Run 2026-11-04-2053-sonnet

Research analytics: the base data claude:sonnet read 48 questions started 2026-11-04 20:53 commit 290b182 done

Accuracy

Condition	Repeats	Accuracy	95% interval
R1 `csv`	5	58%	46–70%
R10 `executed`	5	93%	87–98%

Question by question

One mark per repeat; hover for the grader's reason, click a question for every answer to it.

Question R1 csv R10 executed

Q1 How many distinct people do the author records named "Mara Ellison", "M. Ellison" and "Ellison, Mara J." stand for? ❌❌❌✅❌ ✅✅✅✅✅

Q2 List every work, of any type, that Mara Ellison (A01) is an author of. ✅✅✅✅✅ ❌❌❌❌❌

Q3 Is the Jonas Brandt who wrote W37 the same person as the Jonas Brandt who wrote W38? ✅✅✅✅✅ ✅✅✅✅✅

Q4 How many research works has the Jonas Brandt of Albury Metropolitan University (A05) authored? ✅✅✅✅✅ ✅✅✅✅✅

Q5 Is the M. Ellison who wrote W08 the same person as the Mara Ellison who wrote W01? ✅✅✅✅✅ ✅✅✅✅✅

Q6 Which author has the most research works credited to the University of Albury, its units included? ✅✅✅❌✅ ✅✅✅✅✅

Q7 How many research works has Mara Ellison authored? ❌❌❌❌❌ ✅✅✅✅✅

Q8 What is the ultimate parent of the Tessel Laboratory for Ocean Sensing (I04)? ✅✅✅✅✅ ✅✅✅✅✅

Q9 How many research works is the University of Albury (I02) credited with, its units included? ❌❌❌❌❌ ✅✅✅✅✅

Q10 How many research works is the Albury University System (I01) credited with, all its units included? ❌❌❌❌❌ ✅✅✅✅✅

Q11 How many research works is Kesting University (I07) credited with, its units included? ✅✅❌✅✅ ✅✅✅✅✅

Q12 How many research works did Kesting University (I07, units included) publish in 2024, under full counting and under fractional counting (each work split equally among its authors)? ✅✅✅✅✅ ✅✅❌✅✅

Q13 In 2024, which had more research works, Kesting University (I07) or Rostval Technical University (I09): under full counting, and under fractional counting? ✅✅✅✅✅ ✅✅🟡✅✅

Q14 How many research works did GB institutions publish in 2024, under full counting and under fractional counting (each work split equally among its authors, each author's share going to their institution's country)? ✅✅✅✅✅ ✅✅✅✅✅

Q15 How many research works appeared in Ocean Sensing Letters (S02) in 2024? ❌✅✅✅✅ ✅✅✅✅✅

Q16 How many research works appeared in the Journal of Marine Autonomy (S01)? ✅✅✅✅✅ ✅✅✅✅✅

Q17 Which of Mara Ellison's works are not research output because of their document type? ✅✅✅✅✅ ✅✅✅✅✅

Q18 How many distinct research works has Priya Ramanathan (A07) authored? ✅✅✅✅✅ ✅✅✅✅✅

Q19 How many distinct works cite "Drift-aware mapping with low-cost sonar", in either of its versions? ✅✅✅✅✅ ✅✅✅✅✅

Q20 Which works in the data are preprints of another work that is also in the data? ✅✅✅✅✅ ✅❌❌✅❌

Q21 How many research works is Oskel Polytechnic (I14) credited with? ✅✅✅✅✅ ✅✅✅✅✅

Q22 Which has more citations, W30 or W31 (counting both versions of each): in total, and within its publication year and the two years after? ✅✅✅✅✅ ✅✅✅✅✅

Q23 How many citations has W30 received in total, and how many within its publication year and the two years after? ✅✅✅✅✅ ✅✅✅✅✅

Q24 How many research works has Lena Vossberg (A09) authored? ✅❌❌❌❌ ✅✅✅✅✅

Q25 What is the total of the citation counts of Lena Vossberg's research works? ✅❌❌❌❌ ✅✅✅✅✅

Q26 Does W23 count towards Kesting University's research output? ✅❌❌❌❌ ✅✅✅✅✅

Q27 Which other institution's works cite Kesting University's research works the most, each citing work counted once per institution, and how many of its works do? ✅✅✅✅✅ ✅✅✅✅✅

Q28 How many distinct works from Rostval Technical University (I09) cite Kesting University's research works? ✅✅✅✅✅ ✅✅✅✅✅

Q29 Of the works citing "Drift-aware mapping with low-cost sonar" (either version), how many are self-citations at the level of authors, of the University of Albury (units included), and of countries? ✅✅✅✅✅ ✅✅✅✅✅

Q30 Of the works citing "Drift-aware mapping with low-cost sonar" (either version), how many are self-citations at the level of the Albury University System? ✅✅✅✅✅ ✅✅✅✅✅

Q31 Which works cite at least one of the works that cite W01? ✅❌❌✅✅ ✅✅✅✅✅

Q32 How many distinct works are within two citation hops of W01 (citing it, or citing a work that cites it)? ✅❌❌✅✅ ✅✅✅✅✅

Q33 Which of Kesting University's research works has the most citations? ✅✅✅✅✅ ✅✅✅✅✅

Q34 How many research works was Kesting University (units included) credited with in 2025? ✅❌✅❌❌ ✅✅❌✅✅

Q35 How many research works is the Kesting Institute of Hydrodynamics (I08) credited with? ✅❌✅❌❌ ✅✅✅✅✅

Q36 How many research works appeared in the Proceedings of the Hydrodynamics Forum (S06)? ✅❌✅❌❌ ✅✅✅✅✅

Q37 Which institution is W70 credited to? ❌❌❌❌❌ ✅✅✅✅✅

Q38 Which institutions is W71 credited to, at every level? ❌❌❌❌❌ ✅✅✅✅✅

Q39 How many of the University of Albury's research works (units included) appeared in a source of the highest tier? ❌❌❌❌❌ ✅✅✅✅✅

Q40 Which source is in the highest tier? ✅❌❌✅✅ ✅✅✅✅✅

Q41 Is Coastal Engineering Review (S03) in a higher tier than Ocean Sensing Letters (S02)? ❌❌❌❌✅ ✅✅✅✅✅

Q42 How many research works appeared in Global Marine Science Reports (S04)? ❌❌❌❌❌ ✅✅✅✅✅

Q43 Is W07 research output? ❌❌❌❌❌ ✅✅✅✅✅

Q44 Which institutions are part of the Albury University System, at any level below it? ❌❌❌❌❌ ✅✅✅✅✅

Q45 How many research works is the Halloran Institute for Coastal Studies (I06) credited with? ❌❌❌❌❌ ✅✅✅✅✅

Q46 What is the ultimate parent of the Halloran Institute for Coastal Studies (I06)? ❌❌❌❌❌ ❌❌✅✅✅

Q47 Why do Kesting University and Rostval Technical University swap places in 2024 between full and fractional counting? 🟡🟡🟡🟡🟡 🟡✅🟡🟡🟡

Q48 Why is W70 not one of the University of Albury's research works, though its author lists the Tessel Laboratory? ❌❌❌❌❌ 🟡🟡🟡🟡🟡

