{"meta":{"query_hash":"749668edae10","filters":{"venue":"ePrints Soton (University of Southampton)"},"cohort_total":338,"direct_labels_cover":1,"predictions_cover":338,"exported":338,"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/749668edae10","api":"https://metacan.xera.ac/api/v1/cohort?venue=ePrints+Soton+%28University+of+Southampton%29"},"results":[{"id":"W1001110859","doi":"","title":"Multi-proxy evidence of a mid-Holocene shift in the climatic system of Maritime Canada at ca. 6.8 ka BP","year":2013,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geology and Paleoclimatology Research","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":"Holocene; Geology; Meltwater; Macrofossil; Testate amoebae; Radiocarbon dating; Peat; Tephra; Holocene climatic optimum; Bog; Oceanography; Paleoclimatology; Deglaciation; Climatology; Physical geography; Ombrotrophic; Ice sheet; Glacial period; Climate change; Paleontology; Archaeology; Volcano; Geography","score_opus":0.022613681540598642,"score_gpt":0.20967207571072236,"score_spread":0.1870583941701237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1001110859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99728495,0.00018543768,0.00003248474,0.0004657717,0.00006026612,0.00039854515,0.00004546613,0.0000070749106,0.0015200159],"genre_scores_gemma":[0.9992061,0.000024058372,0.0005035643,0.000025570467,0.0000032020318,4.3004306e-7,0.000015333375,0.0000016705753,0.0002200546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985798,0.0003406833,0.0002314673,0.00023114118,0.00030893576,0.0003079851],"domain_scores_gemma":[0.99872786,0.00055000896,0.00020184072,0.000354082,0.00008560024,0.000080602214],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00067983306,0.00010907974,0.00033773592,0.000116446565,0.000137643,0.0000039868464,0.0007035847,0.000120729266,0.0056457203],"category_scores_gemma":[0.00006911076,0.00009598695,0.00006839245,0.00024908365,0.00049417355,0.0001451424,0.000092300856,0.00021122587,0.0003241734],"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":[0.00007235799,0.000023799723,0.9969033,0.00039279193,0.000023207545,0.000039701787,0.0022152597,0.0001303832,0.000024413785,0.000021163638,0.00007492142,0.00007868864],"study_design_scores_gemma":[0.0004124971,0.00005343529,0.98655045,0.00018719591,0.000016228527,0.000018859622,0.008302478,0.0042396598,0.00007946891,0.000041538202,0.0000141554365,0.00008402145],"about_ca_topic_score_codex":0.61689335,"about_ca_topic_score_gemma":0.6855815,"teacher_disagreement_score":0.06868815,"about_ca_system_score_codex":0.000010599939,"about_ca_system_score_gemma":0.00019344327,"threshold_uncertainty_score":0.9952633},"labels":[],"label_agreement":null},{"id":"W1001801972","doi":"","title":"Perspectives on a divided profession: chiropody and podiatry in Ontario","year":2007,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"History of Medical Practice","field":"Medicine","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":"Podiatry; Medicine; Medical education; Alternative medicine","score_opus":0.016884872196915434,"score_gpt":0.24537454926903007,"score_spread":0.22848967707211465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1001801972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96880984,0.000054712043,0.00024063469,0.0017620987,0.00010640836,0.0003138503,0.0000014137003,0.000034176854,0.02867687],"genre_scores_gemma":[0.9897269,0.000016523058,0.0021583457,0.00013143715,0.000029839972,1.8075285e-7,0.000003401048,0.000009413411,0.007923984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884576,0.000056657373,0.00014204542,0.00035607757,0.00037176395,0.00022772135],"domain_scores_gemma":[0.9991605,0.00014491004,0.00012550001,0.00027087872,0.000056768866,0.00024144308],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007160011,0.00012540547,0.0002924099,0.0002572383,0.00011997034,0.0000027760059,0.000119599936,0.00015466931,0.0022389614],"category_scores_gemma":[0.00022736905,0.00013889503,0.000069618734,0.00013823074,0.00035350423,0.0001365223,0.00011545568,0.00073266454,0.00013379217],"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":[0.0037498744,0.0015984473,0.7705826,0.00014861232,0.0001148064,0.0009833105,0.20919444,0.000001370998,0.0017414633,0.0013141227,0.0006978927,0.009873074],"study_design_scores_gemma":[0.0027350362,0.00021679993,0.8986508,0.00022910717,0.000044977445,0.000022432769,0.0877782,0.000007890854,0.00006267362,0.000089187815,0.0100302305,0.00013265648],"about_ca_topic_score_codex":0.012296133,"about_ca_topic_score_gemma":0.022824379,"teacher_disagreement_score":0.12806821,"about_ca_system_score_codex":0.00044959714,"about_ca_system_score_gemma":0.00022552948,"threshold_uncertainty_score":0.99867314},"labels":[],"label_agreement":null},{"id":"W107904799","doi":"","title":"Making the case for web-based self-archiving","year":2005,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":1,"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":"Salary; Citation; Revenue; Investment (military); Citation impact; Business; Political science; Economics; Accounting; Law","score_opus":0.07619509214980716,"score_gpt":0.3082023107010866,"score_spread":0.23200721855127945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W107904799","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17421916,0.000014706026,0.81247,0.0070186635,0.00006743734,0.0005694304,0.000018364888,0.00017291034,0.0054492955],"genre_scores_gemma":[0.8419896,0.00001052317,0.15727687,0.0001239211,0.000028765724,0.0000017250376,0.0000026215887,0.0000063753587,0.00055962446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986937,0.00014621335,0.00011417313,0.00042432896,0.00029613302,0.00032545926],"domain_scores_gemma":[0.99808824,0.0005183229,0.00018918872,0.0010427855,0.000086996595,0.0000744398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013021532,0.00010979537,0.00012686489,0.00018882433,0.00053926493,0.00032934095,0.0025419632,0.00003474374,0.00009895759],"category_scores_gemma":[0.00012892543,0.000108349785,0.000111739726,0.00029597414,0.000110244946,0.0054535605,0.0012962547,0.00017583108,0.00008820084],"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":[0.0004041255,0.0014819104,0.014801919,0.0009104223,0.0008948794,0.0025493135,0.029756963,0.00543632,0.0020934998,0.55560786,0.013998491,0.37206432],"study_design_scores_gemma":[0.0022627742,0.000107911146,0.008544596,0.00007926304,0.00006301459,0.000089026806,0.004986983,0.58682966,0.0003626236,0.0008606596,0.39538085,0.00043261796],"about_ca_topic_score_codex":0.00013893351,"about_ca_topic_score_gemma":0.00022752243,"teacher_disagreement_score":0.66777045,"about_ca_system_score_codex":0.00007029798,"about_ca_system_score_gemma":0.000105600666,"threshold_uncertainty_score":0.47236425},"labels":[],"label_agreement":null},{"id":"W111675192","doi":"","title":"Comparison of instrumental and reconstructed climate data from Atlantic Canada","year":2011,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","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":"Instrumental variable; Environmental science; Meteorology; Climatology; Geography; Geology; Economics; Econometrics","score_opus":0.07597548887577603,"score_gpt":0.2356733682120196,"score_spread":0.15969787933624358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W111675192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99245405,0.000050219627,0.000011950455,0.000029520348,0.00009178336,0.0000769383,0.00048966537,0.000007813716,0.0067880824],"genre_scores_gemma":[0.9981602,0.000041891148,0.0013650547,0.0000062659506,0.0000033304418,1.0271914e-8,0.00039693931,0.0000010164287,0.000025316516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992392,0.000078378835,0.00012565685,0.00024397699,0.00012212942,0.00019063462],"domain_scores_gemma":[0.99935806,0.00009657039,0.0001260155,0.0003028072,0.000025959316,0.00009058013],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001437535,0.000074335796,0.00024335616,0.000054363318,0.0001269317,0.0000023506984,0.0004593445,0.0000788104,0.013128772],"category_scores_gemma":[0.000015298823,0.00008230771,0.0000173378,0.000076159435,0.0004744823,0.0001257913,0.00015946271,0.00014504255,0.000065894405],"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":[0.00012255246,0.000014570162,0.9977493,0.000019410836,0.00004515186,0.000015430522,0.0009457647,9.894361e-7,0.0000086449245,0.000023068604,0.00005537295,0.000999742],"study_design_scores_gemma":[0.00035300525,0.000031748987,0.991601,0.00001639169,0.000021854918,0.000008913781,0.0061451006,0.0014489001,0.00010017265,0.000112194895,0.000085117106,0.00007560655],"about_ca_topic_score_codex":0.69510716,"about_ca_topic_score_gemma":0.8940803,"teacher_disagreement_score":0.1989731,"about_ca_system_score_codex":0.0000013067229,"about_ca_system_score_gemma":0.00010651938,"threshold_uncertainty_score":0.98777336},"labels":[],"label_agreement":null},{"id":"W112598790","doi":"","title":"Beyond Bohemia: geographies of everyday creativity for musicians in Toronto","year":2009,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":18,"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":"Creativity; Visual arts; Everyday life; Aesthetics; Sociology; Art; Media studies; Art history; Psychology; Political science; Social psychology; Law","score_opus":0.026328264522391405,"score_gpt":0.24694485614714512,"score_spread":0.22061659162475372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W112598790","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019575186,0.00025810604,0.00006276708,0.0008124456,0.00015960523,0.00086409994,0.00020357728,0.000038053015,0.97802615],"genre_scores_gemma":[0.06365619,0.001010325,0.0007928947,0.000039645387,0.000087657,0.0000010506374,0.000055737622,0.00001665852,0.9343398],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986803,0.000027833734,0.00024696364,0.00036825825,0.00038618204,0.00029046106],"domain_scores_gemma":[0.99892473,0.000099802266,0.00040663604,0.00023519524,0.00022770558,0.00010594722],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003889485,0.0002281635,0.00056540774,0.00014381266,0.0002799799,0.000012993577,0.00043565218,0.00055623543,0.0048632817],"category_scores_gemma":[0.000036682857,0.00027763995,0.00031790294,0.00008694121,0.00063236983,0.00022131515,0.00013231346,0.00022926605,0.000011145528],"study_design_candidate":"not_applicable","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":[0.00079460576,0.0005800679,0.017249558,0.00043393197,0.00091855164,0.000069129484,0.19651945,0.000019219655,0.00018256032,0.39047837,0.110031724,0.28272283],"study_design_scores_gemma":[0.0008215839,0.00010381965,0.012693192,0.00040648296,0.000104276914,4.0674243e-7,0.048421018,0.000002773019,0.000056685203,0.017290177,0.9195448,0.0005547803],"about_ca_topic_score_codex":0.03648837,"about_ca_topic_score_gemma":0.15630141,"teacher_disagreement_score":0.8095131,"about_ca_system_score_codex":0.00047969254,"about_ca_system_score_gemma":0.00022621367,"threshold_uncertainty_score":0.9999676},"labels":[],"label_agreement":null},{"id":"W127359611","doi":"","title":"The use of administrative data in the edit and imputation process, tabled in Ottawa 2005","year":2006,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Census and Population Estimation","field":"Mathematics","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":"Imputation (statistics); Computer science; Database; Missing data","score_opus":0.1421023687638452,"score_gpt":0.3142060688555984,"score_spread":0.1721037000917532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W127359611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73087084,0.00036248594,0.019025056,0.0038519716,0.0005026515,0.008256917,0.0035195036,0.00012965067,0.23348092],"genre_scores_gemma":[0.9420138,0.00015907864,0.007531374,0.000024281268,0.00008329081,0.0000019360136,0.0010037642,0.000043659427,0.04913879],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99895716,0.00005458118,0.00031754628,0.00025171446,0.00029610566,0.00012291825],"domain_scores_gemma":[0.9982327,0.0005340538,0.00061833987,0.0004889779,0.000103508406,0.00002241353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006279846,0.00015214755,0.00026890845,0.00012600781,0.00010283201,0.000019768975,0.00036657686,0.00016823999,0.00010872318],"category_scores_gemma":[0.0001325298,0.00012921257,0.00003980959,0.00006439223,0.00019708906,0.0002591972,0.00012768929,0.00024556983,0.00000510408],"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":[0.0011249098,0.0010423895,0.075421765,0.0029086836,0.00054110907,0.00013487063,0.07341558,0.0028061213,0.00004320628,0.76138943,0.04041492,0.040757034],"study_design_scores_gemma":[0.0053965864,0.00022363508,0.25774497,0.00235399,0.00059226924,0.000031314423,0.012828818,0.05550414,0.000029919673,0.48613906,0.17759994,0.0015553808],"about_ca_topic_score_codex":0.00060492323,"about_ca_topic_score_gemma":0.00724856,"teacher_disagreement_score":0.27525035,"about_ca_system_score_codex":0.000041472704,"about_ca_system_score_gemma":0.00009689195,"threshold_uncertainty_score":0.5269135},"labels":[],"label_agreement":null},{"id":"W134520127","doi":"","title":"A Kuznets Curve Analysis of Ozone-depleting Substances and the Montreal Protocol","year":2003,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":5,"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":"Kuznets curve; Montreal Protocol; Economics; Production (economics); Per capita income; Econometrics; Per capita; Panel data; Agricultural economics; Ozone layer; Macroeconomics; Ozone; Geography; Environmental