{"meta":{"query_hash":"c1d90b88f531","filters":{"venue":"PEARL (University of Plymouth)"},"cohort_total":28,"direct_labels_cover":1,"predictions_cover":28,"exported":28,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c1d90b88f531","api":"https://metacan.xera.ac/api/v1/cohort?venue=PEARL+%28University+of+Plymouth%29"},"results":[{"id":"W1481709142","doi":"10.24382/4715","title":"GEOGRAPHIC INFORMATION SYSTEMS (GIS) IN HIGHER EDUCATION: A STUDY OF PROVISION, PEDAGOGY AND EMPLOYABILITY IN THE UNITED KINGDOM AND TURKEY","year":2013,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Keele University; Ulster University; Durham University; University of Bristol; Loughborough University; University of Reading; University of Sussex; University of Leeds; Newcastle University; University of Oxford; University of St Andrews; Manchester Metropolitan University; University of Leicester; University of Worcester; University of Salford Manchester; Oxford Brookes University; University of Hull; Kingston University; University of Southampton; Liverpool John Moores University; University of Aberdeen; Aberystwyth University; University of Stirling; University of Glasgow; University of Gloucestershire; University of Greenwich; University of Central Lancashire; London School of Economics and Political Science; University of Brighton; Nottingham Trent University; University of Wolverhampton; Liverpool Hope University; King's College London; University of Hertfordshire; University of Portsmouth; Queen's University; Trent University; Queen Mary University of London; University of Exeter; Coventry University; Ryerson University","keywords":"Employability; Geographic information system; Kingdom; Geography; Pedagogy; Political science; Regional science; Sociology; Cartography","score_opus":0.04027117781695049,"score_gpt":0.3186044377118059,"score_spread":0.2783332598948554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1481709142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966397,0.00032794502,0.00007223562,0.000353856,0.000007035085,0.000011591233,0.000009908599,0.0000021591459,0.0025755987],"genre_scores_gemma":[0.99908555,0.00022150527,0.000091927155,0.00007127086,0.0000016227476,0.000006514904,0.000008666732,0.0000018469229,0.00051111256],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99602485,0.0018232698,0.00035669762,0.0002929596,0.0007448186,0.0007574513],"domain_scores_gemma":[0.99198884,0.0033875073,0.0014467872,0.00024043437,0.0013553377,0.0015810226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004407158,0.0002717812,0.00041127528,0.0014105062,0.003073268,0.0037296857,0.00086687837,0.00093539123,0.001677887],"category_scores_gemma":[0.0069527216,0.00041997785,0.00025681488,0.0024947892,0.0026417698,0.0014475976,0.0029948528,0.0010568842,0.0003027886],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012068167,0.00058325543,0.2615681,0.0005738144,0.00001976808,0.0027379869,0.66807634,0.00040491455,0.0017590943,0.0056632804,0.0018875819,0.056605157],"study_design_scores_gemma":[0.00000950059,0.00025036893,0.32880747,0.00031759322,0.000011846588,0.00046699567,0.6490124,0.00036408214,0.00043025968,0.00019687529,0.020101834,0.0000307879],"about_ca_topic_score_codex":0.06053295,"about_ca_topic_score_gemma":0.0836497,"teacher_disagreement_score":0.06053295,"about_ca_system_score_codex":0.010008788,"about_ca_system_score_gemma":0.0074795787,"threshold_uncertainty_score":0.12036121},"labels":[],"label_agreement":null},{"id":"W1551398678","doi":"10.24382/4463","title":"\"The Duchy of Cornwall - A Feudal Remnant? An Examination of the origin, evolution and present status of the Duchy of Cornwall\"","year":2013,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Partenariat Canadien Contre Le Cancer; Bank of England","keywords":"Duchy; Feudalism; History; Ancient history; Archaeology; Geography; Law; Political science","score_opus":0.0190911285282848,"score_gpt":0.20147112057830635,"score_spread":0.18237999205002156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551398678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.823856,0.008059333,0.0008374604,0.0139271375,0.00016478867,0.000026467085,0.000052330317,0.000010900933,0.15306552],"genre_scores_gemma":[0.98518735,0.001516286,0.00022130444,0.00039117486,0.000019279787,0.0000053864565,0.000025257772,0.00001070118,0.012623305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988238,0.00043079673,0.000030331543,0.00014807734,0.0002916362,0.0002753759],"domain_scores_gemma":[0.9978382,0.0012361195,0.00036792312,0.000099442375,0.00024288717,0.00021548718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017104237,0.00011813619,0.00019260032,0.0014948829,0.008675256,0.008045181,0.00077583594,0.0014603275,0.005568845],"category_scores_gemma":[0.003985678,0.00023616012,0.00010205812,0.0020501902,0.01655782,0.0047719195,0.0031955193,0.0022737158,0.00022247042],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079701036,0.000027580427,0.015029169,0.00012257822,0.0000066492544,0.0020872615,0.30142805,0.00013766444,0.0010652416,0.6312237,0.008166572,0.040625736],"study_design_scores_gemma":[0.000007931729,0.00008483917,0.08048289,0.0010598578,0.000014499992,0.0010701878,0.41137668,0.00031850315,0.0012427017,0.022390537,0.4818834,0.00006800669],"about_ca_topic_score_codex":0.10247648,"about_ca_topic_score_gemma":0.20792732,"teacher_disagreement_score":0.10247648,"about_ca_system_score_codex":0.008339039,"about_ca_system_score_gemma":0.0041290885,"threshold_uncertainty_score":0.20375997},"labels":[],"label_agreement":null},{"id":"W1563510621","doi":"10.24382/4577","title":"Multi-scale variability in phytoplankton populations of the North Atlantic basin: from eddies to global change","year":2006,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Eddy; Phytoplankton; Geography; Scale (ratio); Climatology; Environmental science; Structural basin; Fishery; Geology; Biology; Ecology; Meteorology; Cartography; Geomorphology","score_opus":0.022322210511271964,"score_gpt":0.22436229543069158,"score_spread":0.2020400849194196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563510621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993222,0.0021135926,0.00058415375,0.0005819346,0.000075904834,0.000010462572,0.001380951,0.000025034722,0.0020059596],"genre_scores_gemma":[0.99663526,0.0010302442,0.00059765094,0.00013190243,0.000033100157,0.000011197686,0.0011018502,0.000008599141,0.000450193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99979705,0.000042663974,0.000021021213,0.00008068575,0.000030672265,0.000028061435],"domain_scores_gemma":[0.99955314,0.00013065056,0.00011837224,0.000076817654,0.00007443357,0.000046607376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006790507,0.00022201634,0.00029699248,0.0010175321,0.00034570936,0.001088145,0.0002683769,0.00056583196,0.00074961997],"category_scores_gemma":[0.0011352656,0.0002634786,0.0004939851,0.0019603847,0.00036117437,0.0008328898,0.00075299543,0.00033459137,0.00010203184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043939985,0.000028687617,0.96745324,0.00008643839,0.00032827104,0.00020020014,0.00088161934,0.0024892094,0.0010741147,0.000416094,0.001010531,0.025987677],"study_design_scores_gemma":[0.0000017797836,0.0000064169963,0.9967084,0.00001901333,0.000024998893,0.000026398453,0.00027312216,0.0014399308,0.000031278643,0.0001433126,0.0013181673,0.0000070477117],"about_ca_topic_score_codex":0.055509575,"about_ca_topic_score_gemma":0.1029001,"teacher_disagreement_score":0.055509575,"about_ca_system_score_codex":0.0008921628,"about_ca_system_score_gemma":0.000417345,"threshold_uncertainty_score":0.11037296},"labels":[],"label_agreement":null},{"id":"W1577336414","doi":"10.24382/4016","title":"End-of-life