Question	R1 `csv`	R10 `executed`
Q1 How many distinct people do the author records named "Mara Ellison", "M. Ellison" and "Ellison, Mara J." stand for?	❌❌❌✅❌	✅✅✅✅✅
Q2 List every work, of any type, that Mara Ellison (A01) is an author of.	✅✅✅✅✅	❌❌❌❌❌
Q3 Is the Jonas Brandt who wrote W37 the same person as the Jonas Brandt who wrote W38?	✅✅✅✅✅	✅✅✅✅✅
Q4 How many research works has the Jonas Brandt of Albury Metropolitan University (A05) authored?	✅✅✅✅✅	✅✅✅✅✅
Q5 Is the M. Ellison who wrote W08 the same person as the Mara Ellison who wrote W01?	✅✅✅✅✅	✅✅✅✅✅
Q6 Which author has the most research works credited to the University of Albury, its units included?	✅✅✅❌✅	✅✅✅✅✅
Q7 How many research works has Mara Ellison authored?	❌❌❌❌❌	✅✅✅✅✅
Q8 What is the ultimate parent of the Tessel Laboratory for Ocean Sensing (I04)?	✅✅✅✅✅	✅✅✅✅✅
Q9 How many research works is the University of Albury (I02) credited with, its units included?	❌❌❌❌❌	✅✅✅✅✅
Q10 How many research works is the Albury University System (I01) credited with, all its units included?	❌❌❌❌❌	✅✅✅✅✅
Q11 How many research works is Kesting University (I07) credited with, its units included?	✅✅❌✅✅	✅✅✅✅✅
Q12 How many research works did Kesting University (I07, units included) publish in 2024, under full counting and under fractional counting (each work split equally among its authors)?	✅✅✅✅✅	✅✅❌✅✅
Q13 In 2024, which had more research works, Kesting University (I07) or Rostval Technical University (I09): under full counting, and under fractional counting?	✅✅✅✅✅	✅✅🟡✅✅
Q14 How many research works did GB institutions publish in 2024, under full counting and under fractional counting (each work split equally among its authors, each author's share going to their institution's country)?	✅✅✅✅✅	✅✅✅✅✅
Q15 How many research works appeared in Ocean Sensing Letters (S02) in 2024?	❌✅✅✅✅	✅✅✅✅✅
Q16 How many research works appeared in the Journal of Marine Autonomy (S01)?	✅✅✅✅✅	✅✅✅✅✅
Q17 Which of Mara Ellison's works are not research output because of their document type?	✅✅✅✅✅	✅✅✅✅✅
Q18 How many distinct research works has Priya Ramanathan (A07) authored?	✅✅✅✅✅	✅✅✅✅✅
Q19 How many distinct works cite "Drift-aware mapping with low-cost sonar", in either of its versions?	✅✅✅✅✅	✅✅✅✅✅
Q20 Which works in the data are preprints of another work that is also in the data?	✅✅✅✅✅	✅❌❌✅❌
Q21 How many research works is Oskel Polytechnic (I14) credited with?	✅✅✅✅✅	✅✅✅✅✅
Q22 Which has more citations, W30 or W31 (counting both versions of each): in total, and within its publication year and the two years after?	✅✅✅✅✅	✅✅✅✅✅
Q23 How many citations has W30 received in total, and how many within its publication year and the two years after?	✅✅✅✅✅	✅✅✅✅✅
Q24 How many research works has Lena Vossberg (A09) authored?	✅❌❌❌❌	✅✅✅✅✅
Q25 What is the total of the citation counts of Lena Vossberg's research works?	✅❌❌❌❌	✅✅✅✅✅
Q26 Does W23 count towards Kesting University's research output?	✅❌❌❌❌	✅✅✅✅✅
Q27 Which other institution's works cite Kesting University's research works the most, each citing work counted once per institution, and how many of its works do?	✅✅✅✅✅	✅✅✅✅✅
Q28 How many distinct works from Rostval Technical University (I09) cite Kesting University's research works?	✅✅✅✅✅	✅✅✅✅✅
Q29 Of the works citing "Drift-aware mapping with low-cost sonar" (either version), how many are self-citations at the level of authors, of the University of Albury (units included), and of countries?	✅✅✅✅✅	✅✅✅✅✅
Q30 Of the works citing "Drift-aware mapping with low-cost sonar" (either version), how many are self-citations at the level of the Albury University System?	✅✅✅✅✅	✅✅✅✅✅
Q31 Which works cite at least one of the works that cite W01?	✅❌❌✅✅	✅✅✅✅✅
Q32 How many distinct works are within two citation hops of W01 (citing it, or citing a work that cites it)?	✅❌❌✅✅	✅✅✅✅✅
Q33 Which of Kesting University's research works has the most citations?	✅✅✅✅✅	✅✅✅✅✅
Q34 How many research works was Kesting University (units included) credited with in 2025?	✅❌✅❌❌	✅✅❌✅✅
Q35 How many research works is the Kesting Institute of Hydrodynamics (I08) credited with?	✅❌✅❌❌	✅✅✅✅✅
Q36 How many research works appeared in the Proceedings of the Hydrodynamics Forum (S06)?	✅❌✅❌❌	✅✅✅✅✅
Q37 Which institution is W70 credited to?	❌❌❌❌❌	✅✅✅✅✅
Q38 Which institutions is W71 credited to, at every level?	❌❌❌❌❌	✅✅✅✅✅
Q39 How many of the University of Albury's research works (units included) appeared in a source of the highest tier?	❌❌❌❌❌	✅✅✅✅✅
Q40 Which source is in the highest tier?	✅❌❌✅✅	✅✅✅✅✅
Q41 Is Coastal Engineering Review (S03) in a higher tier than Ocean Sensing Letters (S02)?	❌❌❌❌✅	✅✅✅✅✅
Q42 How many research works appeared in Global Marine Science Reports (S04)?	❌❌❌❌❌	✅✅✅✅✅
Q43 Is W07 research output?	❌❌❌❌❌	✅✅✅✅✅
Q44 Which institutions are part of the Albury University System, at any level below it?	❌❌❌❌❌	✅✅✅✅✅
Q45 How many research works is the Halloran Institute for Coastal Studies (I06) credited with?	❌❌❌❌❌	✅✅✅✅✅
Q46 What is the ultimate parent of the Halloran Institute for Coastal Studies (I06)?	❌❌❌❌❌	❌❌✅✅✅
Q47 Why do Kesting University and Rostval Technical University swap places in 2024 between full and fractional counting?	🟡🟡🟡🟡🟡	🟡✅🟡🟡🟡
Q48 Why is W70 not one of the University of Albury's research works, though its author lists the Tessel Laboratory?	❌❌❌❌❌	🟡🟡🟡🟡🟡

The prompts

R1 csv (20778 characters)

<!-- system: You answer questions about a research-analytics dataset of works, authors, institutions, sources and citations. Use only the data you are given and what it tells you about its own meaning. If a question is ambiguous, or the data cannot settle it, say so. Be concise. -->

## The data

### institutions.csv
```csv
institution_id,name,ror,country,type,parent_id
I01,Albury University System,0hygr4985,GB,SYS,
I02,University of Albury,06safhw22,GB,UNI,I01
I03,Albury Centre for Marine Robotics,06a9yq342,GB,LAB,I02
I04,Tessel Laboratory for Ocean Sensing,0002ezf81,GB,LAB,I03
I05,Albury Metropolitan University,0ww7kxb57,GB,UNI,I01
I06,Halloran Institute for Coastal Studies,0175f3924,GB,AFF,I02
I07,Kesting University,0593t4875,DE,UNI,
I08,Kesting Institute of Hydrodynamics,0brjdg570,DE,LAB,I07
I09,Rostval Technical University,0k8rh7879,NL,UNI,
I10,Marrow Instruments BV,0t3x83535,NL,CO,
I11,Brevin Ocean Agency,0wvack776,FR,GOV,
I12,Université de Lorvain,091pt9775,FR,UNI,
I13,Dunmore College,095cwy722,GB,UNI,
I14,Oskel Polytechnic,06t6n5818,NL,UNI,
I15,Carrow State University,0v91gp428,US,UNI,
I16,Hoshimine Institute of Technology,06afa6f88,JP,UNI,
I17,Université de Mallois,0pshcv029,CA,UNI,
I18,Universidad de Ventolera,0ay9jr885,ES,UNI,
```

### authors.csv
```csv
author_id,name,orcid
A01,Mara Ellison,0000-0002-9841-6229
A02,M. Ellison,0000-0002-9841-6229
A03,"Ellison, Mara J.",0000-0002-9841-6229
A04,M. Ellison,0000-0004-8662-8360
A05,Jonas Brandt,0000-0001-6105-5008
A06,Jonas Brandt,0000-0007-5475-1779
A07,Priya Ramanathan,0000-0009-2298-3695
A08,Tomasz Wierzba,0000-0007-9318-6032
A09,Lena Vossberg,0000-0000-8073-7028
A10,Dirk Hallmann,0000-0003-8222-6468
A11,Sofie de Raat,0000-0006-1642-5247
A12,Pieter Maas,0000-0007-6472-5877
A13,Claire Fontanet,0000-0001-8841-3301
A14,Hugo Marchetti,0000-0007-5682-0525
A15,Aisha Okonjo,0000-0008-9831-9489
A16,Rhys Calloway,
A17,Ingrid Solberg,0000-0003-9494-8214
A18,Bram Kuipers,0000-0001-6210-5218
A19,Femke Hoogeveen,0000-0005-4914-5244
A20,Joost Verhaar,0000-0001-0646-0013
A21,Petra Lindqvist,0000-0000-4118-9557
A22,Niamh Corrigan,0000-0009-9065-9397
A30,Ana Aranda,0000-0006-1584-6450
A31,Ben Fujimura,0000-0006-0454-1465
A32,Chiara Kincaid,0000-0009-0853-8012
A33,Daichi Pruitt,0000-0009-1102-8594
A34,Elif Esposito,0000-0000-6925-6663
A35,Felipe Jaramillo,0000-0006-3228-0886
A36,Grace Olmedo,0000-0004-2300-4876
A37,Haruto Dorsey,0000-0004-5291-2808
A38,Ines Ishida,0000-0004-5850-0370
A39,Julien Nakagawa,0000-0003-8265-3845
A40,Kai Carver,0000-0003-5577-8794
A41,Lucia Hartwell,0000-0003-2627-0586
A42,Mateo Morrow,0000-0000-2145-8421
A43,Noor Beaulieu,0000-0000-8394-9066
A44,Oscar Galvez,0000-0008-8281-1265
A45,Paula Lefebvre,0000-0008-4409-3244
```

### sources.csv
```csv
source_id,name,issn,type,tier
S01,Journal of Marine Autonomy,9866-3925,JOU,K3
S02,Ocean Sensing Letters,3195-4973,JOU,K2
S03,Coastal Engineering Review,1154-9679,JOU,K1
S04,Global Marine Science Reports,8864-5325,JOU,K0
S05,OceanArXiv,,REP,
S06,Proceedings of the Hydrodynamics Forum,9804-2748,JOU,K2
S07,Journal of Estuarine Dynamics,1483-2835,JOU,K2
S08,Hydrology Notes,9832-2482,JOU,K1
```