health; Population; Demography","score_opus":0.016490616598675546,"score_gpt":0.1880679274612145,"score_spread":0.17157731086253897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W134520127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9591719,0.00008681491,0.0026595253,0.00010988745,0.000030332132,0.0037981763,0.00006861254,0.000015145668,0.034059614],"genre_scores_gemma":[0.99825627,0.000053010473,0.00089219376,0.000019901345,0.000005654422,0.00008799395,0.000004077801,0.000011088574,0.00066982873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988951,0.00006528491,0.00037536625,0.00041420961,0.00004913505,0.00020086695],"domain_scores_gemma":[0.9985887,0.00010910174,0.00079569593,0.00042492984,0.000017379949,0.00006418755],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00096115185,0.00013745202,0.0006076148,0.0002910832,0.00012785777,0.000013872764,0.00028968553,0.000081818966,0.0012286806],"category_scores_gemma":[0.00006989571,0.00015461967,0.0002337413,0.00033337495,0.00044741388,0.0001564201,0.00010832812,0.000110861,0.0000530094],"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":[0.00011478384,0.00009279865,0.88144565,0.00003680491,0.0007805294,0.0000020890875,0.0037714904,0.00093787414,0.000017108463,0.11246372,0.000024440284,0.00031269898],"study_design_scores_gemma":[0.004780472,0.000044744447,0.9647988,0.000021639538,0.00019177601,0.0000014009445,0.0037130676,0.004871498,0.00018907072,0.014009114,0.0070082787,0.00037012182],"about_ca_topic_score_codex":0.0025953308,"about_ca_topic_score_gemma":0.0008206028,"teacher_disagreement_score":0.09845461,"about_ca_system_score_codex":0.000056213587,"about_ca_system_score_gemma":0.000011110629,"threshold_uncertainty_score":0.99968433},"labels":[],"label_agreement":null},{"id":"W141369559","doi":"","title":"Comite Maritime International: news from CMI - 38th international conference 2004","year":2004,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Marine and Offshore Engineering Studies","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":"Compensation (psychology); Prestige; Delegation; Political science; Business; International shipping; International community; Trust fund; International trade; Finance; Law; Psychology","score_opus":0.009974710780268915,"score_gpt":0.18119234742638438,"score_spread":0.17121763664611547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W141369559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78531075,0.00009247894,0.109690405,0.0013580456,0.0019161341,0.00021960096,0.0002581126,0.00056606776,0.10058843],"genre_scores_gemma":[0.9920827,0.00023364645,0.0061625456,0.000028267623,0.000098246266,6.387608e-7,0.00009435787,0.000018716233,0.001280876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999238,0.000006705461,0.00013961243,0.00021928878,0.00022210962,0.0001742484],"domain_scores_gemma":[0.9995407,0.000023413431,0.000048265425,0.00022301744,0.000088783454,0.0000758347],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000052696498,0.00016335133,0.00021087354,0.000138434,0.000054064752,0.00002356885,0.00050724624,0.00008373177,0.0028370756],"category_scores_gemma":[0.000017051208,0.00021513301,0.000101724596,0.00008764427,0.00008248419,0.0002025503,0.00024321888,0.00019413087,0.00028586228],"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":[0.00067303615,0.0011791908,0.3560355,0.00047321068,0.008935398,0.00082828343,0.05883677,0.3398549,0.017407706,0.069158606,0.035859294,0.110758096],"study_design_scores_gemma":[0.01237539,0.00013323274,0.49564153,0.00085174525,0.00026407462,0.000027927546,0.020330664,0.064172514,0.005154418,0.016821716,0.38135856,0.0028682149],"about_ca_topic_score_codex":0.0017871091,"about_ca_topic_score_gemma":0.0005231856,"teacher_disagreement_score":0.34549928,"about_ca_system_score_codex":0.00012994074,"about_ca_system_score_gemma":0.000020914904,"threshold_uncertainty_score":0.9980745},"labels":[],"label_agreement":null},{"id":"W141389201","doi":"","title":"A common framework for stress testing retail portfolios across countries","year":2007,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":2,"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":"Recession; Leverage (statistics); Stress test; Economics; Macroeconomics; Financial crisis; Business cycle; Order (exchange); Econometrics; Monetary economics; Computer science; Finance","score_opus":0.09564169315565403,"score_gpt":0.2545026071282919,"score_spread":0.1588609139726379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W141389201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92149895,0.000102107035,0.06973965,0.00022218908,0.00019873543,0.0002950701,0.0009126282,0.000051929885,0.0069787162],"genre_scores_gemma":[0.9863794,0.000025356314,0.012118798,0.00012442016,0.00008669625,6.249517e-7,0.000027181613,0.000019963341,0.0012175965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985914,0.000008871533,0.00041335938,0.00040249366,0.00004018594,0.00054368016],"domain_scores_gemma":[0.9984525,0.00033313528,0.0006013002,0.00042629155,0.00003436298,0.00015240182],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012507325,0.00017279513,0.00049681135,0.00015902887,0.0003459521,0.0000341728,0.00040904546,0.00021288697,0.0012317481],"category_scores_gemma":[0.00019627472,0.0002555651,0.0001883355,0.00016156136,0.00020870897,0.00030259692,0.00014250708,0.00020355501,0.0004360581],"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":[0.00022965217,0.00010281668,0.9286062,0.00013457297,0.00015720456,0.000013957423,0.010661907,0.00041147028,0.000010056172,0.055917576,0.00023184805,0.0035227272],"study_design_scores_gemma":[0.0026712902,0.00024914992,0.8300641,0.00022884604,0.000040916955,0.000015011172,0.015418304,0.00863653,0.00079227815,0.0944012,0.04632766,0.0011547224],"about_ca_topic_score_codex":0.0026445952,"about_ca_topic_score_gemma":0.0003066156,"teacher_disagreement_score":0.09854212,"about_ca_system_score_codex":0.000104044884,"about_ca_system_score_gemma":0.000016071941,"threshold_uncertainty_score":0.9999896},"labels":[],"label_agreement":null},{"id":"W1493781716","doi":"","title":"Flexible procurement of services with uncertain durations using redundancy","year":2009,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Remuneration; Computer science; Service provider; Redundancy (engineering); Procurement; Heuristic; Order (exchange); Service (business); Software; Distributed computing; Risk analysis (engineering); Business; Finance","score_opus":0.08275032675454239,"score_gpt":0.33126214022218425,"score_spread":0.24851181346764187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493781716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87314636,0.000012909813,0.11878202,0.00066669716,0.000025701416,0.00026293655,0.00002153665,0.00003561082,0.0070462176],"genre_scores_gemma":[0.98743135,0.0000022669471,0.010217139,0.000028203838,0.000011383238,3.0920532e-7,0.000004153107,0.0000031989723,0.0023020275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987375,0.000061837956,0.00023373359,0.0003019103,0.0005379167,0.00012707556],"domain_scores_gemma":[0.99860203,0.00006493349,0.00042686888,0.0004698585,0.0003627457,0.00007357268],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005256448,0.00009197023,0.00020164183,0.0001927093,0.000315208,0.000021609463,0.0005206956,0.000050160186,0.0012803205],"category_scores_gemma":[0.000026029813,0.000085704305,0.000078022924,0.00073770306,0.00019422661,0.00035071268,0.00005426166,0.00007827566,0.00008689053],"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":[0.0020921552,0.0032479796,0.104909725,0.00023711698,0.00045511295,0.00002878933,0.14901988,0.060927387,0.14570205,0.43450704,0.001020906,0.097851865],"study_design_scores_gemma":[0.004404697,0.0008720203,0.2587245,0.0006017495,0.00029063277,0.000045043143,0.28592137,0.013472754,0.084833406,0.3181698,0.031352565,0.0013114539],"about_ca_topic_score_codex":0.00013996325,"about_ca_topic_score_gemma":0.000052809744,"teacher_disagreement_score":0.1538148,"about_ca_system_score_codex":0.0000322955,"about_ca_system_score_gemma":0.000088977555,"threshold_uncertainty_score":0.99963266},"labels":[],"label_agreement":null},{"id":"W1496753708","doi":"10.4324/9780203872239-10","title":"Leadership and Culture","year":2008,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":23,"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":"Globe; Commonwealth; Administration (probate law); Political science; Educational leadership; Variety (cybernetics); Educational administration; Public administration; Public relations; Higher education; Medicine; Law","score_opus":0.17789267231892275,"score_gpt":0.29472464645761354,"score_spread":0.11683197413869079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1496753708","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019645921,0.0014126303,0.000050279676,0.0161775,0.0002514432,0.00031908628,0.000024630546,0.00012036428,0.97967947],"genre_scores_gemma":[0.1293121,0.0022503715,0.0003241282,0.000117576084,0.00013971288,1.7496744e-7,0.000010495072,0.00001573255,0.86782974],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891233,0.00005349238,0.00010453311,0.00034880164,0.0003454934,0.0002353395],"domain_scores_gemma":[0.9992496,0.000051770287,0.00020411002,0.00020635629,0.00012438568,0.00016379153],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021050616,0.00019244853,0.00031822562,0.00013246934,0.00051993807,0.000013929941,0.00030491033,0.00040994643,0.0036196113],"category_scores_gemma":[0.00003774026,0.00024384768,0.00015128718,0.00004438539,0.0016719308,0.00011124326,0.00009764026,0.00042304848,0.00037948915],"study_design_candidate":"qualitative","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":[0.000018772376,0.000027623419,0.0014199145,0.000064298656,0.00013270085,0.000013136148,0.9404801,1.3622228e-7,0.0000025316892,0.024939165,0.026939573,0.0059620664],"study_design_scores_gemma":[0.00018182141,0.000012891361,0.0016959641,0.00008467708,0.000040893658,0.0000013843937,0.29108673,1.7396798e-7,0.0000012864223,0.0011006228,0.70557636,0.00021720407],"about_ca_topic_score_codex":0.00085848273,"about_ca_topic_score_gemma":0.0012956581,"teacher_disagreement_score":0.6786368,"about_ca_system_score_codex":0.00010308586,"about_ca_system_score_gemma":0.00017881283,"threshold_uncertainty_score":0.9972912},"labels":[],"label_agreement":null},{"id":"W1500057738","doi":"","title":"The concept of sepulchral rights in Canada and the USA in the age of genomics: hints from Iceland","year":2005,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":1,"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":"Genomics; Function (biology); Human genome; Internet privacy; Biology; Sociology; Genetics; Genome; Computer science","score_opus":0.009848886442652196,"score_gpt":0.20304507968613092,"score_spread":0.19319619324347873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1500057738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949971,0.000085659216,0.000036234687,0.0038793073,0.00003533628,0.00022123677,0.000024117217,0.00000104935,0.0007199828],"genre_scores_gemma":[0.99955124,0.00005114501,0.00011080026,0.00008762461,0.000017620105,1.752228e-7,0.0000115230305,0.0000018823295,0.00016797194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992776,0.00009679411,0.00016424787,0.00010989024,0.00025335513,0.00009813603],"domain_scores_gemma":[0.9993232,0.00027070724,0.00013243499,0.00020539467,0.000036116082,0.000032130596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004345279,0.000060615428,0.0002077673,0.000034928777,0.000072435614,0.0000026217845,0.00019677922,0.000074532334,0.00017543229],"category_scores_gemma":[0.000017897064,0.000033558474,0.000042467273,0.00009561868,0.0012306104,0.000027592258,0.000072902294,0.00022548594,0.0000013340521],"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":[0.0031588986,0.00052171573,0.62542707,0.00016878158,0.000525069,0.0002275604,0.28186172,0.00036114315,0.003863465,0.0332371,0.0005493221,0.050098147],"study_design_scores_gemma":[0.0035703473,0.000020758916,0.97856015,0.00007964051,0.000033974786,0.0000025515787,0.007519709,0.0010125684,0.0003291588,0.0021298977,0.0066871494,0.000054108674],"about_ca_topic_score_codex":0.8687236,"about_ca_topic_score_gemma":0.9472355,"teacher_disagreement_score":0.35313305,"about_ca_system_score_codex":0.00007718182,"about_ca_system_score_gemma":0.00020186587,"threshold_uncertainty_score":0.45342356},"labels":[],"label_agreement":null},{"id":"W1506374414","doi":"","title":"Corruption, futility and madness: relating Gogol’s portrayal of bureaupathology to an accountability era","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Religious Education and Schools","field":"Social Sciences","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":"Simon Fraser University","funders":"","keywords":"Bureaucracy; Accountability; Language change; Indictment; State (computer science); Alienation; Hypocrisy; Identity (music); Absurdity; Tragedy (event); Sociology; Political science; Law; Aesthetics; Social science; Literature; Philosophy; Art; Politics","score_opus":0.04380323774334541,"score_gpt":0.30692947370853346,"score_spread":0.263126235965188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1506374414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983425,0.0000134498605,0.0006172914,0.0005014161,0.00014986268,0.0002701575,0.00001628973,0.000044079832,0.014962443],"genre_scores_gemma":[0.9963094,0.000058723257,0.0023944802,0.000043789107,0.0000318285,4.9568547e-7,0.0000071086465,0.000004678367,0.0011495079],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875796,0.00022083681,0.00019555043,0.00033534298,0.00028477545,0.00020555407],"domain_scores_gemma":[0.99891186,0.000072124894,0.00018257472,0.00031560802,0.0002831366,0.0002347146],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009466755,0.00009298268,0.00024345273,0.00010693586,0.0005476921,0.000008967354,0.00027371896,0.00015161168,0.0010485585],"category_scores_gemma":[0.00021611323,0.000118611155,0.000068430745,0.00025760432,0.00071475265,0.0001769653,0.00009426594,0.00016933747,0.0000412026],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007509219,0.00010193311,0.83576995,0.000017394865,0.000011186652,0.000004831618,0.15764439,0.000009534245,0.00043284192,0.002940769,0.00033782405,0.0026542372],"study_design_scores_gemma":[0.000266687,0.000043734948,0.9293713,0.000015448744,0.00001182666,0.0000051134143,0.06686562,0.000016335296,0.000046649304,0.0023011917,0.0009331685,0.00012290134],"about_ca_topic_score_codex":0.009279613,"about_ca_topic_score_gemma":0.0012052226,"teacher_disagreement_score":0.09360135,"about_ca_system_score_codex":0.00007864766,"about_ca_system_score_gemma":0.00026621632,"threshold_uncertainty_score":0.99986464},"labels":[],"label_agreement":null},{"id":"W1514363758","doi":"","title":"Feeding