discussions in nonmalignant respiratory disease in the United Kingdom and Canada","year":2014,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"British Lung Foundation","keywords":"Kingdom; Medicine; Respiratory system; Family medicine; Gerontology; Internal medicine; Biology","score_opus":0.07692425575810626,"score_gpt":0.3240301354220106,"score_spread":0.24710587966390435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577336414","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15227513,0.79335445,0.00032859386,0.016231308,0.00083388225,0.0011457062,0.011957116,0.000037639915,0.023836236],"genre_scores_gemma":[0.6968081,0.28680566,0.002130775,0.007900867,0.00013890283,0.00083367096,0.0036892705,0.00003855787,0.0016542175],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9803295,0.005425263,0.0052855154,0.0011342445,0.0062114554,0.001614007],"domain_scores_gemma":[0.9012765,0.029276254,0.0180065,0.0011164682,0.03958926,0.010734999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01262032,0.00042767957,0.0017744689,0.006058162,0.0029973339,0.0044538965,0.001979942,0.001228081,0.0040418226],"category_scores_gemma":[0.07291168,0.00055959384,0.0025631618,0.011804796,0.0013939436,0.0017642834,0.0033457584,0.0017603165,0.00017596305],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003283743,0.000495166,0.22153002,0.27517352,0.0058294255,0.0017949466,0.048124835,0.0011894098,0.0005290714,0.008078958,0.05809341,0.37587747],"study_design_scores_gemma":[0.00090152473,0.0004971765,0.5416263,0.30184174,0.004299597,0.00079883117,0.031526037,0.000508793,0.00054696045,0.0006509765,0.11629731,0.0005048215],"about_ca_topic_score_codex":0.9767412,"about_ca_topic_score_gemma":0.98751605,"teacher_disagreement_score":0.08350323,"about_ca_system_score_codex":0.08350323,"about_ca_system_score_gemma":0.21701416,"threshold_uncertainty_score":0.6058612},"labels":[],"label_agreement":null},{"id":"W1601180315","doi":"10.24382/4667","title":"Application of Polychlorinated Biphenyl Signatures for Environmental Fingerprinting","year":2014,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polychlorinated biphenyl; Environmental chemistry; Biphenyl; Chemistry; Organic chemistry","score_opus":0.003996549614475841,"score_gpt":0.18744503680232197,"score_spread":0.18344848718784612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1601180315","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44079825,0.019286701,0.52133286,0.0006907074,0.00042356152,0.00075717055,0.0036176555,0.0021193756,0.010973657],"genre_scores_gemma":[0.6818412,0.008086098,0.3032532,0.0006063659,0.000086534346,0.0003485366,0.0011046543,0.000098928016,0.004574481],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991136,0.00015618176,0.000043216354,0.00029507652,0.00030995472,0.00008198998],"domain_scores_gemma":[0.9996101,0.00009073507,0.00006698059,0.000032517022,0.00016852522,0.00003120369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061949703,0.00070949085,0.00037586404,0.0018773424,0.000308656,0.0005506607,0.0005775228,0.0011779228,0.0006421688],"category_scores_gemma":[0.000695765,0.00028718408,0.00032725185,0.0012057045,0.00043854737,0.00052159774,0.000586074,0.00065306015,0.00054704765],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008559179,0.00004185872,0.0027289577,0.0001902827,0.00002524494,0.00012865107,0.00004403128,0.00033352783,0.9637158,0.00030999482,0.00016975026,0.032226343],"study_design_scores_gemma":[0.000010009368,0.00026895799,0.008124028,0.000034299697,0.000047239195,0.0007960394,0.00009504234,0.0045519606,0.9774711,0.0004908915,0.008064017,0.000046384477],"about_ca_topic_score_codex":0.0010155037,"about_ca_topic_score_gemma":0.0014396234,"teacher_disagreement_score":0.0018773424,"about_ca_system_score_codex":0.00032692973,"about_ca_system_score_gemma":0.0005713293,"threshold_uncertainty_score":0.0032762885},"labels":[],"label_agreement":null},{"id":"W1678993430","doi":"10.24382/4848","title":"The Molecular and behavioural ecology of click beetles (Coleoptera: Elateridae) in agricultural land","year":2011,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Bayer CropScience; Department for Environment, Food and Rural Affairs, UK Government","keywords":"Ecology; Agriculture; Geography; Biology; Agroforestry","score_opus":0.005392215374819067,"score_gpt":0.1686711560192653,"score_spread":0.16327894064444623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1678993430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99932194,0.00019326115,0.00009038983,0.0000070025426,9.620258e-7,0.000005238139,0.00013223846,0.000002528155,0.0002465235],"genre_scores_gemma":[0.9980654,0.00028102435,0.00038220326,0.00002272357,0.0000026575426,0.000013240456,0.00045902157,0.0000023961318,0.0007714113],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998914,0.000011344345,0.0000068548616,0.000038261067,0.000022807062,0.000029275634],"domain_scores_gemma":[0.9997491,0.000039137623,0.00011344683,0.000008531849,0.000041997755,0.000047802798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010588568,0.00017321583,0.000118338,0.0007574846,0.00018893053,0.00031854876,0.00011832785,0.00023283131,0.00085504923],"category_scores_gemma":[0.00023181878,0.0001519652,0.00012292892,0.0004447643,0.00029181765,0.00019003061,0.0001375022,0.00018263825,0.00023748488],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002951593,0.00009505065,0.30202195,0.00013554071,0.000041180978,0.00022456913,0.0007746614,0.00008698481,0.68643916,0.000062050094,0.00007701813,0.009746599],"study_design_scores_gemma":[0.0000010880555,0.000056277404,0.9980344,0.0000031609327,0.0000064806063,0.000121568926,0.00014813934,0.000041718682,0.0014500229,0.000004089689,0.0001315596,0.0000014920485],"about_ca_topic_score_codex":0.005074979,"about_ca_topic_score_gemma":0.010282481,"teacher_disagreement_score":0.005074979,"about_ca_system_score_codex":0.00021639401,"about_ca_system_score_gemma":0.00010371151,"threshold_uncertainty_score":0.010090888},"labels":[],"label_agreement":null},{"id":"W1900501518","doi":"","title":"Temporal and vertical distributions of IP25 and other lipid biomarkers in sea ice from Resolute Bay, Nunavut, Canada","year":2013,"lang":"en","type":"article","venue":"PEARL (University of Plymouth)","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bay; Oceanography; Sea ice; Geology; Physical geography; Climatology; Geography","score_opus":0.006436132000570547,"score_gpt":0.16455726783276292,"score_spread":0.15812113583219237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1900501518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99454737,0.00030998865,0.00009623939,0.00005021533,0.0000077515515,0.000017790788,0.0030581902,0.000012971953,0.0018996134],"genre_scores_gemma":[0.99295807,0.00032915646,0.0004626552,0.000051551917,0.0000040635123,0.000027728764,0.00400018,0.000010852921,0.0021558546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997713,0.000008148428,0.000008542085,0.000071712275,0.000073296906,0.000066973946],"domain_scores_gemma":[0.9991191,0.00003845963,0.00008683103,0.000019888439,0.0005824622,0.00015333746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020083501,0.0003595966,0.00028135462,0.0015633114,0.0017948519,0.0010161177,0.0007142639,0.00024155593,0.0011062539],"category_scores_gemma":[0.00046066317,0.000278864,0.00018726832,0.0022426718,0.00054558204,0.00022709835,0.0006072992,0.00032270714,0.00024282734],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001893943,0.00002951615,0.9818211,0.000034485834,0.00005973394,0.00015151789,0.001361295,0.00026740707,0.008502496,0.00006315362,0.00091797276,0.006601964],"study_design_scores_gemma":[0.0000031716165,0.000007889815,0.99774534,0.000010761906,0.00000809479,0.000023566005,0.0008681578,0.00018093453,0.00048137613,0.0000069235243,0.0006571464,0.0000065951167],"about_ca_topic_score_codex":0.9843895,"about_ca_topic_score_gemma":0.9948651,"teacher_disagreement_score":0.015610516,"about_ca_system_score_codex":0.0110604605,"about_ca_system_score_gemma":0.0066441456,"threshold_uncertainty_score":0.08024967},"labels":[],"label_agreement":null},{"id":"W2516869975","doi":"","title":"Doing