### works.csv
```csv
work_id,title,year,type,source_id,doi,version_of,is_retracted,record_source
W01,Adaptive path planning for underwater gliders,2021,ART,S01,10.55555/s01.2021.1465,,false,FEED
W02,Drift-aware mapping with low-cost sonar,2022,PPR,S05,10.55555/s05.2022.2911,W03,false,FEED
W03,Drift-aware mapping with low-cost sonar,2023,ART,S02,10.55555/s02.2023.9437,,false,FEED
W04,Editorial: a new decade of marine autonomy,2023,EDT,S01,10.55555/s01.2023.1032,,false,FEED
W05,Erratum: Drift-aware mapping with low-cost sonar,2024,ERR,S02,10.55555/s02.2024.7136,,false,FEED
W06,Shoreline change detection from glider transects,2024,ART,S03,10.55555/s03.2024.2042,,false,FEED
W07,Low-cost sonar arrays for coastal monitoring,2020,ART,S04,10.55555/s04.2020.7029,,false,FEED
W08,Turbulent wake modelling behind tidal turbines,2025,ART,S01,10.55555/s01.2025.5958,,false,FEED
W09,Issue information,2023,PTX,S01,10.55555/s01.2023.4542,,false,FEED
W10,Front matter,2024,PTX,S02,10.55555/s02.2024.9718,,false,FEED
W12,Sonar mosaics from glider fleets,2024,ART,S02,10.55555/s02.2024.3526,,false,CRIS
W13,Fleet coordination for survey gliders,2024,ART,S01,10.55555/s01.2024.5065,,false,FEED
W14,Harbour mapping with autonomous surface vessels,2025,ART,S03,10.55555/s03.2025.3072,,false,FEED
W15,Low-cost sonar: a review,2025,REV,S02,10.55555/s02.2025.2741,,false,FEED
W16,Sonar-based wake detection,2025,ART,S02,10.55555/s02.2025.6345,,false,FEED
W17,Acoustic positioning near the shore,2024,SUP,S06,10.55555/s06.2024.8939,,false,FEED
W18,Comparing sonar odometry methods,2022,PPR,S05,10.55555/s05.2022.2759,,false,FEED
W19,Glider-borne turbidity sensing,2025,ART,S02,10.55555/s02.2025.2198,,false,CRIS
W20,Bed shear stress under breaking waves,2024,ART,S01,10.55555/s01.2024.7245,,false,FEED
W21,A field campaign on tidal mixing,2024,ART,S02,10.55555/s02.2024.5301,,false,FEED
W22,Turbulence closures for coastal models: a review,2024,REV,S03,10.55555/s03.2024.5939,,false,FEED
W23,Anomalous dissipation in estuarine plumes,2023,ART,S02,10.55555/s02.2023.2925,,true,FEED
W24,Vortex shedding in shallow channels,2025,SUP,S06,10.55555/s06.2025.6698,,false,FEED
W27,Sensor fusion for moored buoys,2024,ART,S03,10.55555/s03.2024.8772,,false,FEED
W28,Calibration drift in conductivity sensors,2024,ART,S02,10.55555/s02.2024.9171,,false,FEED
W29,Open hardware for ocean observation: a review,2024,REV,S01,10.55555/s01.2024.2981,,false,FEED
W30,Tidal stream resource maps for the Dunmore coast,2019,ART,S03,10.55555/s03.2019.9502,,false,FEED
W31,Machine-learned tidal forecasts,2023,ART,S01,10.55555/s01.2023.5047,,false,FEED
W32,Wave-current interaction over sandbars,2025,ART,S01,10.55555/s01.2025.8470,,false,FEED
W33,Mixing efficiency in stratified tidal flows,2025,ART,S02,10.55555/s02.2025.6654,,false,FEED
W34,Evaluating turbulence closures against flume data,2025,ART,S03,10.55555/s03.2025.2352,,false,FEED
W35,Sediment resuspension by storms: a review,2025,REV,S02,10.55555/s02.2025.2131,,false,FEED
W36,Shear and mixing in a macrotidal estuary,2025,ART,S03,10.55555/s03.2025.2439,,false,FEED
W37,Port traffic and seabed disturbance,2022,ART,S03,10.55555/s03.2022.9107,,false,FEED
W38,Seagrass mapping from aerial imagery,2023,ART,S02,10.55555/s02.2023.6112,,false,FEED
W39,Replicating dissipation estimates in plumes,2024,ART,S03,10.55555/s03.2024.5346,,false,FEED
W40,Energy budgets for long-range gliders,2022,ART,S02,10.55555/s02.2022.4703,,false,FEED
W41,Path planning under uncertain currents,2023,ART,S03,10.55555/s03.2023.3758,,false,FEED
W42,Machine-learned tidal forecasts,2023,PPR,S05,10.55555/s05.2023.6876,W31,false,FEED
W50,Battery ageing in autonomous platforms,2024,ART,S03,10.55555/s03.2024.6324,,false,FEED
W51,Benchmarks for marine path planners,2024,ART,S02,10.55555/s02.2024.8087,,false,FEED
W52,Route optimisation for ocean drones,2025,ART,S01,10.55555/s01.2025.9294,,false,FEED
W60,Remote sensing of dune erosion,2020,ART,S08,10.55555/s08.2020.8236,,false,FEED
W61,Uncertainty in marsh accretion estimates,2022,ART,S07,10.55555/s07.2022.2930,,false,FEED
W62,Seasonal variability in dune erosion,2023,ART,S08,10.55555/s08.2023.5393,,false,FEED
W63,Seasonal variability in sediment flux,2024,ART,S07,10.55555/s07.2024.8504,,false,FEED
W64,Remote sensing of internal waves,2025,ART,S08,10.55555/s08.2025.7711,,false,FEED
W65,Observations of dune erosion,2024,ART,S08,10.55555/s08.2024.6414,,false,FEED
W66,Remote sensing of wave runup,2025,ART,S07,10.55555/s07.2025.5131,,false,FEED
W67,Seasonal variability in tidal asymmetry,2023,ART,S08,10.55555/s08.2023.1192,,false,FEED
W70,Optical backscatter in turbid estuaries,2023,ART,S02,10.55555/s02.2023.6434,,false,FEED
W71,Low-power optical sensors for gliders,2024,ART,S01,10.55555/s01.2024.6287,,false,FEED
W72,Integrating optical sensors on survey gliders,2024,ART,S03,10.55555/s03.2024.9080,,false,FEED
W73,Saltmarsh retreat on the Halloran shore,2022,ART,S02,10.55555/s02.2022.7603,,false,CRIS
W74,Coastal squeeze and managed realignment: a review,2023,REV,S01,10.55555/s01.2023.6139,,false,FEED
W75,Rip currents at tourist beaches,2023,ART,S04,10.55555/s04.2023.3895,,false,FEED
W76,Foreword to the Forum proceedings,2025,EDT,S06,10.55555/s06.2025.4219,,false,FEED
W90,Sediment transport in tidal inlets,2025,ART,S02,10.55555/s02.2025.8585,,false,STG
W91,Closure models for wave boundary layers,2025,ART,S01,10.55555/s01.2025.4607,,false,STG
W92,Coastal turbulence: a review,2025,REV,S03,10.55555/s03.2025.6710,,false,STG
W101,Long-term trends in estuarine salinity,2019,ART,S08,10.55555/s08.2019.4427,,false,FEED
W102,Long-term trends in dune erosion,2023,ART,S07,10.55555/s07.2023.1186,,false,FEED
W103,A model of harbour seiches,2020,ART,S07,10.55555/s07.2020.2380,,false,FEED
W104,Remote sensing of wave runup,2019,ART,S07,10.55555/s07.2019.6591,,false,FEED
W105,Seasonal variability in harbour seiches,2021,ART,S08,10.55555/s08.2021.9028,,false,FEED
W106,Seasonal variability in harbour seiches: a review,2022,REV,S07,10.55555/s07.2022.7552,,false,FEED
W107,Observations of marsh accretion: a review,2019,REV,S08,10.55555/s08.2019.9349,,false,FEED
W108,Seasonal variability in tidal asymmetry,2021,ART,S07,10.55555/s07.2021.9650,,false,FEED
W109,A model of river plumes,2019,ART,S07,10.55555/s07.2019.5434,,false,FEED
W110,Editorial: beach profiles,2021,EDT,S07,10.55555/s07.2021.3358,,false,FEED
W111,Observations of storm surge,2025,ART,S08,10.55555/s08.2025.5383,,false,FEED
W112,Observations of tidal asymmetry,2020,ART,S07,10.55555/s07.2020.9946,,false,FEED
W113,Seasonal variability in coastal upwelling,2021,ART,S07,10.55555/s07.2021.6316,,false,FEED
W114,Observations of estuarine salinity,2019,ART,S08,10.55555/s08.2019.1460,,false,FEED
W115,Remote sensing of internal waves: a review,2025,REV,S08,10.55555/s08.2025.4950,,false,FEED
W116,A model of coastal upwelling,2022,ART,S08,10.55555/s08.2022.6950,,false,FEED
W117,Uncertainty in beach profiles estimates,2024,ART,S08,10.55555/s08.2024.4202,,false,FEED
W118,Long-term trends in internal waves,2025,ART,S07,10.55555/s07.2025.4335,,false,FEED
W119,A model of internal waves,2019,ART,S08,10.55555/s08.2019.1156,,false,FEED
W120,Remote sensing of tidal asymmetry: a review,2021,REV,S07,10.55555/s07.2021.6881,,false,FEED
W121,Long-term trends in internal waves,2024,ART,S08,10.55555/s08.2024.8676,,false,FEED
W122,Observations of storm surge,2025,ART,S08,10.55555/s08.2025.1686,,false,FEED
W123,Editorial: river plumes,2023,EDT,S08,10.55555/s08.2023.3508,,false,FEED
W124,A model of coastal upwelling,2019,ART,S08,10.55555/s08.2019.2165,,false,FEED
W125,Remote sensing of sediment flux,2024,ART,S08,10.55555/s08.2024.4906,,false,FEED
```