back Information on Ineligibility from Sample Surveys to the Frame","year":2003,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","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":"Statistics Canada","funders":"","keywords":"Estimator; Sampling frame; Statistics; Sample (material); Frame (networking); Estimation; Sampling (signal processing); Computer science; Econometrics; Population; Data collection; Focus (optics); Survey sampling; Mathematics; Demography; Telecommunications; Economics; Sociology","score_opus":0.05107065749267565,"score_gpt":0.22563913653298268,"score_spread":0.17456847904030703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514363758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8037294,0.000013204519,0.12032209,0.0054626605,0.0003103739,0.00048100195,0.00062868634,0.000031625972,0.069020964],"genre_scores_gemma":[0.99706215,0.000022665767,0.0019735654,0.0006377051,0.000017124927,6.267988e-7,0.000021981929,0.000004652577,0.00025954877],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924594,0.000057444373,0.00023386523,0.00021918218,0.000055315133,0.00018825514],"domain_scores_gemma":[0.9991418,0.00012003562,0.00019494469,0.00041015263,0.00003656315,0.000096472235],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013418132,0.00009223754,0.0001996755,0.00014958302,0.00016304436,0.000024769679,0.00026920863,0.00007237884,0.0035111548],"category_scores_gemma":[0.00033215916,0.00010741451,0.00007838602,0.00019110637,0.000040848157,0.00023457826,0.00011087486,0.00013311241,0.0053061326],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006128036,0.00013318537,0.16841517,0.0000740585,0.00012193037,9.466778e-7,0.024209607,0.00088173663,0.000006541007,0.7892961,0.0024462428,0.014353211],"study_design_scores_gemma":[0.0005483847,0.000060819628,0.45020106,0.000023889294,0.0000044396065,1.305823e-7,0.003670196,0.0003211627,0.00006190785,0.030744616,0.51413167,0.00023170085],"about_ca_topic_score_codex":0.0313292,"about_ca_topic_score_gemma":0.0007935545,"teacher_disagreement_score":0.7585515,"about_ca_system_score_codex":0.00009819467,"about_ca_system_score_gemma":0.000014899055,"threshold_uncertainty_score":0.99739975},"labels":[],"label_agreement":null},{"id":"W1522577246","doi":"","title":"Stereotyped behaviour: resistance by people with profound learning difficulties","year":2006,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Healthcare innovation and challenges","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":"Set (abstract data type); Resistance (ecology); Psychology; Learning disability; Control (management); Work (physics); Public relations; Social psychology; Political science; Developmental psychology; Engineering; Computer science; Artificial intelligence","score_opus":0.018267840381262033,"score_gpt":0.23284981222572956,"score_spread":0.21458197184446753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1522577246","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11233843,0.00022125807,0.00038567482,0.0043306276,0.00014846164,0.0007094171,0.00010613152,0.00023680477,0.8815232],"genre_scores_gemma":[0.34966093,0.00017860185,0.0001976021,0.000013392301,0.000044001186,5.6479684e-7,0.00007876207,0.000022661121,0.64980346],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833304,0.00007934292,0.00019885054,0.00043022822,0.0006538222,0.0003047154],"domain_scores_gemma":[0.99868643,0.000062851905,0.0004852796,0.00024750107,0.00039588357,0.000122036414],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033889196,0.00023352526,0.00039619833,0.00014739753,0.0007587631,0.00003308567,0.00036600267,0.0004080308,0.0020269954],"category_scores_gemma":[0.000016289145,0.00027655475,0.00010122964,0.0000963901,0.00055368216,0.00014631552,0.00008752988,0.0005615216,0.00013768472],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010273475,0.000552896,0.06933543,0.0013170752,0.0006722803,0.00023618194,0.23594491,0.000020263024,0.00007537344,0.6080762,0.07043691,0.012305098],"study_design_scores_gemma":[0.00060035207,0.00007521004,0.007786519,0.00038933742,0.000059793238,7.9410205e-7,0.055884376,0.0000013756958,0.0000072858593,0.00064343197,0.93399465,0.000556861],"about_ca_topic_score_codex":0.0030250638,"about_ca_topic_score_gemma":0.054902308,"teacher_disagreement_score":0.86355776,"about_ca_system_score_codex":0.00022557507,"about_ca_system_score_gemma":0.00028121052,"threshold_uncertainty_score":0.99996865},"labels":[],"label_agreement":null},{"id":"W1524663891","doi":"","title":"Evaluation in a nutshell: a practical guide to the evaluation of health promotion programs","year":2013,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":244,"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":"Health promotion; Public relations; Promotion (chess); Accountability; Medical education; Computer science; Political science; Public health; Management science; Medicine; Engineering; Nursing","score_opus":0.3758254524828953,"score_gpt":0.49534675205837,"score_spread":0.1195212995754747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1524663891","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32592165,0.00037779845,0.047447667,0.04816596,0.0017392368,0.033927675,0.00011560099,0.000114045215,0.5421904],"genre_scores_gemma":[0.59616995,0.00010094013,0.009828543,0.00021624958,0.00015011776,0.00010070232,0.00032886662,0.000051643292,0.393053],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9854851,0.0027210603,0.0011741411,0.0007817469,0.009519723,0.00031825984],"domain_scores_gemma":[0.9916914,0.0003663488,0.0019074429,0.0011109525,0.0047874856,0.00013637745],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.059132814,0.00024560417,0.0006432126,0.00073208153,0.00019119019,0.000088982866,0.0009038294,0.00025381823,0.009877515],"category_scores_gemma":[0.0021859787,0.00020808882,0.00021694982,0.00073589094,0.00016710006,0.00069024134,0.00034167574,0.0004101628,0.0013586397],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006673646,0.00060642423,0.0029773996,0.000069404414,0.00009946992,8.1989344e-7,0.01626113,0.0023889893,0.000017234657,0.0018384627,0.033597674,0.94207627],"study_design_scores_gemma":[0.007316909,0.0020074742,0.14655735,0.002095594,0.00087660475,0.000013957051,0.043523204,0.31862646,0.000059299782,0.079265565,0.3984602,0.0011973653],"about_ca_topic_score_codex":0.0007937238,"about_ca_topic_score_gemma":0.0027209977,"teacher_disagreement_score":0.94087887,"about_ca_system_score_codex":0.0016345992,"about_ca_system_score_gemma":0.006782887,"threshold_uncertainty_score":0.9994189},"labels":[],"label_agreement":null},{"id":"W153740600","doi":"","title":"Bison, feuille d'érable et fleur de lys du Canada, les stéréotypes existent-ils toujours?","year":2007,"lang":"fr","type":"preprint","venue":"ePrints Soton (University of Southampton)","topic":"Horticultural and Viticultural Research","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":"Geography","score_opus":0.03300333107008833,"score_gpt":0.23674829816315246,"score_spread":0.20374496709306414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W153740600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9710473,0.00048283068,0.00010818136,0.014493363,0.00046333848,0.0006498639,0.0004776646,0.000077159326,0.012200309],"genre_scores_gemma":[0.925702,0.001318692,0.0008274119,0.00021102845,0.0003217203,0.0000022779805,0.000267025,0.0000073196215,0.07134256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99528944,0.00048741413,0.00050286355,0.001086558,0.0011210189,0.0015126847],"domain_scores_gemma":[0.99705565,0.00043064068,0.0005050953,0.0003046292,0.0007593307,0.00094463566],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013627873,0.0006266215,0.00088345545,0.00007011913,0.0010981811,0.00014045124,0.0016301024,0.00073489605,0.0120705115],"category_scores_gemma":[0.00029707848,0.00037594393,0.00057898945,0.00054773956,0.0006864838,0.00030733953,0.001673067,0.0012570367,0.00039290672],"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":[0.0019749573,0.0028208895,0.43251708,0.0017176113,0.0022653409,0.0024675152,0.035431914,0.0030879572,0.11945828,0.027621685,0.0696216,0.30101517],"study_design_scores_gemma":[0.00079685875,0.00033142554,0.6587085,0.00062250154,0.00018893469,0.000072745956,0.07980279,0.00047118368,0.0044689327,0.00068753277,0.2525092,0.0013393789],"about_ca_topic_score_codex":0.86696905,"about_ca_topic_score_gemma":0.85064006,"teacher_disagreement_score":0.2996758,"about_ca_system_score_codex":0.0010108466,"about_ca_system_score_gemma":0.00068718253,"threshold_uncertainty_score":0.9998692},"labels":[],"label_agreement":null},{"id":"W1554247770","doi":"10.5555/1838206.1838354","title":"Cultivating desired behaviour: policy teaching via environment-dynamics tweaks","year":2010,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Reinforcement Learning in Robotics","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Dynamics (music); Order (exchange); Function (biology); Control (management); Balance (ability); Ideal (ethics); System dynamics; Process management; Management science; Artificial intelligence; Engineering; Business; Psychology; Pedagogy; Political science","score_opus":0.007248548219061583,"score_gpt":0.19957262442598298,"score_spread":0.19232407620692138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554247770","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36108068,7.781709e-7,0.6350909,0.0001494384,0.000109123735,0.00013153612,0.0000022077475,0.00011164421,0.0033237182],"genre_scores_gemma":[0.79836214,0.0000021905912,0.19961968,0.000023186312,0.000033062544,2.832619e-7,0.0000097684515,0.000012970275,0.0019367391],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984088,0.000089024594,0.00020657814,0.0004651317,0.00043341456,0.00039705317],"domain_scores_gemma":[0.99849075,0.00009447211,0.00033169324,0.00086627057,0.00004513332,0.00017165669],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004928526,0.00019965536,0.00022991248,0.00025798968,0.00048554948,0.00006161427,0.0015323594,0.000162877,0.00025562433],"category_scores_gemma":[0.000095986295,0.0002583795,0.00014677325,0.00018765565,0.0002154267,0.0005950235,0.0011047352,0.00074439,0.00024264301],"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":[0.00003901781,0.00037079668,0.68437964,0.00009505478,0.00015942354,0.000056683806,0.028494405,0.08594332,0.037946988,0.10364861,0.00010039017,0.058765672],"study_design_scores_gemma":[0.0013306933,0.000104182305,0.14132272,0.000055456512,0.000037399623,0.000023667804,0.0027690984,0.84975415,0.0015277542,0.0009686829,0.0013831097,0.00072308764],"about_ca_topic_score_codex":0.0008991412,"about_ca_topic_score_gemma":0.00004403633,"teacher_disagreement_score":0.7638108,"about_ca_system_score_codex":0.00015884105,"about_ca_system_score_gemma":0.00008704636,"threshold_uncertainty_score":0.9999868},"labels":[],"label_agreement":null},{"id":"W1560307020","doi":"","title":"How has mid-life changed in Britain since the 1980s?","year":2011,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":2,"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":"Life expectancy; Demographics; Quarter (Canadian coin); Life course approach; Marital status; Demography; Population; Geography; Gerontology; Demographic economics; Sociology; Psychology; Economics; Medicine; Social psychology","score_opus":0.05166209289560131,"score_gpt":0.2207010294165549,"score_spread":0.1690389365209536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560307020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9749231,0.000035225727,0.0015582626,0.0070981486,0.00022526867,0.00020729387,0.000012625975,0.000025866319,0.015914228],"genre_scores_gemma":[0.9964791,0.0000381361,0.00038433517,0.00010686527,0.00004974005,6.3178203e-7,0.0000036905783,0.0000055023984,0.0029319795],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99906695,0.00015200675,0.000075279735,0.0001981657,0.0002811533,0.00022642895],"domain_scores_gemma":[0.99948347,0.0000504106,0.000098533565,0.00018424509,0.000103122075,0.00008022005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058353064,0.00008028581,0.00012695644,0.00008569112,0.000544706,0.00004413951,0.00049533235,0.000085932275,0.00043487875],"category_scores_gemma":[0.000101668425,0.000085925196,0.00009308309,0.00022335902,0.00048001617,0.00021667482,0.00013455137,0.00013915713,0.000037894915],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013026707,0.00026183293,0.09128981,0.0000354637,0.00010150047,0.000056432124,0.60143065,0.000039158378,0.0016720239,0.29989794,0.001232959,0.0038519509],"study_design_scores_gemma":[0.0010764528,0.000057650697,0.3261638,0.00013532978,0.00003507838,0.000001396856,0.61495394,0.0011637653,0.00042442474,0.006524685,0.04888852,0.00057499186],"about_ca_topic_score_codex":0.016950889,"about_ca_topic_score_gemma":0.04142525,"teacher_disagreement_score":0.29337326,"about_ca_system_score_codex":0.00009367439,"about_ca_system_score_gemma":0.00015305434,"threshold_uncertainty_score":0.9895953},"labels":[],"label_agreement":null},{"id":"W1563195705","doi":"","title":"A