Educational Research in Rural Settings: Methodological issues, international perspectives and practical solutions","year":2014,"lang":"en","type":"book-chapter","venue":"PEARL (University of Plymouth)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Sociology; Management science; Political science; Regional science; Engineering","score_opus":0.2819384694871514,"score_gpt":0.468325150299423,"score_spread":0.1863866808122716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516869975","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009393427,0.11340443,0.0467668,0.6854513,0.013904923,0.00071180786,0.00015405806,0.00024551657,0.12996766],"genre_scores_gemma":[0.3963836,0.19511355,0.14788792,0.16058016,0.016081514,0.0075456873,0.00045678258,0.0010612641,0.07488945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.858235,0.124847196,0.003697294,0.003738268,0.0070290803,0.0024531665],"domain_scores_gemma":[0.75508034,0.21326768,0.0054219733,0.009820267,0.0120168375,0.00439285],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1367521,0.0015193998,0.0020855623,0.0029851058,0.011404933,0.034240168,0.005375548,0.008470672,0.0069161546],"category_scores_gemma":[0.09285256,0.0016559047,0.0008564563,0.008818917,0.06175203,0.02937799,0.01737153,0.016471474,0.0019866913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002694112,0.000052407635,0.00045411533,0.0019565907,0.00002319256,0.00035016765,0.14512269,0.0001509502,0.00017493303,0.7811443,0.037438,0.033105746],"study_design_scores_gemma":[0.00002447801,0.0000904657,0.00061326125,0.011902748,0.000027647424,0.00082324527,0.23944044,0.0004634285,0.00025062563,0.19766863,0.54865104,0.00004398237],"about_ca_topic_score_codex":0.002488089,"about_ca_topic_score_gemma":0.004580221,"teacher_disagreement_score":0.8632479,"about_ca_system_score_codex":0.011954731,"about_ca_system_score_gemma":0.023337545,"threshold_uncertainty_score":0.72322285},"labels":[],"label_agreement":null},{"id":"W2790417540","doi":"10.24382/465","title":"Exploring the Teaching-research Nexus in College Based and University Higher Education","year":2018,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"London Metropolitan University; Liverpool John Moores University; University of Westminster; University of Hertfordshire; London South Bank University; University of Birmingham; University of Reading; University of Bristol; University of Nottingham; Harper Adams University; Newcastle University; University of Warwick; Keele University; University of East Anglia; Trent University; Canterbury Christ Church University; Arts University Bournemouth; Falmouth University; Bishop Grosseteste University; University of Sussex; Bath Spa University; University of Essex; University of Bedfordshire; University of Winchester; Kingston University; University of Chester; University of Exeter; Oxford Brookes University; Middlesex University; Liverpool Hope University; Leeds Trinity University; University of Southampton; Department for Business, Innovation and Skills; University of Bath; Leeds Beckett University; University of Bolton; Victoria University; University of Hull; Dysautonomia Foundation; Nottingham Trent University; Cranfield University; University of Wolverhampton; Royal College of Art; Edge Hill University; Sheffield Hallam University; University of East London; Southampton Solent University; Bucks New University; University of Greenwich; University of Salford Manchester; Aston University; University of Roehampton; St Mary's University; University of Worcester; Northumbria University; Staffordshire University; University of Northampton; University of Chichester; University of Portsmouth; Manchester Metropolitan University; University of West London; York St John University; University of Leeds; Loughborough University; University of Cumbria","keywords":"Nexus (standard); Mathematics education; Higher education; Pedagogy; Sociology; Political science; Engineering ethics; Engineering; Psychology","score_opus":0.09820218175729545,"score_gpt":0.3346513515098661,"score_spread":0.23644916975257063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790417540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838403,0.00057573867,0.0008306996,0.0015702158,0.000018440942,0.00003375355,0.000012916945,0.000006092299,0.013111864],"genre_scores_gemma":[0.99809176,0.000160656,0.00033779562,0.00013622688,0.000007339934,0.000015303922,0.000007448443,0.0000039609567,0.0012393815],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98296124,0.011488222,0.0005783164,0.0007603845,0.0020819854,0.0021297992],"domain_scores_gemma":[0.96095383,0.024622183,0.0044617825,0.001387075,0.0019933146,0.006581764],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.013921461,0.00017432861,0.00047036682,0.0034917467,0.006467959,0.014721314,0.001125705,0.0013003332,0.0037525622],"category_scores_gemma":[0.020952564,0.00039450865,0.00031629213,0.004368073,0.011457039,0.008267261,0.011790187,0.0034609295,0.00029608072],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016598559,0.0007201777,0.12066181,0.000291745,0.00002890742,0.0009026869,0.7404967,0.0002935149,0.001520314,0.064728856,0.00058544,0.06960385],"study_design_scores_gemma":[0.000008314103,0.0001583017,0.10317501,0.00018389727,0.0000062176646,0.00033997482,0.87404925,0.00039677665,0.00037601832,0.008774449,0.012502773,0.00002904867],"about_ca_topic_score_codex":0.004317208,"about_ca_topic_score_gemma":0.012874294,"teacher_disagreement_score":0.98607856,"about_ca_system_score_codex":0.008359212,"about_ca_system_score_gemma":0.007938621,"threshold_uncertainty_score":0.07362455},"labels":[],"label_agreement":null},{"id":"W2791921699","doi":"10.5281/zenodo.1176229","title":"A Knowledge-Based, Data-Driven Method For Action-Sound Mapping","year":2017,"lang":"en","type":"preprint","venue":"PEARL (University of Plymouth)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Sound (geography); Action (physics); Acoustics","score_opus":0.15201632190412132,"score_gpt":0.3329234567672154,"score_spread":0.1809071348630941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791921699","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012627622,0.00003301569,0.9966208,0.000048297126,0.000014419897,0.00010984207,0.00032340555,0.0012012847,0.00038622672],"genre_scores_gemma":[0.0528146,0.000054270193,0.9432731,0.00009433358,0.000018856897,0.0007285174,0.0018205417,0.00025747382,0.0009383486],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9960849,0.0008436116,0.00025674066,0.0014676678,0.0011910022,0.00015610455],"domain_scores_gemma":[0.99473864,0.0032006372,0.00026002649,0.0009731203,0.00068535894,0.0001421577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033698396,0.0019205076,0.001347386,0.0032599338,0.00076965155,0.0023103699,0.0041807825,0.0019000616,0.005047749],"category_scores_gemma":[0.0126031535,0.0009135337,0.0025724554,0.0028097483,0.0011532601,0.0021755644,0.0034035796,0.0026995107,0.0020848617],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048242536,0.00068059616,0.0027707005,0.00070869585,0.00035194025,0.00040137986,0.001011765,0.13485259,0.01622804,0.023193909,0.006401224,0.8129169],"study_design_scores_gemma":[0.00007603397,0.00015477532,0.00091849745,0.000076099685,0.00007069836,0.00017315608,0.00027696503,0.9200182,0.01404163,0.0509745,0.013154278,0.0000652113],"about_ca_topic_score_codex":0.0055740597,"about_ca_topic_score_gemma":0.0076946896,"teacher_disagreement_score":0.0055740597,"about_ca_system_score_codex":0.0014387271,"about_ca_system_score_gemma":0.002170874,"threshold_uncertainty_score":0.01782161},"labels":[],"label_agreement":null},{"id":"W2808365028","doi":"10.24382/870","title":"Exploring Privilege through the creation and Live/Digital Performance of an Alter Ego","year":2018,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Windsor","keywords":"Privilege (computing); Id, ego and super-ego; Psychology; Social psychology; Sociology; Computer science; Computer security","score_opus":0.041720703799188956,"score_gpt":0.2524138092005199,"score_spread":0.21069310540133096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808365028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70881146,0.0010148158,0.0148227345,0.011931088,0.00032891743,0.00019055586,0.000040369097,0.00013612001,0.26272392],"genre_scores_gemma":[0.97701824,0.00046834245,0.002168028,0.0003498292,0.00003696242,0.00006195291,0.00001274451,0.000047532576,0.019836364],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99223125,0.0056567956,0.00009440291,0.00042488138,0.0008199142,0.00077274116],"domain_scores_gemma":[0.9959883,0.0017979657,0.0004086773,0.0005714166,0.00026684138,0.0009668959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006530984,0.0004780928,0.0002953891,0.0010119621,0.010685136,0.010128031,0.0014750207,0.0014598785,0.005292373],"category_scores_gemma":[0.0067513054,0.00026522804,0.0003299545,0.00046911175,0.03650709,0.007723678,0.014616439,0.0031658707,0.0009153281],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024701727,0.00011795294,0.0015183712,0.0001344911,0.000006607263,0.0005833203,0.81179374,0.00017395845,0.0017328663,0.1582813,0.0031768458,0.022455866],"study_design_scores_gemma":[0.000011403925,0.00011152323,0.0012635256,0.00029767092,0.000009787485,0.0008086883,0.78799665,0.00037739592,0.001791809,0.018436307,0.18886706,0.000028224229],"about_ca_topic_score_codex":0.0021624577,"about_ca_topic_score_gemma":0.0046151923,"teacher_disagreement_score":0.010685136,"about_ca_system_score_codex":0.0032805842,"about_ca_system_score_gemma":0.0037284228,"threshold_uncertainty_score":0.03453958},"labels":[],"label_agreement":null},{"id":"W2899000562","doi":"","title":"Generating Orchestral Sequences with Timbral Descriptors","year":2018,"lang":"en","type":"preprint","venue":"PEARL (University of Plymouth)","topic":"Music and Audio Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Speech recognition; Artificial intelligence; Natural language processing","score_opus":0.028402688982352858,"score_gpt":0.20388966474611195,"score_spread":0.1754869757637591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899000562","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05005427,0.0002696265,0.9348004,0.00014319441,0.0002353712,0.00017764208,0.0006706988,0.00510497,0.008543756],"genre_scores_gemma":[0.38350365,0.00043449394,0.59243846,0.00010007189,0.00019598432,0.00020361661,0.0036303243,0.0010753941,0.018418059],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997656,0.000037247435,0.000010946894,0.000070591195,0.00008004868,0.0000355759],"domain_scores_gemma":[0.9996828,0.00012673017,0.0000184304,0.000057989157,0.0000769131,0.00003713593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029130562,0.0010406332,0.0005748697,0.0010062424,0.00043068762,0.00080975244,0.00074133027,0.00071831245,0.013632161],"category_scores_gemma":[0.0014980094,0.00043619674,0.0007739364,0.0008611546,0.00031314918,0.00058417115,0.0010839604,0.0007781298,0.004179598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011961175,0.00017653086,0.0008771838,0.00037177064,0.00007687705,0.000494823,0.00017665293,0.040213156,0.14508218,0.013722739,0.009181632,0.7884303],"study_design_scores_gemma":[0.0002341319,0.00038276668,0.0013369761,0.00006240931,0.00009367648,0.0004971532,0.00021180819,0.82285374,0.13603012,0.016438482,0.021816045,0.000042609445],"about_ca_topic_score_codex":0.00142092,"about_ca_topic_score_gemma":0.002850578,"teacher_disagreement_score":0.013632161,"about_ca_system_score_codex":0.00026422803,"about_ca_system_score_gemma":0.00046398435,"threshold_uncertainty_score":0.04560405},"labels":[],"label_agreement":null},{"id":"W2946940851","doi":"10.13140/rg.2.2.12433.28003","title":"Use of Species Distribution Modeling in the Deep Sea","year":2019,"lang":"en","type":"article","venue":"PEARL (University of Plymouth)","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Community College; University of Ottawa; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"European Commission","keywords":"Distribution (mathematics); Geography; Environmental science; Mathematics","score_opus":0.022074733783259755,"score_gpt":0.17792424235545273,"score_spread":0.15584950857219299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946940851","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033487123,0.004569668,0.90195394,0.005970996,0.0007624408,0.0001802433,0.000713838,0.0012408993,0.051120877],"genre_scores_gemma":[0.58829415,0.006300865,0.38978103,0.001129084,0.00033327693,0.00054892275,0.000736852,0.0004425792,0.012433281],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9966967,0.0023760358,0.00017033759,0.00024700823,0.00045928298,0.000050514456],"domain_scores_gemma":[0.9884899,0.00931354,0.00043734332,0.00060555857,0.0009866691,0.00016709241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008166883,0.0007888325,0.0005448467,0.0014618322,0.00077540026,0.0031605358,0.0012424653,0.000860084,0.0042019924],"category_scores_gemma":[0.013639903,0.00036028714,0.0013617306,0.0013031978,0.00076114375,0.0025834315,0.001989421,0.0013868872,0.0008895369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014385174,0.00009416678,0.014013384,0.0009720602,0.00025849688,0.00037178994,0.0015003468,0.48502976,0.00365277,0.12540552,0.009199087,0.35935873],"study_design_scores_gemma":[0.00003850525,0.00015183963,0.005351896,0.0011016538,0.000079794096,0.00018580306,0.00072944944,0.7144367,0.0039238366,0.17391911,0.09998195,0.00009938304],"about_ca_topic_score_codex":0.004698323,"about_ca_topic_score_gemma":0.0033964377,"teacher_disagreement_score":0.008166883,"about_ca_system_score_codex":0.0016346041,"about_ca_system_score_gemma":0.0010854619,"threshold_uncertainty_score":0.043191075},"labels":[],"label_agreement":null},{"id":"W4206852181","doi":"","title":"i-Berlioz: Interactive Computer-Aided Orchestration with Temporal Control","year":2018,"lang":"en","type":"preprint","venue":"PEARL (University of Plymouth)","topic":"Human Motion and Animation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Orchestration; Computer science; Control (management); Human–computer interaction; Artificial