### authorships.csv
```csv
work_id,author_id,author_position,institution_id,affil_seq
W01,A01,1,I02,1
W01,A07,2,I03,1
W02,A02,1,I02,1
W02,A07,2,I03,1
W03,A03,1,I02,1
W03,A07,2,I03,1
W04,A01,1,I02,1
W05,A01,1,I02,1
W05,A07,2,I03,1
W06,A01,1,I02,1
W06,A15,2,I13,1
W07,A02,1,I02,1
W08,A04,1,I07,1
W12,A01,1,I02,1
W12,A16,2,I05,1
W13,A07,1,I03,1
W14,A05,1,I05,1
W15,A15,1,I13,1
W16,A04,1,I07,1
W17,A13,1,I11,1
W18,A11,1,I09,1
W19,A02,1,I02,1
W20,A09,1,I07,1
W20,A13,2,I11,1
W21,A10,1,I08,1
W21,A09,2,I07,1
W21,A11,3,I09,1
W21,A12,4,I10,1
W22,A09,1,I07,1
W23,A09,1,I07,1
W24,A10,1,I08,1
W27,A18,1,I09,1
W27,A13,2,I11,1
W27,A14,3,I12,1
W27,A17,4,I14,1
W28,A19,1,I09,1
W28,A15,2,I13,1
W28,A16,3,I05,1
W28,A06,4,I12,1
W29,A20,1,I09,1
W29,A16,2,I05,1
W29,A15,3,I13,1
W29,A13,4,I11,1
W30,A15,1,I13,1
W31,A17,1,I14,1
W32,A11,1,I09,1
W32,A18,2,I09,1
W32,A19,3,I09,1
W32,A20,4,I09,1
W33,A14,1,I12,1
W34,A06,1,I12,1
W35,A14,1,I12,1
W36,A13,1,I11,1
W37,A05,1,I05,1
W38,A06,1,I12,1
W39,A17,1,I14,1
W40,A11,1,I09,1
W41,A14,1,I12,1
W42,A17,1,I14,1
W50,A17,1,I14,1
W51,A12,1,I10,1
W52,A13,1,I11,1
W60,A34,1,I15,1
W61,A38,1,I15,1
W61,A35,2,I16,1
W62,A34,1,I15,1
W62,A38,2,I15,1
W63,A33,1,I18,1
W63,A34,2,I15,1
W63,A44,3,I17,1
W64,A40,1,I17,1
W65,A36,1,I17,1
W65,A45,2,I18,1
W65,A35,3,I16,1
W66,A38,1,I15,1
W67,A45,1,I18,1
W67,A35,2,I16,1
W70,A08,1,I04,1
W70,A08,1,I06,2
W71,A08,1,I06,1
W71,A08,1,I04,2
W72,A08,1,I04,1
W72,A07,2,I03,1
W73,A08,1,I06,1
W74,A22,1,I06,1
W75,A15,1,I13,1
W90,A21,1,I07,1
W91,A21,1,I07,1
W92,A21,1,I07,1
W101,A30,1,I15,1
W101,A42,2,I15,1
W102,A36,1,I17,1
W102,A38,2,I15,1
W102,A42,3,I15,1
W103,A35,1,I16,1
W103,A41,2,I18,1
W103,A34,3,I15,1
W104,A37,1,I18,1
W104,A44,2,I17,1
W104,A45,3,I18,1
W105,A31,1,I16,1
W105,A40,2,I17,1
W106,A38,1,I15,1
W106,A45,2,I18,1
W107,A32,1,I17,1
W107,A43,2,I16,1
W108,A35,1,I16,1
W108,A42,2,I15,1
W108,A34,3,I15,1
W109,A36,1,I17,1
W109,A42,2,I15,1
W109,A43,3,I16,1
W110,A34,1,I15,1
W111,A34,1,I15,1
W112,A45,1,I18,1
W112,A44,2,I17,1
W113,A43,1,I16,1
W113,A32,2,I17,1
W114,A38,1,I15,1
W114,A35,2,I16,1
W114,A42,3,I15,1
W115,A35,1,I16,1
W116,A44,1,I17,1
W116,A43,2,I16,1
W117,A36,1,I17,1
W118,A35,1,I16,1
W119,A41,1,I18,1
W119,A36,2,I17,1
W120,A37,1,I18,1
W121,A32,1,I17,1
W121,A37,2,I18,1
W122,A32,1,I17,1
W123,A45,1,I18,1
W123,A38,2,I15,1
W123,A30,3,I15,1
W124,A31,1,I16,1
W125,A37,1,I18,1
W125,A36,2,I17,1
```

### citations.csv
```csv
citing_work_id,cited_work_id
W12,W03
W13,W03
W14,W03
W15,W02
W15,W03
W16,W03
W17,W03
W18,W02
W32,W20
W33,W21
W34,W22
W35,W20
W36,W20
W36,W21
W39,W23
W40,W01
W41,W01
W50,W40
W51,W40
W51,W41
W52,W41
W60,W30
W61,W30
W62,W30
W62,W31
W63,W30
W64,W30
W65,W31
W66,W31
W67,W42
W90,W22
W90,W41
W91,W22
W92,W22
W103,W60
W103,W101
W104,W101
W105,W60
W106,W61
W106,W104
W107,W101
W107,W104
W108,W60
W108,W101
W108,W104
W109,W101
W109,W104
W110,W60
W111,W64
W111,W104
W111,W107
W113,W110
W114,W104
W115,W114
W116,W104
W118,W66
W118,W106
W119,W109
W119,W114
W120,W108
W120,W112
W121,W112
W121,W113
W123,W60
W123,W101
W124,W101
W124,W107
W124,W114
W125,W61
W125,W105
W125,W108
```

## Questions

Answer each question below from the data above. Start each answer on a new line with its
number in bold, like **Q1.**, give the direct answer first, then at most two sentences of
reasoning that cite the records (IDs) you relied on.

Then end with one JSON block (```json) holding the structured answer to each question listed
here, with exactly these fields, shaped like {"Q1": {"field": value}, ...}. Name works, authors, institutions and sources by their record ID: the work_id, author_id, institution_id or source_id in the CSV files, or the part of the IRI after res: in the RDF (W01, A07, I02, S03; not their titles or names).

- Q1: count (a number)
- Q2: works (a list of record IDs)
- Q3: same ("yes", "no" or "depends")
- Q4: count (a number)
- Q5: same ("yes", "no" or "depends")
- Q6: author (a record ID)
- Q7: count (a number)
- Q8: parent (a record ID)
- Q9: count (a number)
- Q10: count (a number)
- Q11: count (a number)
- Q12: full (a number), fractional (a number)
- Q13: full (a record ID), fractional (a record ID)
- Q14: full (a number), fractional (a number)
- Q15: count (a number)
- Q16: count (a number)
- Q17: works (a list of record IDs)
- Q18: count (a number)
- Q19: count (a number)
- Q20: works (a list of record IDs)
- Q21: count (a number)
- Q22: more_in_total (a record ID), more_in_window (a record ID)
- Q23: total (a number), in_window (a number)
- Q24: count (a number)
- Q25: count (a number)
- Q26: counts ("yes", "no" or "depends")
- Q27: institution (a record ID), citing_works (a number)
- Q28: count (a number)
- Q29: author (a number), institution (a number), country (a number)
- Q30: count (a number)
- Q31: works (a list of record IDs)
- Q32: count (a number)
- Q33: work (a record ID)
- Q34: count (a number)
- Q35: count (a number)
- Q36: count (a number)
- Q37: institution (a record ID)
- Q38: institutions (a list of record IDs)
- Q39: count (a number)
- Q40: source (a record ID)
- Q41: higher ("yes", "no" or "depends")
- Q42: count (a number)
- Q43: research ("yes", "no" or "depends")
- Q44: institutions (a list of record IDs)
- Q45: count (a number)
- Q46: parent (a record ID)

Q1. How many distinct people do the author records named "Mara Ellison", "M. Ellison" and "Ellison, Mara J." stand for?
Q2. List every work, of any type, that Mara Ellison (A01) is an author of.
Q3. Is the Jonas Brandt who wrote W37 the same person as the Jonas Brandt who wrote W38?
Q4. How many research works has the Jonas Brandt of Albury Metropolitan University (A05) authored?
Q5. Is the M. Ellison who wrote W08 the same person as the Mara Ellison who wrote W01?
Q6. Which author has the most research works credited to the University of Albury, its units included?
Q7. How many research works has Mara Ellison authored?
Q8. What is the ultimate parent of the Tessel Laboratory for Ocean Sensing (I04)?
Q9. How many research works is the University of Albury (I02) credited with, its units included?
Q10. How many research works is the Albury University System (I01) credited with, all its units included?
Q11. How many research works is Kesting University (I07) credited with, its units included?
Q12. How many research works did Kesting University (I07, units included) publish in 2024, under full counting and under fractional counting (each work split equally among its authors)?
Q13. In 2024, which had more research works, Kesting University (I07) or Rostval Technical University (I09): under full counting, and under fractional counting?
Q14. How many research works did GB institutions publish in 2024, under full counting and under fractional counting (each work split equally among its authors, each author's share going to their institution's country)?
Q15. How many research works appeared in Ocean Sensing Letters (S02) in 2024?
Q16. How many research works appeared in the Journal of Marine Autonomy (S01)?
Q17. Which of Mara Ellison's works are not research output because of their document type?
Q18. How many distinct research works has Priya Ramanathan (A07) authored?
Q19. How many distinct works cite "Drift-aware mapping with low-cost sonar", in either of its versions?
Q20. Which works in the data are preprints of another work that is also in the data?
Q21. How many research works is Oskel Polytechnic (I14) credited with?
Q22. Which has more citations, W30 or W31 (counting both versions of each): in total, and within its publication year and the two years after?
Q23. How many citations has W30 received in total, and how many within its publication year and the two years after?
Q24. How many research works has Lena Vossberg (A09) authored?
Q25. What is the total of the citation counts of Lena Vossberg's research works?
Q26. Does W23 count towards Kesting University's research output?
Q27. Which other institution's works cite Kesting University's research works the most, each citing work counted once per institution, and how many of its works do?
Q28. How many distinct works from Rostval Technical University (I09) cite Kesting University's research works?
Q29. Of the works citing "Drift-aware mapping with low-cost sonar" (either version), how many are self-citations at the level of authors, of the University of Albury (units included), and of countries?
Q30. Of the works citing "Drift-aware mapping with low-cost sonar" (either version), how many are self-citations at the level of the Albury University System?
Q31. Which works cite at least one of the works that cite W01?
Q32. How many distinct works are within two citation hops of W01 (citing it, or citing a work that cites it)?
Q33. Which of Kesting University's research works has the most citations?
Q34. How many research works was Kesting University (units included) credited with in 2025?
Q35. How many research works is the Kesting Institute of Hydrodynamics (I08) credited with?
Q36. How many research works appeared in the Proceedings of the Hydrodynamics Forum (S06)?
Q37. Which institution is W70 credited to?
Q38. Which institutions is W71 credited to, at every level?
Q39. How many of the University of Albury's research works (units included) appeared in a source of the highest tier?
Q40. Which source is in the highest tier?
Q41. Is Coastal Engineering Review (S03) in a higher tier than Ocean Sensing Letters (S02)?
Q42. How many research works appeared in Global Marine Science Reports (S04)?
Q43. Is W07 research output?
Q44. Which institutions are part of the Albury University System, at any level below it?
Q45. How many research works is the Halloran Institute for Coastal Studies (I06) credited with?
Q46. What is the ultimate parent of the Halloran Institute for Coastal Studies (I06)?
Q47. Why do Kesting University and Rostval Technical University swap places in 2024 between full and fractional counting?
Q48. Why is W70 not one of the University of Albury's research works, though its author lists the Tessel Laboratory?