comparative study assessing variety and management effects on C4 perennial grasses in a northern climate","year":2011,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":15,"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":"Panicum virgatum; Miscanthus; Agronomy; Perennial plant; Andropogon; Biomass (ecology); Environmental science; Biology; Agroforestry; Bioenergy; Ecology; Biofuel","score_opus":0.03612324257875556,"score_gpt":0.21974630784591037,"score_spread":0.18362306526715483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563195705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938448,0.0000053392705,0.000018912737,0.00009634523,0.00006203253,0.0003938732,0.0000025335232,0.000026615504,0.005549541],"genre_scores_gemma":[0.99945575,0.000030849635,0.0002954791,0.000023553608,0.000013977116,0.0000016386341,0.0000039253005,6.569563e-7,0.00017416484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917847,0.00009866224,0.000087299995,0.00033728118,0.00013475059,0.00016356118],"domain_scores_gemma":[0.9997386,0.00002475859,0.00008365472,0.00007247002,0.000029145445,0.000051415744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020547707,0.000112089656,0.00018301494,0.000037181355,0.00018514397,0.000020534824,0.00015676538,0.000036941376,0.0002436628],"category_scores_gemma":[0.0000025714455,0.00006410626,0.000042214822,0.00018494633,0.00008027084,0.000121004035,0.00024484098,0.00008499602,0.000041196934],"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":[0.00031713524,0.0015527921,0.9135879,0.00007257536,0.00013800757,0.00007327613,0.016339628,0.0000074840686,0.001666945,0.0014542358,0.00003111677,0.06475887],"study_design_scores_gemma":[0.0005186061,0.0002527105,0.96700156,0.00003248616,0.000022855818,5.115293e-7,0.031154832,0.000015160032,0.00024154897,0.0000909231,0.00055027654,0.0001185041],"about_ca_topic_score_codex":0.0014551388,"about_ca_topic_score_gemma":0.012530532,"teacher_disagreement_score":0.06464036,"about_ca_system_score_codex":0.000025518111,"about_ca_system_score_gemma":0.000002144235,"threshold_uncertainty_score":0.69923306},"labels":[],"label_agreement":null},{"id":"W157151562","doi":"","title":"Multi-proxy reconstruction of surface water PCO2 in the northern Arabian Sea since 29 ka (abstract of paper presented at: 18th Annual V. M. Goldschmidt Conference Vancouver, Canada, July 2008)","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","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":"Proxy (statistics); Oceanography; Geology; Climatology; Computer science","score_opus":0.011877752295631974,"score_gpt":0.16732778608481919,"score_spread":0.1554500337891872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W157151562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99730295,0.00007043613,0.0000662451,0.00011944247,0.00015659624,0.00021074912,0.00032440113,0.000011647543,0.0017375455],"genre_scores_gemma":[0.9980635,0.00009233052,0.0008710887,0.00001793913,0.000008121208,6.029877e-8,0.000035188677,0.0000031515347,0.0009086041],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987323,0.00007626821,0.00024474348,0.00028604793,0.00038486184,0.000275723],"domain_scores_gemma":[0.9991424,0.000076758,0.0002484736,0.00025703252,0.00019026455,0.000085036285],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002074127,0.00015648369,0.00028914667,0.000031225743,0.0001880433,0.000004087901,0.0004608384,0.000093111106,0.0013398383],"category_scores_gemma":[0.000018644285,0.00012673724,0.00007886871,0.0002679857,0.00054342335,0.00035216694,0.000043837645,0.00019648868,0.000020207051],"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":[0.00013818101,0.000063055515,0.9909125,0.00006838912,0.000034676883,0.000029637644,0.0049877516,0.002106804,0.0001938793,0.000001123137,0.00030795616,0.0011560315],"study_design_scores_gemma":[0.0007019708,0.000052563373,0.9813775,0.000060455342,0.000016784006,0.000013629975,0.013343432,0.0014681533,0.001048178,0.000022407552,0.0017152849,0.00017967678],"about_ca_topic_score_codex":0.4850598,"about_ca_topic_score_gemma":0.8663326,"teacher_disagreement_score":0.38127276,"about_ca_system_score_codex":0.00001526587,"about_ca_system_score_gemma":0.00028761136,"threshold_uncertainty_score":0.99957305},"labels":[],"label_agreement":null},{"id":"W1571982657","doi":"","title":"Patterns of water: the water related practices of households in southern England, and their influence on water consumption and demand management","year":2013,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Water resources management and optimization","field":"Engineering","cited_by":55,"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; University of Oxford; Loughborough University; Department for Environment, Food and Rural Affairs, UK Government; Canadian Centre for Applied Research in Cancer Control; Engineering and Physical Sciences Research Council; University of Leeds; University of Essex","keywords":"Laundry; Unit (ring theory); Hygiene; Consumption (sociology); Water consumption; Water use; Geography; Psychological intervention; Descriptive statistics; Diversity (politics); Socioeconomics; Business; Environmental resource management; Water resource management; Sociology; Environmental science; Psychology; Ecology; Social science","score_opus":0.008683506463139114,"score_gpt":0.16528680463971868,"score_spread":0.15660329817657956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1571982657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99887836,0.000010583613,0.00038251598,0.000109208864,0.000017979832,0.00035983307,0.0000061913206,0.000026624208,0.0002087204],"genre_scores_gemma":[0.99945843,0.00014446545,0.00005829669,0.0000055102514,0.0000024771398,0.0000013246918,0.000013722319,0.000010306451,0.00030546237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99940556,0.000046856683,0.00015315184,0.00014800274,0.00009606439,0.00015038138],"domain_scores_gemma":[0.9996818,0.000019881758,0.000073617535,0.00017518109,0.000023883422,0.00002567227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022819931,0.00011274251,0.00015586174,0.00012244386,0.000046268106,0.00001610966,0.00013722676,0.0000594132,0.00022061716],"category_scores_gemma":[0.0000015930258,0.00006207008,0.000025809097,0.000026943388,0.000080248494,0.00021003165,0.00017397589,0.00009020596,0.000039490897],"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":[0.00016252999,0.00011063246,0.6509737,0.001257889,0.00039168968,0.000009676772,0.25865752,0.059716795,0.023585787,0.000060580456,0.0000073415686,0.005065904],"study_design_scores_gemma":[0.006291569,0.00019610077,0.80533904,0.00057870493,0.00020469671,0.0000058391133,0.041633066,0.03252335,0.1099951,0.0008447737,0.0016811016,0.00070669485],"about_ca_topic_score_codex":0.0004477601,"about_ca_topic_score_gemma":0.000062953135,"teacher_disagreement_score":0.21702446,"about_ca_system_score_codex":0.000010736084,"about_ca_system_score_gemma":4.8803076e-7,"threshold_uncertainty_score":0.25311443},"labels":[],"label_agreement":null},{"id":"W1578913844","doi":"","title":"What Has Experience Got to Do with It? An Exploration of L1 and L2 Test Takers' Perceptions of Test Performance and Alignment to Classroom Literacy Activities.","year":2011,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; Queen's University","funders":"","keywords":"Test (biology); Graduation (instrument); Literacy; Psychology; Perception; Mathematics education; Scale (ratio); Pedagogy; Engineering","score_opus":0.05434605885297318,"score_gpt":0.29153421959941517,"score_spread":0.237188160746442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1578913844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99608076,0.0000052754463,0.00102793,0.00034727508,0.000047330446,0.00036062096,0.000012357378,0.00001316613,0.0021052675],"genre_scores_gemma":[0.99537873,0.00015933957,0.003695499,0.00002462103,0.000013488598,0.0000026826312,0.0000027393294,0.0000052111304,0.00071766827],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990881,0.000039016697,0.00011846781,0.00026473877,0.00032394825,0.00016574386],"domain_scores_gemma":[0.9993237,0.00006975337,0.000132422,0.00018917369,0.0001238636,0.00016105469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022578311,0.0001039743,0.0001851293,0.00012598382,0.00032461135,0.000060507296,0.00022200117,0.000052248168,0.00048699457],"category_scores_gemma":[0.00002282,0.00011468167,0.00002529889,0.00023153906,0.0005138777,0.002679333,0.00014655857,0.00005703231,0.0000087066865],"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":[0.00006117008,0.00015387249,0.42030317,0.000013861472,0.000008839202,6.2955e-7,0.5749997,0.0000020815764,0.0012716572,0.00012990498,0.000018121753,0.0030369873],"study_design_scores_gemma":[0.00028453284,0.0003654857,0.40376475,0.000118005206,0.000014874046,2.623259e-7,0.59430015,0.000018877066,0.0005855865,0.00003132148,0.00040408972,0.00011204942],"about_ca_topic_score_codex":0.0010588053,"about_ca_topic_score_gemma":0.00095600204,"teacher_disagreement_score":0.019300466,"about_ca_system_score_codex":0.000046956346,"about_ca_system_score_gemma":0.00005620716,"threshold_uncertainty_score":0.53322494},"labels":[],"label_agreement":null},{"id":"W1595242231","doi":"","title":"Research into practice","year":2003,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Child Welfare and Adoption","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":"Odds; Focus group; Psychology; Qualitative research; Nursing; Gender studies; Medicine; Developmental psychology; Sociology; Social science","score_opus":0.04522087230009763,"score_gpt":0.35018439140187635,"score_spread":0.3049635191017787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595242231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51317316,0.000041650033,0.0013222409,0.0049443496,0.00014305188,0.00022721611,0.0000018879991,0.000054014996,0.48009244],"genre_scores_gemma":[0.99031496,0.00013376371,0.0034404628,0.000044536508,0.00003857933,1.6741221e-7,0.000001829902,0.0000048529746,0.006020821],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983325,0.0005742677,0.00007172797,0.00022081003,0.0005439995,0.00025668464],"domain_scores_gemma":[0.99900746,0.00023851247,0.0000752997,0.00021719979,0.000332507,0.000129004],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023660865,0.000056576762,0.000101371676,0.0001384971,0.0009949002,0.000023828938,0.00028429896,0.000104002014,0.0027440535],"category_scores_gemma":[0.00064085796,0.00007502444,0.00006654248,0.0004768423,0.00051551353,0.00040980216,0.00008218205,0.0002446643,0.0007203932],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011099252,0.0004287718,0.016585397,0.000034267272,0.00007332666,0.000049174665,0.25507343,0.00001949658,0.0005538318,0.703315,0.0051583443,0.01859796],"study_design_scores_gemma":[0.0002802062,0.00002394666,0.0047254637,0.000019368003,0.000010617245,9.768588e-7,0.23174553,0.000002653458,0.00014576933,0.006436729,0.75650996,0.00009877915],"about_ca_topic_score_codex":0.010831362,"about_ca_topic_score_gemma":0.0017261825,"teacher_disagreement_score":0.7513516,"about_ca_system_score_codex":0.00013633577,"about_ca_system_score_gemma":0.00022351085,"threshold_uncertainty_score":0.9981676},"labels":[],"label_agreement":null},{"id":"W1599548180","doi":"","title":"Examining Students' After-School Literacy Activities and Their Literacy Performance on the Ontario Secondary School Literacy Test","year":2009,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":18,"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":"Literacy; Test (biology); Reading (process); Mathematics education; Psychology; Standardized test; Pedagogy; Political science","score_opus":0.016449364449979485,"score_gpt":0.20899339376357529,"score_spread":0.1925440293135958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1599548180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97539777,0.000096071824,0.000031155276,0.0003155426,0.00013482143,0.0002466923,0.00003204363,0.00010170548,0.02364418],"genre_scores_gemma":[0.9595071,0.000028666096,0.00017781477,0.00050354283,0.00017603386,0.0000019205193,0.000014202269,0.000018713248,0.039572],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985224,0.00014480283,0.00022472447,0.00045088492,0.00030206665,0.00035511007],"domain_scores_gemma":[0.9985975,0.0003989764,0.0002395104,0.00048543335,0.00010766308,0.00017090171],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005174372,0.0003206895,0.00033782245,0.00021936712,0.0010958157,0.0006084021,0.000526014,0.00007853594,0.010349907],"category_scores_gemma":[0.000073559364,0.00027133297,0.00012464468,0.000060939776,0.0002685747,0.0015581527,0.0002289344,0.0012167674,0.00022073953],"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":[0.00022646761,0.0002756551,0.24396816,0.000060755625,0.00008752147,0.00002281922,0.70199585,0.0000074443005,0.000112457274,0.00048134,0.00025218446,0.052509334],"study_design_scores_gemma":[0.0010525614,0.0005925923,0.8192039,0.00086911547,0.00004212597,0.000010532287,0.05934182,0.00017243225,0.00008703803,0.0003178881,0.1177842,0.0005257502],"about_ca_topic_score_codex":0.0020076488,"about_ca_topic_score_gemma":0.0006257904,"teacher_disagreement_score":0.64265406,"about_ca_system_score_codex":0.00013491475,"about_ca_system_score_gemma":0.0000954267,"threshold_uncertainty_score":0.9999739},"labels":[],"label_agreement":null},{"id":"W1603489538","doi":"","title":"'Canada meets France': recasting identities of Canadianness and Francité through global economic exchanges","year":2009,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"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":"Argument (complex analysis); Globalization; Ethnic group; Identity (music); National identity; Sociology; Political