intelligence","score_opus":0.00981426212599039,"score_gpt":0.17590838461833852,"score_spread":0.16609412249234812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206852181","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013837772,0.00026684438,0.8899969,0.00018632381,0.00019296096,0.00018863704,0.00066696433,0.059631724,0.03503195],"genre_scores_gemma":[0.30033132,0.00062463887,0.6209444,0.0004154374,0.00022548804,0.0006471844,0.003796739,0.01611721,0.056897633],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995034,0.000068429705,0.000019475403,0.00014565073,0.00020852863,0.000054627882],"domain_scores_gemma":[0.9996804,0.00015068644,0.000017794317,0.000079525234,0.000035791065,0.00003585977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006906386,0.0009597446,0.0005946735,0.0005314932,0.00036718976,0.0015476105,0.0017121369,0.00062900485,0.035564903],"category_scores_gemma":[0.0020333487,0.00044607228,0.00054039597,0.00027795305,0.0006702317,0.0011190302,0.0027929896,0.0010438389,0.006705601],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017597908,0.0002230579,0.0015755072,0.00057262,0.00016010841,0.00077693537,0.001908091,0.053708203,0.16423142,0.052913513,0.065930516,0.6562402],"study_design_scores_gemma":[0.00045548278,0.00031289563,0.001979535,0.00015455415,0.000060887614,0.0007333198,0.0002816462,0.52008873,0.082729995,0.036401846,0.3566695,0.00013160269],"about_ca_topic_score_codex":0.0009708104,"about_ca_topic_score_gemma":0.0012954947,"teacher_disagreement_score":0.035564903,"about_ca_system_score_codex":0.00035161522,"about_ca_system_score_gemma":0.0003699991,"threshold_uncertainty_score":0.118976414},"labels":[],"label_agreement":null},{"id":"W4287118057","doi":"10.23889/ijpds.v5i1.1362","title":"Concept libraries for automatic electronic health record based phenotyping: A review.","year":2021,"lang":"en","type":"review","venue":"PEARL (University of Plymouth)","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Resource (disambiguation); Data science; Disease; Health records; Process (computing); Reuse; Electronic health record; Medicine; Health care; Political science; Engineering","score_opus":0.037447964569957116,"score_gpt":0.3057809576412142,"score_spread":0.2683329930712571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287118057","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00058494357,0.99135476,0.0037129754,0.001353184,0.00024335686,0.0005206428,0.0004305671,0.000100203164,0.00169936],"genre_scores_gemma":[0.0077792206,0.96756804,0.020394063,0.0013953182,0.00015998262,0.0012882635,0.0009289289,0.00003115634,0.00045503347],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9909622,0.0037033926,0.0023336029,0.0005645615,0.0022224563,0.00021385803],"domain_scores_gemma":[0.9138085,0.07031232,0.0073462534,0.0013293386,0.006595333,0.0006081969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019496446,0.0013268971,0.0030242975,0.026676826,0.00095465616,0.004618347,0.0034628573,0.0018199232,0.0061206543],"category_scores_gemma":[0.05675912,0.0010504778,0.0039531197,0.020375954,0.0019693503,0.008662937,0.0037335681,0.0021705974,0.0014361187],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013413152,0.00009161904,0.0006480788,0.22220439,0.0006205557,0.00012072579,0.0006753023,0.00044665186,0.00018420655,0.008176831,0.013555378,0.75314206],"study_design_scores_gemma":[0.00015059605,0.00031916233,0.0036629483,0.55476815,0.0036268432,0.0015063909,0.0010614686,0.0009178425,0.00079179165,0.009409917,0.42360514,0.0001797457],"about_ca_topic_score_codex":0.0050323997,"about_ca_topic_score_gemma":0.008326458,"teacher_disagreement_score":0.026676826,"about_ca_system_score_codex":0.004516537,"about_ca_system_score_gemma":0.015312471,"threshold_uncertainty_score":0.10310829},"labels":[],"label_agreement":null},{"id":"W6888878926","doi":"10.24382/n33e-6495\">10.24382/n33e-6495</a&gt","title":"Dataset for Parsons et al 2022: U-Pb zircon geochronology from the Northern Cordillera, central Yukon, with implications for its tectonic assembly. Tectonics","year":2021,"lang":"en","type":"dataset","venue":"PEARL (University of Plymouth)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geochronology; Zircon; Tectonics; Plate tectonics; Proterozoic","score_opus":0.026264665781436575,"score_gpt":0.2571038205681381,"score_spread":0.2308391547867015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6888878926","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010965275,0.000021339154,0.00002718246,0.000020318143,0.000008050674,0.0000032447792,0.99933726,0.000082406674,0.0003905543],"genre_scores_gemma":[0.0009307381,0.00003484474,0.00018827208,0.000021370155,0.0000035646624,0.000031253127,0.9980508,0.00005920861,0.0006799535],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995524,0.00003468257,0.00006368148,0.00014973948,0.00008170674,0.00011770069],"domain_scores_gemma":[0.9979126,0.00036886512,0.00015580801,0.00042292307,0.0009909245,0.00014886176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005673178,0.0012089498,0.0011364948,0.0028774915,0.0009545298,0.0020477478,0.0024692689,0.0015308507,0.12815878],"category_scores_gemma":[0.0042619384,0.0007002085,0.0007293521,0.008631883,0.0003447475,0.0011175121,0.0016588088,0.0009658966,0.054025948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007255324,0.000012636933,0.0024806096,0.0010290572,0.00006791045,0.000055138928,0.00005717799,0.00041412906,0.00015729309,0.0007989827,0.99171466,0.003139761],"study_design_scores_gemma":[0.00026171707,0.000008754246,0.012473428,0.00033272148,0.00007594069,0.000052192227,0.00016342464,0.00027967634,0.0002866983,0.0011757881,0.9848605,0.000029272718],"about_ca_topic_score_codex":0.22672625,"about_ca_topic_score_gemma":0.34848192,"teacher_disagreement_score":0.77327377,"about_ca_system_score_codex":0.0024535612,"about_ca_system_score_gemma":0.0049239798,"threshold_uncertainty_score":0.45081306},"labels":[],"label_agreement":null},{"id":"W6945317396","doi":"10.24382/3297","title":"Disclosure in Annual Reports: An Agency Theoretic Perspective in an International Setting","year":2001,"lang":"en","type":"other","venue":"PEARL (University of Plymouth)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Agency (philosophy); Perspective (graphical); Order (exchange); Point (geometry); Investment (military)","score_opus":0.008267240349694524,"score_gpt":0.24391292434930156,"score_spread":0.23564568399960703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945317396","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06502248,0.036568474,0.09351772,0.060068533,0.0010349624,0.00018062971,0.0009730939,0.00013186083,0.7425022],"genre_scores_gemma":[0.93902844,0.019240843,0.014369688,0.0016831331,0.0025834967,0.00015442351,0.00033592313,0.00005649625,0.022547554],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9784393,0.014335763,0.0011715258,0.0010364732,0.004168982,0.0008479798],"domain_scores_gemma":[0.9568679,0.028212951,0.0085620405,0.0025020181,0.0031945102,0.0006607168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013619901,0.0005184446,0.0005514677,0.005263378,0.0021917454,0.015738172,0.0009956738,0.0027052334,0.007733419],"category_scores_gemma":[0.037047543,0.0004558881,0.00063837745,0.007199263,0.007216696,0.011035277,0.0022236777,0.0022596957,0.0008414464],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011490162,0.000019410843,0.0010351097,0.000041478965,0.00000938188,0.000077005505,0.0009243495,0.0010150254,0.00003678567,0.9808981,0.0028205765,0.013111271],"study_design_scores_gemma":[0.00002131833,0.000052105417,0.0038447103,0.0004087783,0.000032276625,0.00042995642,0.0027256398,0.005096572,0.00028336613,0.8823018,0.104756534,0.000046938567],"about_ca_topic_score_codex":0.003110584,"about_ca_topic_score_gemma":0.0018812115,"teacher_disagreement_score":0.015738172,"about_ca_system_score_codex":0.0052968427,"about_ca_system_score_gemma":0.002377964,"threshold_uncertainty_score":0.07202977},"labels":[],"label_agreement":null},{"id":"W6980728178","doi":"","title":"CONSTRAINING