R10 executed (19110 characters)

<!-- system: You answer questions about a research-analytics dataset of works, authors, institutions, sources and citations. Use only the data you are given and what it tells you about its own meaning. If a question is ambiguous, or the data cannot settle it, say so. Be concise. -->

## The data

These tables are the data after its rules have been applied. Test records are gone. A preprint is merged into its published version (record_ids lists the records each work merges). research_output says whether a work counts as research output. Author records are merged into people (author_ids lists them). credits gives the one institution credited for each person on each work. institution_units lists every institution each institution's works count towards, itself included, with how many levels up. citations links merged works, and only from citing works that count. tier_rank ranks journal tiers, 1 the highest; a delisted source's works are not research output.

### works.csv
```csv
work_id,title,year,type,source_id,retracted,research_output,record_ids
W01,Adaptive path planning for underwater gliders,2021,ART,S01,false,yes,W01
W03,Drift-aware mapping with low-cost sonar,2023,ART,S02,false,yes,W02 W03
W04,Editorial: a new decade of marine autonomy,2023,EDT,S01,false,no,W04
W05,Erratum: Drift-aware mapping with low-cost sonar,2024,ERR,S02,false,no,W05
W06,Shoreline change detection from glider transects,2024,ART,S03,false,yes,W06
W07,Low-cost sonar arrays for coastal monitoring,2020,ART,S04,false,no,W07
W08,Turbulent wake modelling behind tidal turbines,2025,ART,S01,false,yes,W08
W09,Issue information,2023,PTX,S01,false,no,W09
W10,Front matter,2024,PTX,S02,false,no,W10
W12,Sonar mosaics from glider fleets,2024,ART,S02,false,yes,W12
W13,Fleet coordination for survey gliders,2024,ART,S01,false,yes,W13
W14,Harbour mapping with autonomous surface vessels,2025,ART,S03,false,yes,W14
W15,Low-cost sonar: a review,2025,REV,S02,false,yes,W15
W16,Sonar-based wake detection,2025,ART,S02,false,yes,W16
W17,Acoustic positioning near the shore,2024,SUP,S06,false,yes,W17
W18,Comparing sonar odometry methods,2022,PPR,S05,false,yes,W18
W19,Glider-borne turbidity sensing,2025,ART,S02,false,yes,W19
W20,Bed shear stress under breaking waves,2024,ART,S01,false,yes,W20
W21,A field campaign on tidal mixing,2024,ART,S02,false,yes,W21
W22,Turbulence closures for coastal models: a review,2024,REV,S03,false,yes,W22
W23,Anomalous dissipation in estuarine plumes,2023,ART,S02,true,no,W23
W24,Vortex shedding in shallow channels,2025,SUP,S06,false,yes,W24
W27,Sensor fusion for moored buoys,2024,ART,S03,false,yes,W27
W28,Calibration drift in conductivity sensors,2024,ART,S02,false,yes,W28
W29,Open hardware for ocean observation: a review,2024,REV,S01,false,yes,W29
W30,Tidal stream resource maps for the Dunmore coast,2019,ART,S03,false,yes,W30
W31,Machine-learned tidal forecasts,2023,ART,S01,false,yes,W31 W42
W32,Wave-current interaction over sandbars,2025,ART,S01,false,yes,W32
W33,Mixing efficiency in stratified tidal flows,2025,ART,S02,false,yes,W33
W34,Evaluating turbulence closures against flume data,2025,ART,S03,false,yes,W34
W35,Sediment resuspension by storms: a review,2025,REV,S02,false,yes,W35
W36,Shear and mixing in a macrotidal estuary,2025,ART,S03,false,yes,W36
W37,Port traffic and seabed disturbance,2022,ART,S03,false,yes,W37
W38,Seagrass mapping from aerial imagery,2023,ART,S02,false,yes,W38
W39,Replicating dissipation estimates in plumes,2024,ART,S03,false,yes,W39
W40,Energy budgets for long-range gliders,2022,ART,S02,false,yes,W40
W41,Path planning under uncertain currents,2023,ART,S03,false,yes,W41
W50,Battery ageing in autonomous platforms,2024,ART,S03,false,yes,W50
W51,Benchmarks for marine path planners,2024,ART,S02,false,yes,W51
W52,Route optimisation for ocean drones,2025,ART,S01,false,yes,W52
W60,Remote sensing of dune erosion,2020,ART,S08,false,yes,W60
W61,Uncertainty in marsh accretion estimates,2022,ART,S07,false,yes,W61
W62,Seasonal variability in dune erosion,2023,ART,S08,false,yes,W62
W63,Seasonal variability in sediment flux,2024,ART,S07,false,yes,W63
W64,Remote sensing of internal waves,2025,ART,S08,false,yes,W64
W65,Observations of dune erosion,2024,ART,S08,false,yes,W65
W66,Remote sensing of wave runup,2025,ART,S07,false,yes,W66
W67,Seasonal variability in tidal asymmetry,2023,ART,S08,false,yes,W67
W70,Optical backscatter in turbid estuaries,2023,ART,S02,false,yes,W70
W71,Low-power optical sensors for gliders,2024,ART,S01,false,yes,W71
W72,Integrating optical sensors on survey gliders,2024,ART,S03,false,yes,W72
W73,Saltmarsh retreat on the Halloran shore,2022,ART,S02,false,yes,W73
W74,Coastal squeeze and managed realignment: a review,2023,REV,S01,false,yes,W74
W75,Rip currents at tourist beaches,2023,ART,S04,false,no,W75
W76,Foreword to the Forum proceedings,2025,EDT,S06,false,no,W76
W101,Long-term trends in estuarine salinity,2019,ART,S08,false,yes,W101
W102,Long-term trends in dune erosion,2023,ART,S07,false,yes,W102
W103,A model of harbour seiches,2020,ART,S07,false,yes,W103
W104,Remote sensing of wave runup,2019,ART,S07,false,yes,W104
W105,Seasonal variability in harbour seiches,2021,ART,S08,false,yes,W105
W106,Seasonal variability in harbour seiches: a review,2022,REV,S07,false,yes,W106
W107,Observations of marsh accretion: a review,2019,REV,S08,false,yes,W107
W108,Seasonal variability in tidal asymmetry,2021,ART,S07,false,yes,W108
W109,A model of river plumes,2019,ART,S07,false,yes,W109
W110,Editorial: beach profiles,2021,EDT,S07,false,no,W110
W111,Observations of storm surge,2025,ART,S08,false,yes,W111
W112,Observations of tidal asymmetry,2020,ART,S07,false,yes,W112
W113,Seasonal variability in coastal upwelling,2021,ART,S07,false,yes,W113
W114,Observations of estuarine salinity,2019,ART,S08,false,yes,W114
W115,Remote sensing of internal waves: a review,2025,REV,S08,false,yes,W115
W116,A model of coastal upwelling,2022,ART,S08,false,yes,W116
W117,Uncertainty in beach profiles estimates,2024,ART,S08,false,yes,W117
W118,Long-term trends in internal waves,2025,ART,S07,false,yes,W118
W119,A model of internal waves,2019,ART,S08,false,yes,W119
W120,Remote sensing of tidal asymmetry: a review,2021,REV,S07,false,yes,W120
W121,Long-term trends in internal waves,2024,ART,S08,false,yes,W121
W122,Observations of storm surge,2025,ART,S08,false,yes,W122
W123,Editorial: river plumes,2023,EDT,S08,false,no,W123
W124,A model of coastal upwelling,2019,ART,S08,false,yes,W124
W125,Remote sensing of sediment flux,2024,ART,S08,false,yes,W125
```

### people.csv
```csv
person_id,name,orcid,author_ids
A01,Mara Ellison,0000-0002-9841-6229,A01 A02 A03
A04,M. Ellison,0000-0004-8662-8360,A04
A05,Jonas Brandt,0000-0001-6105-5008,A05
A06,Jonas Brandt,0000-0007-5475-1779,A06
A07,Priya Ramanathan,0000-0009-2298-3695,A07
A08,Tomasz Wierzba,0000-0007-9318-6032,A08
A09,Lena Vossberg,0000-0000-8073-7028,A09
A10,Dirk Hallmann,0000-0003-8222-6468,A10
A11,Sofie de Raat,0000-0006-1642-5247,A11
A12,Pieter Maas,0000-0007-6472-5877,A12
A13,Claire Fontanet,0000-0001-8841-3301,A13
A14,Hugo Marchetti,0000-0007-5682-0525,A14
A15,Aisha Okonjo,0000-0008-9831-9489,A15
A16,Rhys Calloway,,A16
A17,Ingrid Solberg,0000-0003-9494-8214,A17
A18,Bram Kuipers,0000-0001-6210-5218,A18
A19,Femke Hoogeveen,0000-0005-4914-5244,A19
A20,Joost Verhaar,0000-0001-0646-0013,A20
A21,Petra Lindqvist,0000-0000-4118-9557,A21
A22,Niamh Corrigan,0000-0009-9065-9397,A22
A30,Ana Aranda,0000-0006-1584-6450,A30
A31,Ben Fujimura,0000-0006-0454-1465,A31
A32,Chiara Kincaid,0000-0009-0853-8012,A32
A33,Daichi Pruitt,0000-0009-1102-8594,A33
A34,Elif Esposito,0000-0000-6925-6663,A34
A35,Felipe Jaramillo,0000-0006-3228-0886,A35
A36,Grace Olmedo,0000-0004-2300-4876,A36
A37,Haruto Dorsey,0000-0004-5291-2808,A37
A38,Ines Ishida,0000-0004-5850-0370,A38
A39,Julien Nakagawa,0000-0003-8265-3845,A39
A40,Kai Carver,0000-0003-5577-8794,A40
A41,Lucia Hartwell,0000-0003-2627-0586,A41
A42,Mateo Morrow,0000-0000-2145-8421,A42
A43,Noor Beaulieu,0000-0000-8394-9066,A43
A44,Oscar Galvez,0000-0008-8281-1265,A44
A45,Paula Lefebvre,0000-0008-4409-3244,A45
```