science; Economy; Political economy; Economic geography; Geography; Economics; Law; Aesthetics","score_opus":0.011314312228488941,"score_gpt":0.18237641386445605,"score_spread":0.1710621016359671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1603489538","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03570481,0.0017292952,0.000021560552,0.0010068427,0.00062341953,0.00031512807,0.0015254507,0.000029021803,0.95904446],"genre_scores_gemma":[0.120044306,0.0025737567,0.00023689939,0.00015572394,0.0002543317,3.5957092e-7,0.000030617302,0.000026560836,0.87667745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987644,0.000032255164,0.00020106108,0.00036825228,0.00034448731,0.00028955383],"domain_scores_gemma":[0.9989376,0.00004370303,0.0004418765,0.00024427116,0.00010845518,0.00022407644],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019413156,0.00018649017,0.0004967464,0.00021025512,0.0007489741,0.000049747334,0.00043749533,0.000301039,0.0041686585],"category_scores_gemma":[0.000021472668,0.00033046285,0.00013590984,0.00005266848,0.0012765737,0.00025797632,0.000094438445,0.00018847478,0.000032886153],"study_design_candidate":"not_applicable","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":[0.00012693703,0.00004417086,0.004679401,0.0009971961,0.00079871266,0.0005372709,0.109731235,0.00007117266,0.000008855714,0.6910747,0.093309544,0.09862076],"study_design_scores_gemma":[0.00024293333,0.000015530954,0.0034929526,0.00022927974,0.00006846456,0.0000025808679,0.0051758527,0.000002443724,0.000001060595,0.0075029465,0.98294693,0.00031902906],"about_ca_topic_score_codex":0.9971504,"about_ca_topic_score_gemma":0.9997358,"teacher_disagreement_score":0.8896374,"about_ca_system_score_codex":0.0016532476,"about_ca_system_score_gemma":0.003438653,"threshold_uncertainty_score":0.99991477},"labels":[],"label_agreement":null},{"id":"W1603765650","doi":"","title":"Satisfaction guaranteed? Talent mobility and regional satisfaction","year":2011,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":4,"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":"Attractiveness; Socioeconomic status; Marketing; Public relations; Sociology; Regional science; Business; Psychology; Political science; Population","score_opus":0.06257628010873213,"score_gpt":0.2388608691706944,"score_spread":0.17628458906196226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1603765650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904148,0.000018768053,0.0002464004,0.00046040458,0.000124533,0.00020893365,0.000007664794,0.00004542905,0.008473045],"genre_scores_gemma":[0.99529976,0.00011278882,0.0006721509,0.000021925563,0.00002233821,4.2075715e-7,0.0000022924146,0.0000030969359,0.0038652208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920666,0.0000638315,0.00010030577,0.00022585533,0.00023934622,0.00016400813],"domain_scores_gemma":[0.9995589,0.000021819918,0.00011680652,0.000113778995,0.00008562614,0.00010305998],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027108684,0.00008308445,0.00012593206,0.00005161159,0.00047894724,0.000011661526,0.000094359064,0.0001184181,0.004671584],"category_scores_gemma":[0.000020662661,0.00009565224,0.000056523677,0.00012578462,0.00045712484,0.00024299334,0.000072528914,0.00012073865,0.00005141038],"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":[0.00010111923,0.000049257527,0.8788048,0.000015070846,0.000046823126,0.000004585146,0.06793597,9.731202e-7,0.00022063073,0.0038467913,0.0026483785,0.04632557],"study_design_scores_gemma":[0.00023844384,0.000020694371,0.9106796,0.000019369225,0.000012945059,0.0000017667014,0.06712539,0.000005932767,0.00006388548,0.00081538793,0.020904692,0.000111906724],"about_ca_topic_score_codex":0.085295856,"about_ca_topic_score_gemma":0.019776074,"teacher_disagreement_score":0.06551978,"about_ca_system_score_codex":0.00013060638,"about_ca_system_score_gemma":0.000072375726,"threshold_uncertainty_score":0.9981105},"labels":[],"label_agreement":null},{"id":"W1607437930","doi":"","title":"Report of the SNOMS Project 2006 to 2012, SNOMS SWIRE NOCS Ocean Monitoring System. Part 1: Narrative description","year":2013,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":2,"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":"Natural Environment Research Council; National Oceanography Centre; Xiamen University","keywords":"Atmosphere (unit); Ocean acidification; Environmental science; Earth system science; Oceanography; Seawater; Greenhouse gas; Meteorology; Geology; Geography","score_opus":0.01845066414670138,"score_gpt":0.19743319203504128,"score_spread":0.1789825278883399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1607437930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945906,0.000036347803,0.0003085184,0.00023527408,0.0005429926,0.00076340453,0.000056339362,0.0000419542,0.003424587],"genre_scores_gemma":[0.9932675,0.000007035377,0.0005008124,0.0000089801015,0.000058318674,2.9713604e-7,0.0000166097,0.0000040879386,0.0061364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878144,0.00016452828,0.00022071463,0.0002987293,0.00032274428,0.00021181509],"domain_scores_gemma":[0.9989098,0.00006408291,0.00033185078,0.00041553337,0.00017236963,0.00010639422],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040074092,0.00013660938,0.00022733484,0.00013359834,0.00031974792,0.000027799759,0.00038771328,0.000085199026,0.0012032664],"category_scores_gemma":[0.000052568892,0.00010865996,0.00012263058,0.0003327208,0.00018291538,0.0003840918,0.000055603825,0.00012563671,0.00026245223],"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":[0.00014604315,0.00006597207,0.97030944,0.00017233775,0.00009261957,0.000026768732,0.017344665,0.0015225663,0.0015845805,0.000046718178,0.004200236,0.00448803],"study_design_scores_gemma":[0.00024572847,0.00008039541,0.9499766,0.00019190881,0.000025686797,0.000025868341,0.043445684,0.0006986501,0.0014281755,0.000017525956,0.0036893017,0.00017442615],"about_ca_topic_score_codex":0.005691465,"about_ca_topic_score_gemma":0.00019039906,"teacher_disagreement_score":0.026101021,"about_ca_system_score_codex":0.00002167568,"about_ca_system_score_gemma":0.00009084682,"threshold_uncertainty_score":0.9997098},"labels":[],"label_agreement":null},{"id":"W1613559657","doi":"","title":"Terrestrial responses to Holocene climatic change on the eastern seaboard of Newfoundland","year":2006,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"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":"Holocene; Physical geography; Climate change; Oceanography; Geology; Geography; Archaeology","score_opus":0.050750416880730086,"score_gpt":0.2332627572531218,"score_spread":0.1825123403723917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1613559657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98957723,0.000022053515,0.000047904578,0.0017324135,0.00012108319,0.00031547502,0.00005455094,0.00001565516,0.008113615],"genre_scores_gemma":[0.99827164,0.000008752084,0.00020643386,0.0000788341,0.00004240808,1.9393516e-7,0.00002237091,0.000001961751,0.0013673883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989048,0.00025427743,0.00012635546,0.00021570578,0.00023343957,0.00026541334],"domain_scores_gemma":[0.99905574,0.00044321513,0.000106080195,0.000282992,0.00003570161,0.00007629193],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004914501,0.000102431615,0.00021929016,0.0001616786,0.00019345136,0.000007945835,0.00042163805,0.00010327327,0.0032931953],"category_scores_gemma":[0.000059122278,0.00008562087,0.00008029923,0.00018961683,0.0003734488,0.00007461686,0.000054658947,0.00016791651,0.0011516701],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080925244,0.00003074545,0.9974528,0.00001445627,0.000018473116,0.000021299249,0.00087238476,0.00005764787,0.000006761529,0.00011367839,0.00009903113,0.00050345063],"study_design_scores_gemma":[0.00048675403,0.0001902988,0.9967814,0.000032460295,0.000013154364,0.0000059290824,0.0009898595,0.00045726154,0.000041938638,0.00034743996,0.0005684338,0.0000850492],"about_ca_topic_score_codex":0.008637657,"about_ca_topic_score_gemma":0.006889439,"teacher_disagreement_score":0.0086944075,"about_ca_system_score_codex":0.0000022273061,"about_ca_system_score_gemma":0.000036644826,"threshold_uncertainty_score":0.99962604},"labels":[],"label_agreement":null},{"id":"W162288738","doi":"","title":"Podiatry, chiropody and the struggle for legitimacy in Ontario","year":2007,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"History of Medical Practice","field":"Medicine","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":"Legitimacy; Podiatry; Political science; Public relations; Public administration; Medicine; Law; Politics; Alternative medicine","score_opus":0.017171545005772483,"score_gpt":0.23573725697366138,"score_spread":0.2185657119678889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W162288738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9706041,0.00005887225,0.003271338,0.0024358954,0.00011967579,0.00068625354,0.000004339712,0.000021373762,0.022798143],"genre_scores_gemma":[0.98692477,0.000007791618,0.004470906,0.0002311977,0.000036401558,5.264029e-7,0.000008023323,0.000009267955,0.008311097],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991162,0.00003740286,0.0001504554,0.00023437949,0.00024267107,0.00021890145],"domain_scores_gemma":[0.9990685,0.0003421352,0.00012600241,0.00025106076,0.00005770331,0.00015459729],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011649892,0.00009893076,0.00028626635,0.0001209243,0.00013753182,0.00000414519,0.00015313216,0.000098154145,0.001169095],"category_scores_gemma":[0.00025496155,0.00009333933,0.00009833119,0.00008802794,0.0006249701,0.000119444485,0.00009433539,0.00039830172,0.000044535664],"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":[0.030023871,0.0018187803,0.67687464,0.0006502183,0.00056144467,0.0006369424,0.16711523,0.0000131135,0.0017642436,0.010372295,0.011068632,0.09910063],"study_design_scores_gemma":[0.021631645,0.00021148492,0.70827556,0.0001300455,0.000210137,0.000057402412,0.01953041,0.00021136516,0.00009761639,0.0009730432,0.2484357,0.00023558197],"about_ca_topic_score_codex":0.03452986,"about_ca_topic_score_gemma":0.060172558,"teacher_disagreement_score":0.23736706,"about_ca_system_score_codex":0.00020700655,"about_ca_system_score_gemma":0.00020133624,"threshold_uncertainty_score":0.999744},"labels":[],"label_agreement":null},{"id":"W1636858361","doi":"","title":"Oxygen-isotope variability across the 8.2 ka cold event in an ombrotrophic peat bog on the Bonavista Peninsula, Newfoundland","year":2006,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":3,"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":"Ombrotrophic; Peat; Bog; Peninsula; Geology; Physical geography; Isotopes of oxygen; Climatology; Geography; Archaeology; Geochemistry","score_opus":0.016920953746141575,"score_gpt":0.22753144377838092,"score_spread":0.21061049003223933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1636858361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99138665,0.000036507914,0.000059358405,0.0017614455,0.00009278868,0.00048521103,0.00007154469,0.00002277544,0.0060837204],"genre_scores_gemma":[0.9983947,0.000012292965,0.000051693005,0.000088510256,0.000027959984,6.0014423e-7,0.00005576266,0.0000030274603,0.0013654273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997893,0.0006956529,0.00018095659,0.00042652374,0.00031381322,0.00049005274],"domain_scores_gemma":[0.9985339,0.00057310186,0.00011584642,0.00061588257,0.00007038259,0.000090861075],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016450671,0.00016314109,0.00024670654,0.00006575723,0.000742964,0.000036270238,0.0008572845,0.00017270022,0.004733337],"category_scores_gemma":[0.000058791305,0.00011951096,0.00010467103,0.00028930654,0.0008930627,0.00015355127,0.00009727346,0.0005463007,0.0005756488],"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":[0.00024314289,0.00009244819,0.995572,0.000011907,0.0000148454255,0.000048729915,0.0013833883,0.0011440882,0.000024841343,0.0013024978,0.000059328497,0.000102824655],"study_design_scores_gemma":[0.0005485697,0.00011072638,0.9919993,0.000013030106,0.000008658684,0.000012222007,0.0018487794,0.0020341845,0.000014475687,0.0022165158,0.0010627612,0.00013073198],"about_ca_topic_score_codex":0.014912115,"about_ca_topic_score_gemma":0.06983502,"teacher_disagreement_score":0.054922905,"about_ca_system_score_codex":0.000011426726,"about_ca_system_score_gemma":0.0000817294,"threshold_uncertainty_score":0.9961765},"labels":[],"label_agreement":null},{"id":"W163851302","doi":"","title":"Owners and tenants – the historical documentation for Nos. 57–64 Redcliff Street and Nos. 88-91 St Thomas Street","year":2004,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Historical and Cultural Archaeology Studies","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":"Pottery; Demolition; Archaeology; Excavation; Quarter (Canadian coin); Factory (object-oriented programming); History; Servant; Ancient