THE AMOUNT OF SEA-LEVEL RISE THAT TRIGGERED THE ABRUPT CLIMATE EXCURSION 8200 YEARS AGO","year":2012,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Historical Influence and Diplomacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meltwater; Ectotherm; Limiting; Front (military); Gloom","score_opus":0.06276889387984717,"score_gpt":0.30034535987049316,"score_spread":0.23757646599064597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980728178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995155,0.00010431211,0.0013373895,0.000026474505,0.0000028603754,0.0000043745026,0.0010149716,0.000026241085,0.0023284426],"genre_scores_gemma":[0.99474454,0.00017274784,0.0018793405,0.0000087440585,0.0000041187773,0.000010339774,0.0025824264,0.000009470346,0.00058811164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99994874,0.000006325193,0.0000039584766,0.000020719384,0.0000070357814,0.000013270704],"domain_scores_gemma":[0.99974257,0.000090975154,0.000065990134,0.000030510664,0.00003198161,0.000037985767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000258596,0.00023101034,0.00014978954,0.00048616386,0.0003104894,0.0008206931,0.00021765252,0.0003677564,0.0012874337],"category_scores_gemma":[0.0011435678,0.00014260717,0.00019374375,0.00052207476,0.00015710814,0.00025968434,0.00046277713,0.00024460987,0.0005387389],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040352537,0.00007503101,0.8718523,0.00009017669,0.000097664684,0.0002232812,0.0004166262,0.041184433,0.041662123,0.0016289895,0.0007110046,0.041654874],"study_design_scores_gemma":[0.000018888239,0.0001022361,0.93017125,0.000038969625,0.0000485788,0.000086236054,0.00030802138,0.052307375,0.010860298,0.00074285804,0.0052960166,0.000019372723],"about_ca_topic_score_codex":0.013899726,"about_ca_topic_score_gemma":0.03187302,"teacher_disagreement_score":0.013899726,"about_ca_system_score_codex":0.00031164454,"about_ca_system_score_gemma":0.00038040767,"threshold_uncertainty_score":0.0276376},"labels":[],"label_agreement":null},{"id":"W6990318222","doi":"","title":"Development of a barcoding database for the UK Collembola: early results","year":2016,"lang":"en","type":"article","venue":"PEARL (University of Plymouth)","topic":"Collembola Taxonomy and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Taxonomy (biology); DNA barcoding; Identity (music); Species identification; Barcode","score_opus":0.044973520280413536,"score_gpt":0.1931008380026049,"score_spread":0.14812731772219137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990318222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57402045,0.010063145,0.3264826,0.006958997,0.00091196987,0.004271847,0.04739234,0.006773702,0.023124961],"genre_scores_gemma":[0.35131675,0.004268651,0.50660247,0.0012870089,0.00027903618,0.0012853051,0.11548819,0.0010076524,0.0184649],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99683017,0.00052230654,0.00041729407,0.00046961504,0.0013780217,0.000382625],"domain_scores_gemma":[0.9868879,0.002479104,0.0012151521,0.0013277415,0.007141192,0.0009488354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005126175,0.00071508694,0.000597529,0.0029686564,0.0011385899,0.002340491,0.0013465983,0.0018771858,0.0048350208],"category_scores_gemma":[0.01554826,0.00052197324,0.00047105018,0.0024410426,0.00055159285,0.0035101022,0.0020412926,0.001337894,0.0048381975],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001085347,0.00056782924,0.039949145,0.00222015,0.00007335951,0.0012244064,0.0051841224,0.0019506052,0.21328695,0.0038084916,0.025314024,0.70533556],"study_design_scores_gemma":[0.0003458549,0.0017055848,0.17260268,0.0017166118,0.00035581167,0.0020563197,0.0033240926,0.017853918,0.2321479,0.0020392493,0.5654516,0.00040032307],"about_ca_topic_score_codex":0.024825394,"about_ca_topic_score_gemma":0.025175372,"teacher_disagreement_score":0.024825394,"about_ca_system_score_codex":0.0014680402,"about_ca_system_score_gemma":0.0039796005,"threshold_uncertainty_score":0.049361765},"labels":[],"label_agreement":null},{"id":"W7000866690","doi":"","title":"HIGH-FREQUENCY SEISMIC REFLECTION SURVEYING FROM AN ICE ISLAND IN THE CANADIAN HIGH ARCTIC","year":2013,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Iceberg; Reflection (computer programming); Hydrophone; Arctic; Hammer; Window (computing); The arctic; Excavation; Wavelet","score_opus":0.013536997906265542,"score_gpt":0.19767671470422965,"score_spread":0.18413971679796412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000866690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993803,0.00022935122,0.00017631297,0.00010370641,0.000006099216,0.00002289239,0.0008950582,0.000015805279,0.004747858],"genre_scores_gemma":[0.9915554,0.00036564787,0.00059270073,0.000047671347,0.000003692942,0.000010321024,0.0012417523,0.000007501955,0.0061753886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996195,0.0000109638695,0.000008610713,0.000052689247,0.00019281106,0.00011541638],"domain_scores_gemma":[0.99955064,0.000017581924,0.000036265104,0.000012266801,0.00028150078,0.00010185633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028733772,0.0003045924,0.00019094111,0.0012814538,0.002747736,0.00074240455,0.0006112946,0.00031213573,0.0009599582],"category_scores_gemma":[0.0005142265,0.00018916289,0.00018526195,0.0017045814,0.0006205773,0.00019272741,0.0005129429,0.00029959835,0.00024748428],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065364514,0.00017807927,0.8177726,0.00027958924,0.00017230415,0.0040588365,0.017903691,0.0032951725,0.04874411,0.00083818275,0.005456714,0.10064704],"study_design_scores_gemma":[0.0000042867396,0.00003932453,0.9901557,0.000015815935,0.00001525309,0.00013620287,0.0023276845,0.0004757381,0.0011334101,0.00001304621,0.0056689135,0.000014682721],"about_ca_topic_score_codex":0.9896208,"about_ca_topic_score_gemma":0.9982305,"teacher_disagreement_score":0.011002015,"about_ca_system_score_codex":0.011002015,"about_ca_system_score_gemma":0.016686957,"threshold_uncertainty_score":0.07982558},"labels":[],"label_agreement":null},{"id":"W7002092912","doi":"","title":"The McGill Face Database: A Novel Database of Facial Expressions of Mental States","year":2019,"lang":"en","type":"other","venue":"PEARL (University of Plymouth)","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Facial expression; Facial recognition system; Feature (linguistics)","score_opus":0.023428611344980636,"score_gpt":0.20971438474057283,"score_spread":0.18628577339559219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002092912","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027957354,0.002310944,0.014263768,0.00042860716,0.00035981263,0.0007371282,0.92525274,0.009595329,0.019094286],"genre_scores_gemma":[0.05693101,0.0010039663,0.01583225,0.0003220095,0.000121714686,0.0012131542,0.90978074,0.00066871365,0.014126419],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993325,0.0000782611,0.00007055403,0.00014127372,0.00029154832,0.000085861735],"domain_scores_gemma":[0.999153,0.00016951306,0.00006066529,0.00027816676,0.00022527641,0.00011338676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006045463,0.0014376115,0.00087119715,0.0029217866,0.00058879843,0.0011865931,0.0019517369,0.0012499945,0.025978975],"category_scores_gemma":[0.003434709,0.00038030322,0.0006641355,0.0022017949,0.00027729556,0.0010439174,0.0018485844,0.0007124314,0.025348442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052839366,0.00021759792,0.0057510976,0.00077503175,0.00010570807,0.00049693015,0.0001703872,0.0013158111,0.0065545943,0.0017457602,0.8290195,0.15331914],"study_design_scores_gemma":[0.00031235776,0.00023981754,0.093953595,0.00037766827,0.00018560192,0.0028265647,0.00071700907,0.027263977,0.015140516,0.0043824892,0.85431755,0.0002829657],"about_ca_topic_score_codex":0.040351946,"about_ca_topic_score_gemma":0.078849,"teacher_disagreement_score":0.040351946,"about_ca_system_score_codex":0.00073298905,"about_ca_system_score_gemma":0.0011269405,"threshold_uncertainty_score":0.08690834},"labels":[],"label_agreement":null},{"id":"W7006469728","doi":"","title":"TRACE METALS IN DUSTS AND SEDIMENTS AROUND A BOATYARD IN PLYMOUTH ESTUARY","year":2012,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Estuary; Contamination; Trace metal; Biofouling; Sediment; Fouling; Tailings; Bioindicator; Pollution; Total organic carbon","score_opus":0.01681669346885509,"score_gpt":0.22993312818456887,"score_spread":0.2131164347157138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006469728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99907565,0.00005775063,0.00008175193,0.000033860375,0.0000031917555,0.000008886533,0.00019579442,0.000007514025,0.00053563144],"genre_scores_gemma":[0.9957526,0.00014245957,0.00048280603,0.000056525416,0.0000069643543,0.000012239667,0.00037485448,0.0000046307023,0.0031670353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99987686,0.000011640676,0.000009958289,0.000039116396,0.000043620887,0.000018689572],"domain_scores_gemma":[0.9998393,0.000021560665,0.000047222027,0.0000046795262,0.00004935789,0.00003790476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010661404,0.0003229552,0.00025583783,0.0009111654,0.001241665,0.0005983131,0.00034263593,0.00048355997,0.0010414886],"category_scores_gemma":[0.00020012696,0.00027360348,0.00016267993,0.0006585694,0.00035584546,0.00021249839,0.00039227563,0.00029327857,0.00021713659],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024321183,0.00007815188,0.9295082,0.00011355558,0.000058591366,0.006282637,0.0057184286,0.0003745778,0.047468595,0.0000308474,0.00054211105,0.009581078],"study_design_scores_gemma":[0.0000020881837,0.00010503833,0.99453247,0.000008972019,0.00000898769,0.0003521489,0.0032728675,0.00011789342,0.0010313612,0.000006976003,0.0005577541,0.0000033405252],"about_ca_topic_score_codex":0.07394688,"about_ca_topic_score_gemma":0.1855331,"teacher_disagreement_score":0.07394688,"about_ca_system_score_codex":0.0006767807,"about_ca_system_score_gemma":0.00036369477,"threshold_uncertainty_score":0.14703298},"labels":[],"label_agreement":null},{"id":"W7009595476","doi":"","title":"EMDL European Mobile Dome Lab for Artistic Research.","year":2023,"lang":"en","type":"other","venue":"PEARL (University of Plymouth)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cultural exchange; Dome (geology); Mobile technology; Study abroad; Grammar; Movie theater","score_opus":0.07300586363949284,"score_gpt":0.30596819387049606,"score_spread":0.2329623302310032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009595476","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00391571,0.0033101647,0.01687952,0.004150673,0.0017243731,0.00029259484,0.004201659,0.0033521282,0.9621731],"genre_scores_gemma":[0.027787361,0.0011430032,0.015093487,0.0006182633,0.00022553802,0.00023698024,0.0031613314,0.0013303439,0.9504037],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845946,0.00027939584,0.000049776798,0.00025733406,0.00077934074,0.00017464213],"domain_scores_gemma":[0.99817777,0.00023858121,0.000052157633,0.0003658072,0.0006211657,0.0005446573],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027248738,0.00093945366,0.00038438736,0.0013675517,0.001623246,0.004670852,0.0012659234,0.0019278701,0.30386713],"category_scores_gemma":[0.0029786103,0.00023584286,0.00037904183,0.0010642959,0.00089535664,0.0020673226,0.004253779,0.0011427021,0.14890943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003879849,0.00013697994,0.00070462195,0.00043695635,0.000010019616,0.00044435583,0.00094795186,0.00043805814,0.006988586,0.04919012,0.6409196,0.29939473],"study_design_scores_gemma":[0.000008252013,0.000011096983,0.00032816542,0.00004458708,0.0000010368318,0.000104866165,0.00012592343,0.00012961809,0.00070976274,0.00083833036,0.99769294,0.00000543515],"about_ca_topic_score_codex":0.0055435994,"about_ca_topic_score_gemma":0.011228969,"teacher_disagreement_score":0.30386713,"about_ca_system_score_codex":0.0015264077,"about_ca_system_score_gemma":0.0020654937,"threshold_uncertainty_score":0.99294907},"labels":[],"label_agreement":null},{"id":"W7025251217","doi":"","title":"Visual Culture in Translation : The Reception of the Benin Bronzes on the Verge of Modernity","year":2012,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Limits and Structures in Graph Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Modernity; Visual culture; Punitive damages; Ethnography; German; Reputation; Quarter (Canadian coin); Period (music); Panorama","score_opus":0.034939374772527815,"score_gpt":0.26180448083742286,"score_spread":0.22686510606489504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025251217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90738726,0.0024564585,0.00023580584,0.004549071,0.0002204937,0.000014450658,0.000050381506,0.000013656631,0.08507241],"genre_scores_gemma":[0.9910992,0.0007746085,0.000061471575,0.00022132584,0.00006326528,0.0000077448285,0.000017235123,0.000027388971,0.0077278013],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974492,0.0015562715,0.000057336394,0.00021208065,0.00029522847,0.00042987656],"domain_scores_gemma":[0.99740064,0.001630995,0.0003358268,0.00015250515,0.00023086366,0.00024921593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025224881,0.00045149762,0.00039406365,0.0017574531,0.009691612,0.008830561,0.0006540237,0.0011249348,0.008284771],"category_scores_gemma":[0.004430426,0.0004316377,0.00015439665,0.0026322107,0.01772919,0.004247454,0.004388095,0.0025060507,0.00054413546],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027177362,0.000007826163,0.0013373513,0.00003654084,0.000001991858,0.00048354213,0.98967326,0.0000068166673,0.00026842466,0.0043099495,0.00096232793,0.0028848974],"study_design_scores_gemma":[0.000004129429,0.000021967917,0.008149748,0.0001419972,0.0000032861792,0.00038521396,0.9638409,0.0000184366,0.00026946102,0.00034052203,0.026813958,0.00001038168],"about_ca_topic_score_codex":0.033165216,"about_ca_topic_score_gemma":0.059473157,"teacher_disagreement_score":0.033165216,"about_ca_system_score_codex":0.0048826938,"about_ca_system_score_gemma":0.0018647425,"threshold_uncertainty_score":0.06594437},"labels":[],"label_agreement":null},{"id":"W7032775050","doi":"","title":"The occurrence of the North Pacific diatom Neodenticula seminae in the North Atlantic during the Pleistocene with a correlation to planktonic foraminifera at ODP Site 