### credits.csv
```csv
work_id,person_id,institution_id
W01,A01,I02
W01,A07,I03
W03,A01,I02
W03,A07,I03
W04,A01,I02
W05,A01,I02
W05,A07,I03
W06,A01,I02
W06,A15,I13
W07,A01,I02
W08,A04,I07
W12,A01,I02
W12,A16,I05
W13,A07,I03
W14,A05,I05
W15,A15,I13
W16,A04,I07
W17,A13,I11
W18,A11,I09
W19,A01,I02
W20,A09,I07
W20,A13,I11
W21,A09,I07
W21,A10,I08
W21,A11,I09
W21,A12,I10
W22,A09,I07
W23,A09,I07
W24,A10,I08
W27,A13,I11
W27,A14,I12
W27,A17,I14
W27,A18,I09
W28,A06,I12
W28,A15,I13
W28,A16,I05
W28,A19,I09
W29,A13,I11
W29,A15,I13
W29,A16,I05
W29,A20,I09
W30,A15,I13
W31,A17,I14
W32,A11,I09
W32,A18,I09
W32,A19,I09
W32,A20,I09
W33,A14,I12
W34,A06,I12
W35,A14,I12
W36,A13,I11
W37,A05,I05
W38,A06,I12
W39,A17,I14
W40,A11,I09
W41,A14,I12
W50,A17,I14
W51,A12,I10
W52,A13,I11
W60,A34,I15
W61,A35,I16
W61,A38,I15
W62,A34,I15
W62,A38,I15
W63,A33,I18
W63,A34,I15
W63,A44,I17
W64,A40,I17
W65,A35,I16
W65,A36,I17
W65,A45,I18
W66,A38,I15
W67,A35,I16
W67,A45,I18
W70,A08,I06
W71,A08,I04
W72,A07,I03
W72,A08,I04
W73,A08,I06
W74,A22,I06
W75,A15,I13
W101,A30,I15
W101,A42,I15
W102,A36,I17
W102,A38,I15
W102,A42,I15
W103,A34,I15
W103,A35,I16
W103,A41,I18
W104,A37,I18
W104,A44,I17
W104,A45,I18
W105,A31,I16
W105,A40,I17
W106,A38,I15
W106,A45,I18
W107,A32,I17
W107,A43,I16
W108,A34,I15
W108,A35,I16
W108,A42,I15
W109,A36,I17
W109,A42,I15
W109,A43,I16
W110,A34,I15
W111,A34,I15
W112,A44,I17
W112,A45,I18
W113,A32,I17
W113,A43,I16
W114,A35,I16
W114,A38,I15
W114,A42,I15
W115,A35,I16
W116,A43,I16
W116,A44,I17
W117,A36,I17
W118,A35,I16
W119,A36,I17
W119,A41,I18
W120,A37,I18
W121,A32,I17
W121,A37,I18
W122,A32,I17
W123,A30,I15
W123,A38,I15
W123,A45,I18
W124,A31,I16
W125,A36,I17
W125,A37,I18
```

### institutions.csv
```csv
institution_id,name,ror,country,type,parent_id
I01,Albury University System,0hygr4985,GB,SYS,
I02,University of Albury,06safhw22,GB,UNI,I01
I03,Albury Centre for Marine Robotics,06a9yq342,GB,LAB,I02
I04,Tessel Laboratory for Ocean Sensing,0002ezf81,GB,LAB,I03
I05,Albury Metropolitan University,0ww7kxb57,GB,UNI,I01
I06,Halloran Institute for Coastal Studies,0175f3924,GB,AFF,I02
I07,Kesting University,0593t4875,DE,UNI,
I08,Kesting Institute of Hydrodynamics,0brjdg570,DE,LAB,I07
I09,Rostval Technical University,0k8rh7879,NL,UNI,
I10,Marrow Instruments BV,0t3x83535,NL,CO,
I11,Brevin Ocean Agency,0wvack776,FR,GOV,
I12,Université de Lorvain,091pt9775,FR,UNI,
I13,Dunmore College,095cwy722,GB,UNI,
I14,Oskel Polytechnic,06t6n5818,NL,UNI,
I15,Carrow State University,0v91gp428,US,UNI,
I16,Hoshimine Institute of Technology,06afa6f88,JP,UNI,
I17,Université de Mallois,0pshcv029,CA,UNI,
I18,Universidad de Ventolera,0ay9jr885,ES,UNI,
```

### institution_units.csv
```csv
institution_id,counts_towards,levels_up
I01,I01,0
I02,I02,0
I02,I01,1
I03,I03,0
I03,I02,1
I03,I01,2
I04,I04,0
I04,I03,1
I04,I02,2
I04,I01,3
I05,I05,0
I05,I01,1
I06,I06,0
I07,I07,0
I08,I08,0
I08,I07,1
I09,I09,0
I10,I10,0
I11,I11,0
I12,I12,0
I13,I13,0
I14,I14,0
I15,I15,0
I16,I16,0
I17,I17,0
I18,I18,0
```

### sources.csv
```csv
source_id,name,issn,type,tier,tier_rank,delisted
S01,Journal of Marine Autonomy,9866-3925,JOU,K3,1,no
S02,Ocean Sensing Letters,3195-4973,JOU,K2,2,no
S03,Coastal Engineering Review,1154-9679,JOU,K1,3,no
S04,Global Marine Science Reports,8864-5325,JOU,K0,,yes
S05,OceanArXiv,,REP,,,no
S06,Proceedings of the Hydrodynamics Forum,9804-2748,JOU,K2,2,no
S07,Journal of Estuarine Dynamics,1483-2835,JOU,K2,2,no
S08,Hydrology Notes,9832-2482,JOU,K1,3,no
```

### citations.csv
```csv
citing_work_id,cited_work_id
W12,W03
W13,W03
W14,W03
W15,W03
W16,W03
W17,W03
W18,W03
W32,W20
W33,W21
W34,W22
W35,W20
W36,W20
W36,W21
W39,W23
W40,W01
W41,W01
W50,W40
W51,W40
W51,W41
W52,W41
W60,W30
W61,W30
W62,W30
W62,W31
W63,W30
W64,W30
W65,W31
W66,W31
W67,W31
W103,W101
W103,W60
W104,W101
W105,W60
W106,W104
W106,W61
W107,W101
W107,W104
W108,W101
W108,W104
W108,W60
W109,W101
W109,W104
W110,W60
W111,W104
W111,W107
W111,W64
W113,W110
W114,W104
W115,W114
W116,W104
W118,W106
W118,W66
W119,W109
W119,W114
W120,W108
W120,W112
W121,W112
W121,W113
W123,W101
W123,W60
W124,W101
W124,W107
W124,W114
W125,W105
W125,W108
W125,W61
```

## Questions

Answer each question below from the data above. Start each answer on a new line with its
number in bold, like **Q1.**, give the direct answer first, then at most two sentences of
reasoning that cite the records (IDs) you relied on.

Then end with one JSON block (```json) holding the structured answer to each question listed
here, with exactly these fields, shaped like {"Q1": {"field": value}, ...}. Name works, authors, institutions and sources by their record ID: the work_id, author_id, institution_id or source_id in the CSV files, or the part of the IRI after res: in the RDF (W01, A07, I02, S03; not their titles or names).

- Q1: count (a number)
- Q2: works (a list of record IDs)
- Q3: same ("yes", "no" or "depends")
- Q4: count (a number)
- Q5: same ("yes", "no" or "depends")
- Q6: author (a record ID)
- Q7: count (a number)
- Q8: parent (a record ID)
- Q9: count (a number)
- Q10: count (a number)
- Q11: count (a number)
- Q12: full (a number), fractional (a number)
- Q13: full (a record ID), fractional (a record ID)
- Q14: full (a number), fractional (a number)
- Q15: count (a number)
- Q16: count (a number)
- Q17: works (a list of record IDs)
- Q18: count (a number)
- Q19: count (a number)
- Q20: works (a list of record IDs)
- Q21: count (a number)
- Q22: more_in_total (a record ID), more_in_window (a record ID)
- Q23: total (a number), in_window (a number)
- Q24: count (a number)
- Q25: count (a number)
- Q26: counts ("yes", "no" or "depends")
- Q27: institution (a record ID), citing_works (a number)
- Q28: count (a number)
- Q29: author (a number), institution (a number), country (a number)
- Q30: count (a number)
- Q31: works (a list of record IDs)
- Q32: count (a number)
- Q33: work (a record ID)
- Q34: count (a number)
- Q35: count (a number)
- Q36: count (a number)
- Q37: institution (a record ID)
- Q38: institutions (a list of record IDs)
- Q39: count (a number)
- Q40: source (a record ID)
- Q41: higher ("yes", "no" or "depends")
- Q42: count (a number)
- Q43: research ("yes", "no" or "depends")
- Q44: institutions (a list of record IDs)
- Q45: count (a number)
- Q46: parent (a record ID)