history; Engineering","score_opus":0.024106290457533083,"score_gpt":0.24939515982945742,"score_spread":0.22528886937192433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W163851302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98191917,0.00018496576,0.0004913517,0.012426645,0.00026977688,0.0004758369,0.000041859574,0.00004899505,0.004141423],"genre_scores_gemma":[0.9936215,0.00036575153,0.0010003882,0.00006716619,0.00007396972,0.0000022010202,0.000007641882,0.0000047350445,0.0048566414],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990131,0.00007386091,0.00011525428,0.0003010162,0.0002409333,0.0002558158],"domain_scores_gemma":[0.9994163,0.000118651,0.0001287912,0.00011183736,0.000096839794,0.00012760461],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00027888818,0.000119009324,0.00021549834,0.0000447967,0.0013194851,0.00001149414,0.00022119834,0.000103561004,0.00005393095],"category_scores_gemma":[0.00009498364,0.00009081935,0.000076112774,0.00014676117,0.0011039436,0.00021951589,0.00018066446,0.00012298135,0.000007562438],"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":[0.00048486557,0.00041400542,0.29691797,0.00013028203,0.0004324844,0.000039568098,0.5639084,0.000030055242,0.00058673596,0.086219765,0.014107745,0.03672813],"study_design_scores_gemma":[0.0034607481,0.00035101653,0.18102938,0.00007025333,0.00020540667,0.000002261828,0.32337612,0.000012023677,0.00010071755,0.019541277,0.47127628,0.0005745161],"about_ca_topic_score_codex":0.014934929,"about_ca_topic_score_gemma":0.026961159,"teacher_disagreement_score":0.45716852,"about_ca_system_score_codex":0.0003215149,"about_ca_system_score_gemma":0.000059191687,"threshold_uncertainty_score":0.9999807},"labels":[],"label_agreement":null},{"id":"W1678126850","doi":"","title":"Chemical and boron isotopic compositions of tourmaline from massive sulphide deposits and tourmalinites in the Mesoproterozoic Belt and Purcell Supergroups, southeastern British Columbia and northwestern Montana","year":2001,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":4,"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":"Tourmaline; Geochemistry; Geology; Boron; Chemistry","score_opus":0.008225592977130186,"score_gpt":0.15191589111522455,"score_spread":0.14369029813809436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1678126850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945954,0.0010384433,0.000017402892,0.00024547635,0.000010529137,0.00027160934,0.0008676719,0.000009310228,0.0029441477],"genre_scores_gemma":[0.9966424,0.0007497229,0.00028267986,0.000054144668,0.00002380798,2.6161365e-7,0.00044322066,0.000004209396,0.0017995408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883544,0.00004707971,0.0002465184,0.0004679382,0.00021165425,0.00019138407],"domain_scores_gemma":[0.99927884,0.0001719199,0.00018135125,0.00016744445,0.000049807382,0.0001506078],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000106760235,0.00019305479,0.0005006371,0.00005901335,0.00014069822,0.00006677668,0.0002066373,0.00023204031,0.0020294713],"category_scores_gemma":[0.0000076045876,0.00021705881,0.00007928665,0.000049880244,0.0006193783,0.000102717444,0.00015194237,0.00029346766,0.0000042057395],"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":[0.000050391558,0.00002804126,0.9926884,0.00006132457,0.00009029459,0.00013443807,0.0012045708,0.000004086675,0.00012449572,0.000020933281,0.0000092205755,0.0055837715],"study_design_scores_gemma":[0.00078909495,0.00009537891,0.98990536,0.00020862687,0.00021969414,0.00005834753,0.0017138388,0.00039293297,0.000020134668,0.0060998914,0.00020979493,0.0002869079],"about_ca_topic_score_codex":0.18850406,"about_ca_topic_score_gemma":0.44322518,"teacher_disagreement_score":0.25472113,"about_ca_system_score_codex":0.0000030613892,"about_ca_system_score_gemma":0.000010015204,"threshold_uncertainty_score":0.99888283},"labels":[],"label_agreement":null},{"id":"W1700006361","doi":"","title":"The garden house: merchant culture and identity in the early modern city","year":2003,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Historical and Cultural Archaeology Studies","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":"Britishness; Vernacular; Scholarship; Identity (music); History; Everyday life; National identity; Anthropology; Vernacular architecture; Genealogy; Ethnology; Geography; Architecture; Archaeology; Media studies; Sociology; Politics; Art; Aesthetics; Political science; Law; Literature","score_opus":0.028051120260857494,"score_gpt":0.24348806395893188,"score_spread":0.2154369436980744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1700006361","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053623788,0.002254405,0.00017903795,0.0062790993,0.00031051144,0.0007999517,0.000035955552,0.000076190925,0.93644106],"genre_scores_gemma":[0.20548393,0.0069467705,0.00011748678,0.0001577283,0.00008780345,0.0000013511606,0.0000026007133,0.000015049286,0.7871873],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986663,0.00016092499,0.00012645408,0.0003130341,0.00047301385,0.00026025836],"domain_scores_gemma":[0.9993178,0.00010663213,0.00017014863,0.00021985987,0.00011088667,0.000074633266],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00066551345,0.00017705614,0.0002908863,0.000040760668,0.0016992943,0.00002319753,0.0006898958,0.00027929878,0.00021787565],"category_scores_gemma":[0.000055108867,0.000121847916,0.0001520359,0.000070872804,0.0023328622,0.00013716196,0.00030564677,0.00053452235,0.00007215549],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052041218,0.000032474112,0.0027473755,0.00002187898,0.00016551527,0.000047149344,0.71216106,8.172719e-7,0.000005579091,0.27750853,0.0028039631,0.004453596],"study_design_scores_gemma":[0.00025562083,0.00003662425,0.0062006433,0.000047167647,0.000072846626,0.0000019697382,0.057223722,0.000001463113,5.3911026e-7,0.09561292,0.8402888,0.00025766963],"about_ca_topic_score_codex":0.0030137731,"about_ca_topic_score_gemma":0.043047454,"teacher_disagreement_score":0.83748484,"about_ca_system_score_codex":0.00011985201,"about_ca_system_score_gemma":0.00004040794,"threshold_uncertainty_score":0.99960035},"labels":[],"label_agreement":null},{"id":"W1700100050","doi":"10.5555/1402383.1402435","title":"Sequential decision making in repeated coalition formation under uncertainty","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reinforcement learning; Computer science; Variety (cybernetics); Bayesian probability; Artificial intelligence; Machine learning; Mathematical optimization; Mathematics","score_opus":0.10922183188836988,"score_gpt":0.33186663062423,"score_spread":0.22264479873586013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1700100050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6711884,0.000002966283,0.3261116,0.00016727367,0.000063561645,0.00014448845,0.000014133561,0.000032547083,0.002275035],"genre_scores_gemma":[0.9966928,0.000011025284,0.0023490584,0.00004158064,0.000015606167,7.331195e-7,0.000016275282,0.0000046551922,0.00086831354],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983157,0.00018214819,0.00036111582,0.00035963827,0.0006175093,0.0001638813],"domain_scores_gemma":[0.9985895,0.0003175351,0.0003487212,0.0004519618,0.00022995936,0.00006229178],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00118755,0.00009860687,0.0002026967,0.0003843948,0.0004001408,0.000020488511,0.00045170033,0.00010907973,0.0027469804],"category_scores_gemma":[0.00020471023,0.00010692247,0.00012083968,0.0007954685,0.0002466241,0.0006335618,0.00016662256,0.00014785356,0.0006822643],"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":[0.0047118873,0.0018414619,0.13750468,0.00007217613,0.00017246458,0.00023890892,0.11644903,0.29498276,0.019025318,0.19179296,0.011041624,0.2221667],"study_design_scores_gemma":[0.0038860482,0.00010041204,0.4248273,0.00023992122,0.000036407306,0.00014673076,0.08015479,0.045358267,0.0023483583,0.43029225,0.011849813,0.0007596911],"about_ca_topic_score_codex":0.00016851959,"about_ca_topic_score_gemma":0.0002044845,"teacher_disagreement_score":0.32550436,"about_ca_system_score_codex":0.00012517779,"about_ca_system_score_gemma":0.000056529996,"threshold_uncertainty_score":0.99816465},"labels":[],"label_agreement":null},{"id":"W1708005921","doi":"","title":"Hf and Nd isotopes in marine sediments: Constraints on global silicate weathering (abstract of paper presented at: 18th Annual V. M. Goldschmidt Conference Vancouver, Canada, July 2008)","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","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":"Weathering; Silicate; Oceanography; Geology; Earth science; Geochemistry; Environmental science; Engineering","score_opus":0.008886561786311184,"score_gpt":0.16958852809786779,"score_spread":0.1607019663115566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1708005921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98090005,0.000022310809,0.0000051738657,0.00009428343,0.000051986404,0.00011995991,0.0007494976,0.000008825585,0.018047892],"genre_scores_gemma":[0.9979704,0.000047933074,0.00014851306,0.00003015564,0.000006565809,9.539275e-8,0.000071891336,0.000001584047,0.0017228792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989258,0.000028659648,0.00018625493,0.0003158711,0.00029469165,0.00024870972],"domain_scores_gemma":[0.9994252,0.000037535592,0.00015748416,0.00017440744,0.00005643531,0.00014898488],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000102988844,0.00015171674,0.00026943753,0.000044098968,0.00013688479,0.0000040635323,0.00022834344,0.00006647278,0.010048632],"category_scores_gemma":[0.000013210315,0.00016672576,0.000055272263,0.00017033998,0.00037084185,0.00017057967,0.000093070084,0.000119907796,0.00003017799],"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":[0.00022194331,0.00006944733,0.9924979,0.000043491138,0.000082476916,0.00009163867,0.0006967182,0.0006171178,0.00038101283,0.000004291666,0.001009064,0.004284878],"study_design_scores_gemma":[0.0008635723,0.000048777358,0.991835,0.000043122884,0.000020012027,0.000009197755,0.0036905787,0.000264695,0.0011436489,0.00004114543,0.0018691457,0.0001711338],"about_ca_topic_score_codex":0.4540566,"about_ca_topic_score_gemma":0.62998635,"teacher_disagreement_score":0.17592973,"about_ca_system_score_codex":0.00003484991,"about_ca_system_score_gemma":0.000121303965,"threshold_uncertainty_score":0.9908563},"labels":[],"label_agreement":null},{"id":"W1733595683","doi":"","title":"Molybdenum isotope fractionation accompanying weathering, riverine transport and estuarine mixing (abstract of paper presented at: 18th Annual V. M. Goldschmidt Conference Vancouver, Canada, July 2008)","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","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":"Weathering; Estuary; Geology; Molybdenum; Fractionation; Oceanography; Mixing (physics); Earth science; Geochemistry; Chemistry; Metallurgy; Materials science; Physics","score_opus":0.009912223961517105,"score_gpt":0.17161483633341904,"score_spread":0.16170261237190192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1733595683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973401,0.00001732151,0.00014121944,0.000055979555,0.00008750832,0.00022622039,0.00005646746,0.000021646474,0.0020535595],"genre_scores_gemma":[0.99155676,0.000054007232,0.0014616193,0.000008916035,0.000009338814,5.8106235e-7,0.000022809192,0.000010373821,0.0068755737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881697,0.00002287219,0.00018358431,0.00034242516,0.00040573478,0.00022840017],"domain_scores_gemma":[0.9993973,0.000025326251,0.00020301355,0.00020657951,0.000039153892,0.00012867137],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007937094,0.00017988407,0.00025982532,0.000053777927,0.0002469684,0.0000029375194,0.00021693083,0.00007183427,0.0036606272],"category_scores_gemma":[0.000005046067,0.0002052578,0.00007250638,0.0001243034,0.000273803,0.00044997808,0.00019959701,0.00012638648,0.000040087496],"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":[0.00042882166,0.00042690735,0.92677444,0.000058894126,0.00019576942,0.000246376,0.008707339,0.00082430866,0.05827075,0.000009252165,0.0021882767,0.0018688383],"study_design_scores_gemma":[0.0014270524,0.00003980837,0.97344166,0.00003038763,0.00003976622,0.000022428205,0.0017071903,0.00019184289,0.016195094,0.000019296023,0.0066642724,0.00022119048],"about_ca_topic_score_codex":0.32441196,"about_ca_topic_score_gemma":0.20924889,"teacher_disagreement_score":0.11516309,"about_ca_system_score_codex":0.00019258326,"about_ca_system_score_gemma":0.000059772443,"threshold_uncertainty_score":0.99725014},"labels":[],"label_agreement":null},{"id":"W1739410781","doi":"10.1093/rheumatology/41.suppl_2.80","title":"Effectiveness of manipulative physiotherapy for the treatment of cervicobrachial pain syndrome: a single case study","year":2002,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Nerve Injury and Rehabilitation","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":"Medicine; Physical therapy; Manual therapy; Neck pain; Physical examination; Range of motion; Quadrant (abdomen); McGill Pain Questionnaire; Low back pain; Physical medicine and rehabilitation; Surgery; Visual analogue scale; Alternative medicine; Pathology","score_opus":0.05668575008807731,"score_gpt":0.2854597292570913,"score_spread":0.22877397916901399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1739410781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995149,0.000052745298,0.0025584032,0.00005960603,0.000050324325,0.0020240222,0.000028480383,0.000012549466,0.00006486872],"genre_scores_gemma":[0.9992651,0.00000893412,0.0004777319,0.0000028857276,0.000010423626,0.000005002284,0.00000411997,0.000009579793,0.00021623373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914587,0.00026355218,0.00014632643,0.00019830854,0.00014689752,0.00009906062],"domain_scores_gemma":[0.99854255,0.00081994757,0.00017844372,0.0002854782,0.00013536139,0.000038197348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039617275,0.00011156673,0.00037321277,0.00008883341,0.00010827292,0.0000016664211,0.000077896904,0.000052442472,0.00028205625],"category_scores_gemma":[0.00002602752,0.00008838463,0.00023715365,0.0001568166,0.00018698127,0.000054644053,0.000017618859,0.000043116474,0.0000033921033],"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":[0.011348495,0.050669186,0.39654407,0.0041966145,0.004696793,0.0009201981,0.31064555,0.0006480124,0.09790114,0.00039853735,0.000029084704,0.122002326],"study_design_scores_gemma":[0.020534424,0.03542957,0.7529571,0.00050412375,0.0009184645,0.00017847338,0.16888951,0.0036886327,0.01607986,0.00034117026,0.00016930817,0.00030934883],"about_ca_topic_score_codex":0.0011775289,"about_ca_topic_score_gemma":0.00007632185,"teacher_disagreement_score":0.35641304,"about_ca_system_score_codex":0.00007862169,"about_ca_system_score_gemma":0.000013627341,"threshold_uncertainty_score":0.36042204},"labels":[],"label_agreement":null},{"id":"W174563456","doi":"","title":"Evaluating