983.","year":2010,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foraminifera; Plankton; Pleistocene; Diatom; Arctic; Archipelago; Latitude","score_opus":0.005245331202585151,"score_gpt":0.16787458138538552,"score_spread":0.16262925018280036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032775050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99853945,0.000051431092,0.000023396491,0.000021156147,0.0000035775092,0.0000023028897,0.0005202988,0.0000024097255,0.0008360073],"genre_scores_gemma":[0.9976942,0.00007928038,0.000072876,0.000018458122,0.0000025367688,0.00000480579,0.0009104003,0.0000024681249,0.0012150663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99995565,0.0000036382094,0.0000026891921,0.000015052229,0.000011509454,0.000011397963],"domain_scores_gemma":[0.9997924,0.000018459636,0.0000780674,0.00001029123,0.00004388298,0.00005699475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008423515,0.000090755995,0.000061260296,0.0003276018,0.00030008802,0.00023473441,0.00011967752,0.00014978168,0.0017326395],"category_scores_gemma":[0.00023201402,0.0001325256,0.000075454285,0.00038865753,0.0001548571,0.00018145754,0.00029472943,0.00020206605,0.00024264661],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038427337,0.000007890896,0.99535215,0.000009167596,0.000008821109,0.00007951129,0.0003847635,0.000012712443,0.0015766608,0.000017031713,0.00019063057,0.0023221918],"study_design_scores_gemma":[5.371831e-7,0.0000037755942,0.9996644,0.0000012422917,0.0000014134409,0.000020262303,0.00009713844,0.000009192495,0.000031917076,0.0000018650253,0.00016796589,3.25781e-7],"about_ca_topic_score_codex":0.06763859,"about_ca_topic_score_gemma":0.30204472,"teacher_disagreement_score":0.06763859,"about_ca_system_score_codex":0.00024543874,"about_ca_system_score_gemma":0.0003114179,"threshold_uncertainty_score":0.13448977},"labels":[],"label_agreement":null},{"id":"W7043882679","doi":"","title":"Teaching and Learning through the\\nNikkei Memory Capture Project:\\nRepresentations of Japanese Canadians in Southern Alberta","year":2024,"lang":"en","type":"other","venue":"PEARL (University of Plymouth)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.013086397727891554,"score_gpt":0.23110100827949367,"score_spread":0.21801461055160212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043882679","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30063105,0.0019117349,0.0010821946,0.017202467,0.00043624628,0.0002053611,0.0022050499,0.00038970765,0.67593616],"genre_scores_gemma":[0.21684995,0.0006906292,0.0010596021,0.0006589675,0.000014598069,0.000038997965,0.00042074808,0.00014295315,0.78012353],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9993197,0.00007132095,0.0000074383856,0.00006698513,0.00014996642,0.00038468145],"domain_scores_gemma":[0.99814236,0.00007859038,0.000027875823,0.000033707172,0.00042545563,0.0012920522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008232445,0.00034740244,0.00020702563,0.0007165178,0.018840507,0.0035367664,0.0011491625,0.00073148904,0.055162266],"category_scores_gemma":[0.0008210337,0.00022831025,0.00014218409,0.001537458,0.0029776262,0.0008476441,0.0027513863,0.0012671576,0.0036586104],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027698337,0.00031120106,0.029491698,0.00021298637,0.000010582757,0.00090415723,0.23871471,0.00030803058,0.0035850753,0.033273507,0.47100222,0.22190881],"study_design_scores_gemma":[0.0000129796435,0.000039216106,0.037815146,0.000088861656,0.00000807082,0.00009187306,0.16779579,0.000101201855,0.0007541041,0.0007624949,0.7925032,0.000027103446],"about_ca_topic_score_codex":0.97952133,"about_ca_topic_score_gemma":0.9964091,"teacher_disagreement_score":0.055162266,"about_ca_system_score_codex":0.02872828,"about_ca_system_score_gemma":0.070353344,"threshold_uncertainty_score":0.20843923},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"low"}],"label_agreement":"agree"},{"id":"W7060013969","doi":"","title":"PORT STATE CONTROL","year":2012,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Port (circuit theory); Control (management); State (computer science); Order (exchange); On board; Training (meteorology)","score_opus":0.006363449013748946,"score_gpt":0.20877781671614676,"score_spread":0.20241436770239782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060013969","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004122562,0.00056755,0.0076007135,0.002046196,0.0014037531,0.00028156384,0.0027097224,0.0021827463,0.9790852],"genre_scores_gemma":[0.05891649,0.0012165967,0.0050853784,0.0023497907,0.0004517953,0.0003552051,0.005420517,0.0009410822,0.92526317],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974087,0.0002773987,0.00020312465,0.00055421726,0.0011030256,0.00045362092],"domain_scores_gemma":[0.99628,0.0004615936,0.00027431306,0.0009438289,0.0017310602,0.0003091635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024784058,0.0007739194,0.00031843278,0.0025000481,0.00249241,0.0072213504,0.0019154358,0.0018916135,0.2590873],"category_scores_gemma":[0.006264708,0.00044185272,0.00071211375,0.00302991,0.0010405728,0.0043482576,0.0034576256,0.0026312985,0.0773876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016161337,0.00013153254,0.0030900629,0.00032076167,0.000025259109,0.00043311255,0.0009154047,0.00072857674,0.0011569009,0.3289656,0.44879147,0.21527976],"study_design_scores_gemma":[0.000007732766,0.000018338758,0.00059717667,0.00006313488,0.00000718953,0.000074412565,0.00014030882,0.00026937894,0.00045698808,0.003111893,0.9952425,0.000010949601],"about_ca_topic_score_codex":0.0220933,"about_ca_topic_score_gemma":0.01804808,"teacher_disagreement_score":0.2590873,"about_ca_system_score_codex":0.0029853117,"about_ca_system_score_gemma":0.008210139,"threshold_uncertainty_score":0.8667333},"labels":[],"label_agreement":null},{"id":"W7061373646","doi":"","title":"Resource Based Learning: some approaches in Devon Secondary Schools","year":2013,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Resource (disambiguation); Curriculum; Principal (computer security); Quarter (Canadian coin); Resource management (computing)","score_opus":0.014236548628549707,"score_gpt":0.17764147493718194,"score_spread":0.16340492630863224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061373646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6227631,0.009737848,0.0032941254,0.01415027,0.00021492076,0.00020123347,0.000096634314,0.00003621441,0.3495057],"genre_scores_gemma":[0.95885926,0.0032028381,0.0015243405,0.0010285742,0.000032966473,0.00009759318,0.00003947576,0.000020440264,0.03519456],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969201,0.0016243756,0.00012383747,0.00029961398,0.00043533705,0.00059671846],"domain_scores_gemma":[0.99859077,0.00043716963,0.00014777,0.00009967647,0.00021295159,0.0005117125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033357402,0.00021963484,0.00023698002,0.0031797255,0.009946453,0.0074823513,0.0010105314,0.001689878,0.0049850196],"category_scores_gemma":[0.0028742945,0.00026932298,0.0003124332,0.004057287,0.008646982,0.0030029167,0.0062057045,0.002244418,0.000525194],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005058887,0.0004462471,0.021191362,0.0003341653,0.0000064621922,0.0015097561,0.64207065,0.00014187148,0.00074497005,0.21108755,0.003851562,0.11856489],"study_design_scores_gemma":[0.000019239813,0.00017822714,0.05667387,0.0006188136,0.000005784481,0.00061836175,0.5372106,0.00015504562,0.0005825187,0.01417221,0.3897393,0.00002604597],"about_ca_topic_score_codex":0.026912922,"about_ca_topic_score_gemma":0.06719449,"teacher_disagreement_score":0.026912922,"about_ca_system_score_codex":0.010534044,"about_ca_system_score_gemma":0.0067012194,"threshold_uncertainty_score":0.0764302},"labels":[],"label_agreement":null}]}