Q1. How many distinct people do the author records named "Mara Ellison", "M. Ellison" and "Ellison, Mara J." stand for?
Q2. List every work, of any type, that Mara Ellison (A01) is an author of.
Q3. Is the Jonas Brandt who wrote W37 the same person as the Jonas Brandt who wrote W38?
Q4. How many research works has the Jonas Brandt of Albury Metropolitan University (A05) authored?
Q5. Is the M. Ellison who wrote W08 the same person as the Mara Ellison who wrote W01?
Q6. Which author has the most research works credited to the University of Albury, its units included?
Q7. How many research works has Mara Ellison authored?
Q8. What is the ultimate parent of the Tessel Laboratory for Ocean Sensing (I04)?
Q9. How many research works is the University of Albury (I02) credited with, its units included?
Q10. How many research works is the Albury University System (I01) credited with, all its units included?
Q11. How many research works is Kesting University (I07) credited with, its units included?
Q12. How many research works did Kesting University (I07, units included) publish in 2024, under full counting and under fractional counting (each work split equally among its authors)?
Q13. In 2024, which had more research works, Kesting University (I07) or Rostval Technical University (I09): under full counting, and under fractional counting?
Q14. How many research works did GB institutions publish in 2024, under full counting and under fractional counting (each work split equally among its authors, each author's share going to their institution's country)?
Q15. How many research works appeared in Ocean Sensing Letters (S02) in 2024?
Q16. How many research works appeared in the Journal of Marine Autonomy (S01)?
Q17. Which of Mara Ellison's works are not research output because of their document type?
Q18. How many distinct research works has Priya Ramanathan (A07) authored?
Q19. How many distinct works cite "Drift-aware mapping with low-cost sonar", in either of its versions?
Q20. Which works in the data are preprints of another work that is also in the data?
Q21. How many research works is Oskel Polytechnic (I14) credited with?
Q22. Which has more citations, W30 or W31 (counting both versions of each): in total, and within its publication year and the two years after?
Q23. How many citations has W30 received in total, and how many within its publication year and the two years after?
Q24. How many research works has Lena Vossberg (A09) authored?
Q25. What is the total of the citation counts of Lena Vossberg's research works?
Q26. Does W23 count towards Kesting University's research output?
Q27. Which other institution's works cite Kesting University's research works the most, each citing work counted once per institution, and how many of its works do?
Q28. How many distinct works from Rostval Technical University (I09) cite Kesting University's research works?
Q29. Of the works citing "Drift-aware mapping with low-cost sonar" (either version), how many are self-citations at the level of authors, of the University of Albury (units included), and of countries?
Q30. Of the works citing "Drift-aware mapping with low-cost sonar" (either version), how many are self-citations at the level of the Albury University System?
Q31. Which works cite at least one of the works that cite W01?
Q32. How many distinct works are within two citation hops of W01 (citing it, or citing a work that cites it)?
Q33. Which of Kesting University's research works has the most citations?
Q34. How many research works was Kesting University (units included) credited with in 2025?
Q35. How many research works is the Kesting Institute of Hydrodynamics (I08) credited with?
Q36. How many research works appeared in the Proceedings of the Hydrodynamics Forum (S06)?
Q37. Which institution is W70 credited to?
Q38. Which institutions is W71 credited to, at every level?
Q39. How many of the University of Albury's research works (units included) appeared in a source of the highest tier?
Q40. Which source is in the highest tier?
Q41. Is Coastal Engineering Review (S03) in a higher tier than Ocean Sensing Letters (S02)?
Q42. How many research works appeared in Global Marine Science Reports (S04)?
Q43. Is W07 research output?
Q44. Which institutions are part of the Albury University System, at any level below it?
Q45. How many research works is the Halloran Institute for Coastal Studies (I06) credited with?
Q46. What is the ultimate parent of the Halloran Institute for Coastal Studies (I06)?
Q47. Why do Kesting University and Rostval Technical University swap places in 2024 between full and fractional counting?
Q48. Why is W70 not one of the University of Albury's research works, though its author lists the Tessel Laboratory?

The report, as report.md

research: claude:sonnet, 2026-11-04 20:53

48 questions, 5 repeats per condition. Correct = 1, partial = ½. Graded by code where a question has a typed key, by claude:sonnet with a checklist otherwise.

Accuracy

Condition	Accuracy	95% interval	Questions unstable across repeats
R1 `csv`	58%	46% to 70%	14 of 48
R10 `executed`	93%	87% to 98%	6 of 48

Against R1 `csv`, question by question

Condition	Difference	95% interval
R10 `executed`	+35 points	+21 to +48

By question

Question	Graded by	R1 `csv`	R10 `executed`
Q1	code	❌ ❌ ❌ ✅ ❌	✅ ✅ ✅ ✅ ✅
Q2	code	✅ ✅ ✅ ✅ ✅	❌ ❌ ❌ ❌ ❌
Q3	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q4	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q5	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q6	code	✅ ✅ ✅ ❌ ✅	✅ ✅ ✅ ✅ ✅
Q7	code	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅
Q8	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q9	code	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅
Q10	code	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅
Q11	code	✅ ✅ ❌ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q12	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ❌ ✅ ✅
Q13	code	✅ ✅ ✅ ✅ ✅	✅ ✅ 🟡 ✅ ✅
Q14	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q15	code	❌ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q16	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q17	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q18	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q19	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q20	code	✅ ✅ ✅ ✅ ✅	✅ ❌ ❌ ✅ ❌
Q21	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q22	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q23	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q24	code	✅ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅
Q25	code	✅ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅
Q26	code	✅ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅
Q27	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q28	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q29	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q30	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q31	code	✅ ❌ ❌ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q32	code	✅ ❌ ❌ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q33	code	✅ ✅ ✅ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q34	code	✅ ❌ ✅ ❌ ❌	✅ ✅ ❌ ✅ ✅
Q35	code	✅ ❌ ✅ ❌ ❌	✅ ✅ ✅ ✅ ✅
Q36	code	✅ ❌ ✅ ❌ ❌	✅ ✅ ✅ ✅ ✅
Q37	code	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅
Q38	code	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅
Q39	code	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅
Q40	code	✅ ❌ ❌ ✅ ✅	✅ ✅ ✅ ✅ ✅
Q41	code	❌ ❌ ❌ ❌ ✅	✅ ✅ ✅ ✅ ✅
Q42	code	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅
Q43	code	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅
Q44	code	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅
Q45	code	❌ ❌ ❌ ❌ ❌	✅ ✅ ✅ ✅ ✅
Q46	code	❌ ❌ ❌ ❌ ❌	❌ ❌ ✅ ✅ ✅
Q47	llm	🟡 🟡 🟡 🟡 🟡	🟡 ✅ 🟡 🟡 🟡
Q48	llm	❌ ❌ ❌ ❌ ❌	🟡 🟡 🟡 🟡 🟡

Lists, with partial credit

The 6 questions answered with a list of entities: strict accuracy (the whole list right) against the mean F1 of the lists given, which credits a list that is nearly right.

Condition	Strict	Mean F1
R1 `csv`	60%	95%
R10 `executed`	73%	89%

The checklist grader agreed with itself on 18 of 20 answers graded twice.

Why each miss was marked

Q1. How many distinct people do the author records named "Mara Ellison", "M. Ellison" and "Ellison, Mara J." stand for?

R1 csv run 1: count: expected 2, got 1
R1 csv run 2: count: expected 2, got 1
R1 csv run 3: count: expected 2, got 1
R1 csv run 5: count: expected 2, got 1

Q2. List every work, of any type, that Mara Ellison (A01) is an author of.

R10 executed run 1: works: expected ['W01', 'W02', 'W03', 'W04', 'W05', 'W06', 'W07', 'W12', 'W19'], got ['W01', 'W03', 'W04', 'W05', 'W06', 'W07', 'W12', 'W19']
R10 executed run 2: works: expected ['W01', 'W02', 'W03', 'W04', 'W05', 'W06', 'W07', 'W12', 'W19'], got ['W01', 'W03', 'W04', 'W05', 'W06', 'W07', 'W12', 'W19']
R10 executed run 3: works: expected ['W01', 'W02', 'W03', 'W04', 'W05', 'W06', 'W07', 'W12', 'W19'], got ['W01', 'W03', 'W04', 'W05', 'W06', 'W07', 'W12', 'W19']
R10 executed run 4: works: expected ['W01', 'W02', 'W03', 'W04', 'W05', 'W06', 'W07', 'W12', 'W19'], got ['W01', 'W03', 'W04', 'W05', 'W06', 'W07', 'W12', 'W19']
R10 executed run 5: works: expected ['W01', 'W02', 'W03', 'W04', 'W05', 'W06', 'W07', 'W12', 'W19'], got ['W01', 'W03', 'W04', 'W05', 'W06', 'W07', 'W12', 'W19']

Q6. Which author has the most research works credited to the University of Albury, its units included?

R1 csv run 4: author: expected A01, got A08

Q7. How many research works has Mara Ellison authored?

R1 csv run 1: count: expected 5, got 6
R1 csv run 2: count: expected 5, got 6
R1 csv run 3: count: expected 5, got 6
R1 csv run 4: count: expected 5, got 6
R1 csv run 5: count: expected 5, got 6

Q9. How many research works is the University of Albury (I02) credited with, its units included?

R1 csv run 1: count: expected 8, got 12
R1 csv run 2: count: expected 8, got 12
R1 csv run 3: count: expected 8, got 12
R1 csv run 4: count: expected 8, got 12
R1 csv run 5: count: expected 8, got 12

Q10. How many research works is the Albury University System (I01) credited with, all its units included?

R1 csv run 1: count: expected 12, got 16
R1 csv run 2: count: expected 12, got 16
R1 csv run 3: count: expected 12, got 16
R1 csv run 4: count: expected 12, got 16
R1 csv run 5: count: expected 12, got 16

Q11. How many research works is Kesting University (I07) credited with, its units included?

R1 csv run 3: count: expected 6, got 7

Q12. How many research works did Kesting University (I07, units included) publish in 2024, under full counting and under fractional counting (each work split equally among its authors)?

R10 executed run 3: full: expected 3, got 4; fractional: expected 2, got 3

Q13. In 2024, which had more research works, Kesting University (I07) or Rostval Technical University (I09): under full counting, and under fractional counting?

R10 executed run 3: full: expected I09, got None

Q15. How many research works appeared in Ocean Sensing Letters (S02) in 2024?

R1 csv run 1: count: expected 4, got 3

Q20. Which works in the data are preprints of another work that is also in the data?

R10 executed run 2: works: expected ['W02', 'W42'], got []
R10 executed run 3: works: expected ['W02', 'W42'], got []
R10 executed run 5: works: expected ['W02', 'W42'], got []

Q24. How many research works has Lena Vossberg (A09) authored?

R1 csv run 2: count: expected 3, got 4
R1 csv run 3: count: expected 3, got 4
R1 csv run 4: count: expected 3, got 4
R1 csv run 5: count: expected 3, got 4

Q25. What is the total of the citation counts of Lena Vossberg's research works?

R1 csv run 2: count: expected 6, got 7
R1 csv run 3: count: expected 6, got 7
R1 csv run 4: count: expected 6, got 7
R1 csv run 5: count: expected 6, got 7

Q26. Does W23 count towards Kesting University's research output?