automatic syllabification algorithms for English","year":2007,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":17,"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":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Syllabification; Computer science; Syllable; Artificial intelligence; Natural language processing; Word (group theory); Task (project management); Set (abstract data type); Margin (machine learning); Speech recognition; Algorithm; Mathematics; Machine learning","score_opus":0.11653405978007723,"score_gpt":0.3979764743016492,"score_spread":0.2814424145215719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W174563456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94649076,0.00003313887,0.04447605,0.00010816466,0.00045841304,0.0005310662,0.000030136796,0.00008069037,0.007791555],"genre_scores_gemma":[0.9819062,0.000003880754,0.014550336,0.00001766401,0.00007767443,0.0000024020228,0.00002730315,0.000014449611,0.0034001213],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988082,0.00008103933,0.00018124109,0.00034502012,0.00021446926,0.00036999653],"domain_scores_gemma":[0.99863255,0.00033529868,0.00016961407,0.0004240433,0.00032918333,0.00010928522],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017382854,0.00010517036,0.00019934155,0.00019906186,0.00019707673,0.000008468096,0.0003851912,0.00017721158,0.0031660956],"category_scores_gemma":[0.0001561594,0.00013529233,0.00010885474,0.00022129052,0.00019966638,0.00006043761,0.000104730265,0.00018703527,0.00034684842],"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":[0.0007914367,0.0008538177,0.026461625,0.00021218385,0.00057967386,0.000031517997,0.2642588,0.000033527398,0.019181395,0.008189647,0.0022813266,0.67712504],"study_design_scores_gemma":[0.00546082,0.0006578983,0.9064256,0.000073566276,0.000121805315,0.000010675737,0.058387946,0.012346548,0.0030257697,0.0053357207,0.00759337,0.00056027505],"about_ca_topic_score_codex":0.00033238909,"about_ca_topic_score_gemma":0.000054564603,"teacher_disagreement_score":0.879964,"about_ca_system_score_codex":0.000058008747,"about_ca_system_score_gemma":0.000050813334,"threshold_uncertainty_score":0.99774516},"labels":[],"label_agreement":null},{"id":"W1750213347","doi":"","title":"Ocean redox during the Toarcian oceanic anoxic event: Constraints from chromium isotope ratios (abstract of paper presented at: 18th Annual V. M. Goldschmidt Conference Vancouver, Canada, July 2008)","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":1,"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":"Anoxic waters; Chromium; Event (particle physics); Environmental science; Oceanography; Redox; Geology; Geochemistry; Metallurgy; Materials science; Physics","score_opus":0.006629634759364937,"score_gpt":0.15811676183600668,"score_spread":0.15148712707664175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1750213347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99187577,0.00005595419,0.000013309359,0.00018888131,0.00014230909,0.000206734,0.002321096,0.000017882026,0.005178093],"genre_scores_gemma":[0.99472344,0.00004914185,0.0000637846,0.000038374365,0.000031629465,5.8349634e-8,0.0002643257,0.000003722944,0.0048255124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838036,0.000069349575,0.00029386533,0.000404182,0.0005021071,0.0003501463],"domain_scores_gemma":[0.9988654,0.00007303073,0.00034233637,0.00039587353,0.00012917249,0.00019415423],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014731311,0.00021013604,0.00033918695,0.000051550596,0.00053830136,0.000008873175,0.00059624115,0.00009599152,0.03160073],"category_scores_gemma":[0.00002535623,0.00020175496,0.00014671,0.00023055475,0.0006079417,0.00031351778,0.00011194213,0.00022635872,0.000088235516],"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":[0.0003985835,0.00012291716,0.9677739,0.00009856004,0.00044451564,0.00022291501,0.006298211,0.0018869092,0.005259038,0.000004388023,0.016894592,0.0005954692],"study_design_scores_gemma":[0.0010053384,0.000037075875,0.97491175,0.000053797554,0.00007169264,0.000014044219,0.01323792,0.0006858781,0.0063753533,0.000037676393,0.0032780152,0.00029148717],"about_ca_topic_score_codex":0.33573604,"about_ca_topic_score_gemma":0.51826805,"teacher_disagreement_score":0.182532,"about_ca_system_score_codex":0.000042324296,"about_ca_system_score_gemma":0.00031869864,"threshold_uncertainty_score":0.96928453},"labels":[],"label_agreement":null},{"id":"W1791718647","doi":"","title":"Muffling inclusiveness: some notes towards an archaeology of the British","year":2003,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Australian History and Society","field":"Social Sciences","cited_by":7,"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":"Britishness; Variety (cybernetics); Ethnic group; Empire; Resistance (ecology); Consumption (sociology); Archaeology; History; Ethnology; Geography; Sociology; Anthropology; Political science; Law; Social science; Politics","score_opus":0.0317235185218317,"score_gpt":0.24362130436708274,"score_spread":0.21189778584525104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1791718647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5776734,0.00027186927,0.00070264895,0.0012597776,0.0015757225,0.0011577674,0.00036363467,0.00013390476,0.41686127],"genre_scores_gemma":[0.6381941,0.0004883102,0.0009816382,0.00015853955,0.00012267892,3.6480597e-7,0.000018630142,0.000033350752,0.36000237],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840397,0.00018719623,0.00021151561,0.00040820977,0.00050358457,0.0002855009],"domain_scores_gemma":[0.9986113,0.00007616808,0.0005196451,0.00043767065,0.00021036468,0.00014489997],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00063776225,0.00019232108,0.00048463588,0.000064699074,0.0013079116,0.000016476146,0.0009983752,0.0006536699,0.0030783997],"category_scores_gemma":[0.000075733464,0.00025350903,0.00044947717,0.00006912858,0.0033794872,0.00023638365,0.00042393117,0.0005045676,0.000034465087],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083957064,0.000207219,0.01470884,0.0003219641,0.00046469524,0.000109231165,0.3772844,0.000084338324,0.00014044424,0.59817386,0.00096610386,0.0074549597],"study_design_scores_gemma":[0.0013129975,0.00014194829,0.016874773,0.00092951977,0.00038316613,0.00001302015,0.05454971,0.000008714942,0.00015368729,0.11180655,0.81248116,0.0013447658],"about_ca_topic_score_codex":0.017543763,"about_ca_topic_score_gemma":0.00782624,"teacher_disagreement_score":0.81151503,"about_ca_system_score_codex":0.00025061268,"about_ca_system_score_gemma":0.0004521078,"threshold_uncertainty_score":0.99999225},"labels":[],"label_agreement":null},{"id":"W1856072255","doi":"","title":"Drilling the Newfoundland margin in the Newfoundland-Iberia rift (abstract of paper presented at AGU Fall Meeting, San Francisco, CA, 10-14 Dec 2001)","year":2001,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":1,"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":"Geology; Rift; Margin (machine learning); Drilling; Oceanography; Seismology; Engineering; Tectonics","score_opus":0.019572876856067047,"score_gpt":0.20815303228083454,"score_spread":0.1885801554247675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1856072255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9530895,0.00015627824,0.0001466107,0.0006515625,0.0000614092,0.00022873437,0.000045142082,0.00001541312,0.045605365],"genre_scores_gemma":[0.9972532,0.00018929136,0.00035671174,0.000094826406,0.000028317343,2.704247e-7,0.00006800382,0.0000025447605,0.0020068763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988267,0.00012699405,0.00021926223,0.00021863528,0.00025836725,0.00035005124],"domain_scores_gemma":[0.9989835,0.00035346256,0.00021131692,0.00028848407,0.00007732112,0.00008593922],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007897987,0.00014649334,0.00022189833,0.000084443105,0.00039007585,0.000034261928,0.0006375452,0.00011595608,0.018206093],"category_scores_gemma":[0.00008266215,0.00010041164,0.000094411895,0.00034359272,0.00026696347,0.00028710105,0.00006196364,0.00019151963,0.00026831293],"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":[0.000149743,0.000037411977,0.98883665,0.000026557369,0.00002234135,0.000014204586,0.0047830273,0.003904383,0.00003100331,0.000031329317,0.0006956352,0.0014677247],"study_design_scores_gemma":[0.00049252255,0.000055280223,0.9486286,0.000039183607,0.000019447129,0.000016109252,0.004496858,0.0022945062,0.000005507404,0.00074240804,0.043080334,0.00012922348],"about_ca_topic_score_codex":0.12129115,"about_ca_topic_score_gemma":0.44616044,"teacher_disagreement_score":0.32486928,"about_ca_system_score_codex":0.000013933162,"about_ca_system_score_gemma":0.000048897866,"threshold_uncertainty_score":0.9826914},"labels":[],"label_agreement":null},{"id":"W1864699906","doi":"","title":"Extended joint ECFA/DESY study on physics and detector for a linear e+ e- collider","year":2003,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"DESY; Collider; Physics; Particle physics; Nuclear physics; Electron–positron annihilation; Detector; Joint (building); Engineering; Structural engineering; Optics","score_opus":0.031889069057834556,"score_gpt":0.23588717251213098,"score_spread":0.20399810345429642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1864699906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900413,0.000002787115,0.007920001,0.000016702663,0.000065482476,0.0005344093,0.000028625464,0.000021680862,0.0013690199],"genre_scores_gemma":[0.9971633,7.673846e-7,0.002191447,0.0000074428976,0.00002608393,0.000003738722,0.000004219346,0.000011025924,0.0005919662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924666,0.000034377197,0.000112411835,0.0002664295,0.00013192662,0.00020819141],"domain_scores_gemma":[0.99949896,0.000042585918,0.000104559214,0.00020155702,0.000065618064,0.000086716056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017615217,0.00013911797,0.00021725132,0.00004794139,0.0002111392,0.000012326302,0.00010182013,0.000030075193,0.00036746767],"category_scores_gemma":[0.000007674784,0.00015873039,0.00008402326,0.00011731721,0.00006489375,0.00010799722,0.000050784303,0.000098280005,0.00006398213],"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":[0.0005698874,0.0018512014,0.93116367,0.000084804866,0.00061368203,0.0000074827617,0.02547732,0.00014989982,0.013352613,0.0067056343,0.00017329575,0.019850524],"study_design_scores_gemma":[0.010875695,0.0009398425,0.8236839,0.00009459008,0.00017129756,0.0000011800398,0.034292374,0.0040856125,0.11458101,0.0048787505,0.0053725424,0.0010231957],"about_ca_topic_score_codex":0.000053538144,"about_ca_topic_score_gemma":0.000008238111,"teacher_disagreement_score":0.10747974,"about_ca_system_score_codex":0.000020725942,"about_ca_system_score_gemma":0.00004296012,"threshold_uncertainty_score":0.64728373},"labels":[],"label_agreement":null},{"id":"W1880218799","doi":"","title":"Fluid flow rates and sediment pore-fluid interactions at the Carlos Ribeiro mud volcano (Gulf of Cadiz) (abstract of paper presented at: 18th Annual V. M. Goldschmidt Conference Vancouver, Canada, July 2008)","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","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":"Mud volcano; Geology; Volcano; Sediment; Oceanography; Seismology; Geomorphology; Hydrology (agriculture); Geotechnical engineering","score_opus":0.013767157711196536,"score_gpt":0.1861184702593324,"score_spread":0.17235131254813585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1880218799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913571,0.00020843638,0.000043649063,0.0002966498,0.00021428014,0.00021175825,0.0013626495,0.000010780026,0.0062946924],"genre_scores_gemma":[0.9935629,0.00020162006,0.00022422207,0.00003860307,0.000011260688,2.558252e-7,0.00012771605,0.000002165969,0.005831279],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892986,0.000052039526,0.0002415753,0.00022760518,0.00032957635,0.00021935967],"domain_scores_gemma":[0.99897313,0.00017022734,0.00024527303,0.00022783125,0.0002461972,0.0001373393],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001331797,0.00014875857,0.00026682636,0.00006544264,0.0004076958,0.0000053815024,0.0002896382,0.000070062444,0.010403995],"category_scores_gemma":[0.000037136415,0.00012154833,0.000070265814,0.00017039165,0.0005030088,0.00032462107,0.00011233509,0.00014067985,0.000033664084],"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":[0.0009051841,0.00021271945,0.87165624,0.00028730772,0.00036490013,0.00007601687,0.01693139,0.010231009,0.0020875656,0.000046166748,0.09315866,0.0040428517],"study_design_scores_gemma":[0.00070254377,0.0001340438,0.92031157,0.00005370275,0.000052808915,0.000029953724,0.007339564,0.0022007907,0.004007021,0.00006901836,0.06486152,0.00023743715],"about_ca_topic_score_codex":0.31120324,"about_ca_topic_score_gemma":0.62917346,"teacher_disagreement_score":0.31797022,"about_ca_system_score_codex":0.000023839984,"about_ca_system_score_gemma":0.000236135,"threshold_uncertainty_score":0.9905006},"labels":[],"label_agreement":null},{"id":"W190091793","doi":"","title":"Sofia declaration for prevention of cardiovascular diseases and Type 2 diabetes mellitus: a scientific statement of the International College of Cardiology and International College of Nutrition","year":2014,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Memorial University of Newfoundland; University