R1 csv run 2: counts: expected no, got yes
R1 csv run 3: counts: expected no, got yes
R1 csv run 4: counts: expected no, got yes
R1 csv run 5: counts: expected no, got yes

Q31. Which works cite at least one of the works that cite W01?

R1 csv run 2: works: expected ['W50', 'W51', 'W52'], got ['W50', 'W51', 'W52', 'W90']
R1 csv run 3: works: expected ['W50', 'W51', 'W52'], got ['W50', 'W51', 'W52', 'W90']

Q32. How many distinct works are within two citation hops of W01 (citing it, or citing a work that cites it)?

R1 csv run 2: count: expected 5, got 6
R1 csv run 3: count: expected 5, got 6

Q34. How many research works was Kesting University (units included) credited with in 2025?

R1 csv run 2: count: expected 3, got 2
R1 csv run 4: count: expected 3, got 2
R1 csv run 5: count: expected 3, got 2
R10 executed run 3: count: expected 3, got 2

Q35. How many research works is the Kesting Institute of Hydrodynamics (I08) credited with?

R1 csv run 2: count: expected 2, got 1
R1 csv run 4: count: expected 2, got 1
R1 csv run 5: count: expected 2, got 1

Q36. How many research works appeared in the Proceedings of the Hydrodynamics Forum (S06)?

R1 csv run 2: count: expected 2, got 0
R1 csv run 4: count: expected 2, got 0
R1 csv run 5: count: expected 2, got 0

Q37. Which institution is W70 credited to?

R1 csv run 1: institution: expected I06, got I04
R1 csv run 2: institution: expected I06, got I02
R1 csv run 3: institution: expected I06, got I04
R1 csv run 4: institution: expected I06, got I04
R1 csv run 5: institution: expected I06, got I04

Q38. Which institutions is W71 credited to, at every level?

R1 csv run 1: institutions: expected ['I01', 'I02', 'I03', 'I04'], got ['I01', 'I02', 'I03', 'I04', 'I06']
R1 csv run 2: institutions: expected ['I01', 'I02', 'I03', 'I04'], got ['I06', 'I04', 'I03', 'I02', 'I01']
R1 csv run 3: institutions: expected ['I01', 'I02', 'I03', 'I04'], got ['I06', 'I04', 'I03', 'I02', 'I01']
R1 csv run 4: institutions: expected ['I01', 'I02', 'I03', 'I04'], got ['I06', 'I04', 'I03', 'I02', 'I01']
R1 csv run 5: institutions: expected ['I01', 'I02', 'I03', 'I04'], got ['I06', 'I04', 'I03', 'I02', 'I01']

Q39. How many of the University of Albury's research works (units included) appeared in a source of the highest tier?

R1 csv run 1: count: expected 3, got 4
R1 csv run 2: count: expected 3, got 1
R1 csv run 3: count: expected 3, got None
R1 csv run 4: count: expected 3, got 4
R1 csv run 5: count: expected 3, got 4

Q40. Which source is in the highest tier?

R1 csv run 2: source: expected S01, got S04
R1 csv run 3: source: expected S01, got None

Q41. Is Coastal Engineering Review (S03) in a higher tier than Ocean Sensing Letters (S02)?

R1 csv run 1: higher: expected no, got depends
R1 csv run 2: higher: expected no, got depends
R1 csv run 3: higher: expected no, got depends
R1 csv run 4: higher: expected no, got depends

Q42. How many research works appeared in Global Marine Science Reports (S04)?

R1 csv run 1: count: expected 0, got 2
R1 csv run 2: count: expected 0, got 2
R1 csv run 3: count: expected 0, got 2
R1 csv run 4: count: expected 0, got 2
R1 csv run 5: count: expected 0, got 2

Q43. Is W07 research output?

R1 csv run 1: research: expected no, got yes
R1 csv run 2: research: expected no, got yes
R1 csv run 3: research: expected no, got yes
R1 csv run 4: research: expected no, got yes
R1 csv run 5: research: expected no, got yes

Q44. Which institutions are part of the Albury University System, at any level below it?

R1 csv run 1: institutions: expected ['I02', 'I03', 'I04', 'I05'], got ['I02', 'I03', 'I04', 'I05', 'I06']
R1 csv run 2: institutions: expected ['I02', 'I03', 'I04', 'I05'], got ['I02', 'I03', 'I04', 'I05', 'I06']
R1 csv run 3: institutions: expected ['I02', 'I03', 'I04', 'I05'], got ['I02', 'I03', 'I04', 'I05', 'I06']
R1 csv run 4: institutions: expected ['I02', 'I03', 'I04', 'I05'], got ['I02', 'I03', 'I04', 'I05', 'I06']
R1 csv run 5: institutions: expected ['I02', 'I03', 'I04', 'I05'], got ['I02', 'I03', 'I04', 'I05', 'I06']

Q45. How many research works is the Halloran Institute for Coastal Studies (I06) credited with?

R1 csv run 1: count: expected 3, got 4
R1 csv run 2: count: expected 3, got 4
R1 csv run 3: count: expected 3, got 4
R1 csv run 4: count: expected 3, got 4
R1 csv run 5: count: expected 3, got 4

Q46. What is the ultimate parent of the Halloran Institute for Coastal Studies (I06)?

R1 csv run 1: parent: expected I06, got I01
R1 csv run 2: parent: expected I06, got I01
R1 csv run 3: parent: expected I06, got I01
R1 csv run 4: parent: expected I06, got I01
R1 csv run 5: parent: expected I06, got I01
R10 executed run 1: parent: expected I06, got I01
R10 executed run 2: parent: expected I06, got I01

Q47. Why do Kesting University and Rostval Technical University swap places in 2024 between full and fractional counting?

R1 csv run 1: Gets Kesting's shares (W22 single-author, half of W20 and W21) but says W21 is in Rostval's four works and doesn't state each has four authors with a quarter share; it gives 1.0 rather than a quarter each and doesn't explicitly say they swap places.
R1 csv run 2: Gets Kesting's larger shares (sole W22, half of W20/W21) but omits that each Rostval work has four authors, one from Rostval, so a quarter each; only roughly implies it.
R1 csv run 3: Gives Kesting's shares (0.5, 0.5, 1) correctly, and Rostval's quarter-shares with four authors, but doesn't say only one author per work is from Rostval, and uses I09 instead of naming the institution; the Rostval point is mostly met, Kesting's W22 single-author review not identified as such.
R1 csv run 4: Gets Rostval's 0.25 shares across four-author works and Kesting's larger shares (W22 whole, 0.5 on W20/W21), but never states that Rostval has one author on each of its four works, which is implied only loosely.
R1 csv run 5: Rostval's quarter-share per work is covered (1.0 total), but Kesting's shares are not specified (W22 single-author review, half of W20 and W21); it only gives a total of 2.0 and mentions W21 as Rostval's, not clearly identifying Kesting's works.
R10 executed run 1: Says Rostval's four works give each 0.25 (first point), but doesn't mention four authors with one from Rostval, and Kesting's shares are given only as 0.5/0.5/1 without identifying W22 as a single-author review; roughly meets the shares point, though the full-counting framing differs
R10 executed run 3: Correctly gives Rostval's four works at 0.25 each, but credits Kesting with sole-author W22 and W24 rather than W22 plus half of W20 and W21, and denies the swap by claiming a tie under full counting.
R10 executed run 4: Gets Kesting's shares (W22 sole, half of W20/W21) and Rostval's one-of-four authors per work, but never says each Rostval work is a quarter share; also the identifiers I09/I07 are not named as the institutions.
R10 executed run 5: Gives Kesting's larger shares (sole author of W22, half of W20/W21) but says Rostval holds a quarter of each of its four works without noting each has four authors with one from Rostval; mostly meets point 2, point 1 only loosely

Q48. Why is W70 not one of the University of Albury's research works, though its author lists the Tessel Laboratory?

R1 csv run 1: Rejects the premise, whereas the key says only the last-listed affiliation counts, so W70 goes to the Halloran Institute, an affiliated institute that doesn't roll up to Albury.
R1 csv run 2: Rejects the premise and says W70 counts for the University of Albury; checklist says only the last-listed affiliation counts (Halloran Institute), an affiliated institute that doesn't roll up.
R1 csv run 3: Asserts the opposite: claims W70 does count for Albury, whereas the key says only the last-listed affiliation counts (Halloran Institute, an affiliated institute that doesn't roll up).
R1 csv run 4: Rejects the premise and says W70 counts for Albury; the key says only the last-listed affiliation counts, so W70 goes to the Halloran Institute, which is affiliated and does not roll up to Albury.
R1 csv run 5: Rejects the premise and says W70 counts for Albury; the key says only the last-listed affiliation counts, crediting the Halloran Institute, which is an affiliated institute and does not roll up to Albury.
R10 executed run 1: Says W70 is credited to the Halloran Institute (last-listed affiliation) and that I06 counts only toward itself, not the University of Albury; but doesn't state that it's an affiliated institute rather than a unit, nor the 'last listed affiliation' rule explicitly
R10 executed run 2: Correctly says the affiliate doesn't roll up to the University, and credits W70 to I06. But it never gives the last-listed-affiliation rule and wrongly denies that the author lists the Tessel Laboratory.
R10 executed run 3: Says W70 is credited only to I06 (Halloran Institute), matching the last-listed affiliation point, but never says that the Halloran Institute is an affiliated institute rather than a unit, so its works don't roll up to Albury; it only says I06 counts towards itself, not I02.
R10 executed run 4: Says W70 is credited to I06, an affiliated institution not rolling up to I02, but omits that only the last-listed affiliation counts.
R10 executed run 5: Says W70 is credited to I06 (Halloran) and that I06 is an affiliate not rolling up to I02, but never states the 'last-listed affiliation counts' rule

Run 2026-11-04-2053-sonnet

Accuracy

Question by question

The prompts

research: claude:sonnet, 2026-11-04 20:53

Accuracy

Against R1 csv, question by question

By question

Lists, with partial credit

Why each miss was marked

Against R1 `csv`, question by question