of Alberta","funders":"","keywords":"Declaration; Medicine; Statement (logic); Internal medicine; Diabetes mellitus; Type 2 Diabetes Mellitus; Family medicine; Cardiology; Intensive care medicine; Endocrinology; Political science; Law","score_opus":0.02157475278222803,"score_gpt":0.23542789389757127,"score_spread":0.21385314111534323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W190091793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954679,0.00054982194,0.0014612192,0.00027328404,0.00017007726,0.00048848306,0.0014882097,0.0000027230853,0.00009830065],"genre_scores_gemma":[0.99822795,0.00036466637,0.0011932746,0.0000029428786,0.000023114084,0.0000022612724,0.00008157155,0.0000030676445,0.00010116257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993002,0.000042013926,0.00019450727,0.00015480272,0.00024762892,0.00006087221],"domain_scores_gemma":[0.99902344,0.00007375518,0.0002205657,0.00012952398,0.0005250096,0.00002768116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002902684,0.00005933557,0.00031243486,0.000103106715,0.00006061018,0.0000012630858,0.0000926028,0.00004033908,0.00002793025],"category_scores_gemma":[0.00008596668,0.00005702395,0.00017641654,0.000095885676,0.00037155603,0.00006016022,0.000120286866,0.000027542159,1.885675e-7],"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":[0.004877763,0.002865783,0.8668169,0.0064330786,0.0092621455,0.0000029842377,0.0024161914,0.00050722994,0.0604391,0.033643216,0.0053449543,0.0073906803],"study_design_scores_gemma":[0.013765475,0.0012245642,0.88744295,0.001352842,0.0014932707,0.0000054910493,0.011765091,0.0026217762,0.024851402,0.016433738,0.03880682,0.00023658594],"about_ca_topic_score_codex":0.000027736032,"about_ca_topic_score_gemma":0.000010598389,"teacher_disagreement_score":0.0355877,"about_ca_system_score_codex":0.000029160394,"about_ca_system_score_gemma":0.000034684195,"threshold_uncertainty_score":0.23253691},"labels":[],"label_agreement":null},{"id":"W191450035","doi":"","title":"The Sherbrooke postal questionnaire: which patients trigger further assessment?","year":2005,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Healthcare Systems and Challenges","field":"Health Professions","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":"Medicine; Psychology","score_opus":0.024606952721757034,"score_gpt":0.33160031460510464,"score_spread":0.3069933618833476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W191450035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9564261,0.00014021432,0.000581714,0.013062668,0.0006167474,0.00093491154,0.000033346936,0.00011360582,0.028090723],"genre_scores_gemma":[0.98680437,0.0001882862,0.00030440118,0.00013203488,0.00019939525,0.0000041663825,0.000012485047,0.000022243861,0.012332621],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978234,0.00059348537,0.00036000749,0.00033851768,0.00037592617,0.00050862425],"domain_scores_gemma":[0.99819756,0.00018912145,0.00034637103,0.0005164578,0.0005449663,0.00020550407],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009968934,0.00017242979,0.000286281,0.00007881891,0.0014366066,0.0000090998465,0.00039799325,0.00031187193,0.0013905914],"category_scores_gemma":[0.00007501926,0.00015042539,0.00011135865,0.00018576626,0.00011912718,0.00021103748,0.00023327634,0.0007295087,0.0010915097],"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":[0.00027823754,0.0004898212,0.791493,0.0005403173,0.00020710903,0.000005651092,0.0718818,0.000016988024,0.000078723955,0.011416609,0.0071043335,0.11648739],"study_design_scores_gemma":[0.0017595885,0.0000880154,0.7416251,0.00036270273,0.00001942815,4.8957094e-7,0.034912158,0.00012783271,0.00000709039,0.00027197762,0.22061169,0.00021393322],"about_ca_topic_score_codex":0.0021554516,"about_ca_topic_score_gemma":0.011273509,"teacher_disagreement_score":0.21350737,"about_ca_system_score_codex":0.00033873564,"about_ca_system_score_gemma":0.00037615906,"threshold_uncertainty_score":0.9998634},"labels":[],"label_agreement":null},{"id":"W1935877288","doi":"","title":"Common and scientific names of aquatic invertebrates from the United States and Canada: crustaceans.","year":2005,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":117,"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":"Invertebrate; Crustacean; Fishery; Zoology; Ecology; Biology; Geography","score_opus":0.00889991256323464,"score_gpt":0.17241441828858053,"score_spread":0.1635145057253459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1935877288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994766,0.000101797974,0.00003194706,0.00043074717,0.000092104114,0.00031124352,0.00024070419,0.000012248454,0.0040132347],"genre_scores_gemma":[0.75434095,0.0002599091,0.0005432986,0.0002838615,0.000022015816,8.5884955e-7,0.00061338866,0.000030153356,0.24390557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987099,0.00010064548,0.00021065741,0.00042188706,0.0003417745,0.00021513479],"domain_scores_gemma":[0.9988794,0.00025544403,0.000353613,0.0003797928,0.000021697671,0.00011008177],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027960804,0.00022535848,0.00040307123,0.00007251705,0.00040976243,0.000019227427,0.00046060325,0.0002126218,0.008955643],"category_scores_gemma":[0.000020304766,0.00021044843,0.000050729705,0.00011465995,0.0026104727,0.0001275215,0.00058108155,0.00030792,0.00012499646],"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":[0.00010188871,0.00017312042,0.7936701,0.000108673026,0.00030115436,0.00005449155,0.023591192,0.00018979952,0.00030115235,0.0005041571,0.1740891,0.006915125],"study_design_scores_gemma":[0.0030201925,0.0002503672,0.74263835,0.0006290443,0.0013189979,0.0000142182425,0.039016668,0.020395948,0.0008414297,0.011982062,0.17813027,0.0017624823],"about_ca_topic_score_codex":0.6297991,"about_ca_topic_score_gemma":0.85179335,"teacher_disagreement_score":0.24042502,"about_ca_system_score_codex":0.00022414676,"about_ca_system_score_gemma":0.0002527907,"threshold_uncertainty_score":0.99195033},"labels":[],"label_agreement":null},{"id":"W193716825","doi":"","title":"Proceedings of the ODP, Scientific Results. Vol. 173. Return to Iberia: covering Leg 173 of the cruises of the Drilling Vessel \"Joides Resolution\", Lisbon, Portugal, to Halifax, Nova Scotia, Sites 1065-1070, 15 April-15 June 1997","year":2001,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Maritime and Coastal Archaeology","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":"Nova scotia; Drilling; Nova (rocket); Archaeology; Geology; Oceanography; Engineering; Geography; Aeronautics; Mechanical engineering","score_opus":0.025140374963475286,"score_gpt":0.19425562203965835,"score_spread":0.16911524707618306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W193716825","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7002539,0.0001511799,0.000036690046,0.0021919627,0.0021529756,0.0018142391,0.002235383,0.000057840472,0.29110584],"genre_scores_gemma":[0.40101156,0.00002639983,0.00019193413,0.00010798589,0.00022883894,0.0000015267055,0.00005290175,0.000042551503,0.5983363],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970291,0.00007508455,0.0007538467,0.00076711614,0.0008918012,0.00048304885],"domain_scores_gemma":[0.99584347,0.00014222578,0.0013671651,0.00097030547,0.0015439554,0.00013287106],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000822801,0.00043129266,0.00085531274,0.00039292264,0.0008810585,0.00006906003,0.0020711408,0.00026164504,0.0018731311],"category_scores_gemma":[0.00026256515,0.0003337036,0.00058544654,0.00042458714,0.0034423082,0.00027435925,0.0031070122,0.0005021097,0.000046238405],"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":[0.0018033666,0.0007310729,0.012932875,0.002895817,0.0011424319,0.000013330629,0.34363282,0.00056404626,0.019033188,0.11524722,0.5007845,0.0012193421],"study_design_scores_gemma":[0.0011229301,0.00023016127,0.004782922,0.0035081755,0.00043589107,0.000010585239,0.029208736,0.000054772,0.009323339,0.006038627,0.9444842,0.0007996689],"about_ca_topic_score_codex":0.0047534653,"about_ca_topic_score_gemma":0.015975237,"teacher_disagreement_score":0.4436997,"about_ca_system_score_codex":0.00013448246,"about_ca_system_score_gemma":0.00043094315,"threshold_uncertainty_score":0.9999115},"labels":[],"label_agreement":null},{"id":"W194348480","doi":"","title":"France 2007, Greece 2007, Calgary 2007 and National Geographic 2006","year":2008,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","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":"Commercialism; Art; PICASSO; Visual arts; The Renaissance; Contemporary art; Art history; Renaissance art; Work of art; Performance art; Painting","score_opus":0.02120562819468642,"score_gpt":0.17724798347086235,"score_spread":0.15604235527617594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W194348480","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0074092383,0.0014602062,0.000024452369,0.00016996966,0.0006193254,0.00036406406,0.0006970977,0.000093225586,0.98916245],"genre_scores_gemma":[0.008110771,0.0019122319,0.00021727735,0.0002601315,0.0005726502,7.5722966e-7,0.00017151974,0.000044411074,0.9887102],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829155,0.000017451703,0.00024972425,0.00055598543,0.00057673274,0.00030856553],"domain_scores_gemma":[0.9987708,0.0000376586,0.00033498075,0.00029111898,0.0003897641,0.00017570012],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001379257,0.0004018961,0.0005063644,0.00023439292,0.0006592282,0.000042984382,0.00036981746,0.00032388585,0.075830735],"category_scores_gemma":[0.0000062768813,0.00045100067,0.00030472677,0.000020491949,0.001178853,0.00029679973,0.0002159551,0.0005048555,0.0010865895],"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":[0.00022715618,0.00023759878,0.0022516886,0.0005353995,0.0009110576,0.00035893524,0.03310233,0.000007646177,0.000014924868,0.4330291,0.51792014,0.011404067],"study_design_scores_gemma":[0.0005378391,0.000047858604,0.002502326,0.00019119895,0.000053825184,0.000013688595,0.00100539,0.000022908576,7.933285e-7,0.001864042,0.99324644,0.00051367714],"about_ca_topic_score_codex":0.0018589884,"about_ca_topic_score_gemma":0.00081778376,"teacher_disagreement_score":0.47532633,"about_ca_system_score_codex":0.000047115147,"about_ca_system_score_gemma":0.00007438263,"threshold_uncertainty_score":0.9997942},"labels":[],"label_agreement":null},{"id":"W1965788386","doi":"","title":"Actions and resources in epistemic logic","year":2006,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Soundness; Epistemic modal logic; Dynamic logic (digital electronics); Multimodal logic; Proof calculus; Computer science; Sequent; Modal logic; Modal operator; Sequent calculus; Epistemology; Description logic; Calculus (dental); Natural deduction; Mathematics; Theoretical computer science; Programming language; Modal; Mathematical proof; Philosophy; Medicine","score_opus":0.014953256844352088,"score_gpt":0.21801015107146615,"score_spread":0.20305689422711407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965788386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8916001,0.00030146868,0.0047451975,0.00012484424,0.00031166183,0.00024861892,0.0000093430035,0.00010897078,0.102549806],"genre_scores_gemma":[0.9638093,0.00011604605,0.0028614271,0.000010131382,0.00003019314,9.377628e-7,0.00006513426,0.000011467708,0.03309537],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99872804,0.00007427617,0.00017112875,0.00057021866,0.00021075575,0.00024557556],"domain_scores_gemma":[0.99904084,0.00007049865,0.00028961434,0.00042518572,0.00009140172,0.00008243234],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020890888,0.00021105158,0.00036386854,0.00039179667,0.0001980703,0.0000449144,0.000793765,0.0003060448,0.00012260751],"category_scores_gemma":[0.000025852605,0.00025423005,0.00012282688,0.00034559556,0.00010479558,0.0002513664,0.00021497127,0.00034520624,0.000104398816],"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":[0.00059347984,0.0020376632,0.1995706,0.0027917158,0.0005343509,0.0008129019,0.3389512,0.00030758494,0.0053905896,0.3063124,0.006023664,0.13667382],"study_design_scores_gemma":[0.0021470306,0.00015158961,0.91625285,0.00074933213,0.000092927025,0.000029597726,0.024575917,0.0024020225,0.00056600146,0.032848794,0.018865163,0.0013188003],"about_ca_topic_score_codex":0.0017898576,"about_ca_topic_score_gemma":0.004149618,"teacher_disagreement_score":0.71668226,"about_ca_system_score_codex":0.00008900788,"about_ca_system_score_gemma":0.00008464003,"threshold_uncertainty_score":0.999991},"labels":[],"label_agreement":null},{"id":"W204253327","doi":"","title":"Reclaiming fatherhood after disrupted intergenerational transmission of father roles: indigenous men in Canada and African men in the new South Africa","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Gender Roles and Identity Studies","field":"Social Sciences","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":"Indigenous; Gender studies; Sociology; Geography; Political science; Biology; Ecology","score_opus":0.01880731427463776,"score_gpt":0.2051540645442168,"score_spread":0.18634675026957906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W204253327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942702,0.00015015338,0.00032712045,0.0010275465,0.000017064369,0.00022774763,0.00001301147,0.0000049779155,0.0039621755],"genre_scores_gemma":[0.99869496,0.00014162317,0.00021470034,0.000012375698,0.000012714069,8.9721516e-7,0.0000015002026,0.0000043983173,0.0009168453],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99894935,0.00014050893,0.00014892762,0.0001939664,0.00035334038,0.00021391128],"domain_scores_gemma":[0.9996584,0.000026751653,0.00009657568,0.00011105359,0.000037521022,0.00006967626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026989484,0.00009220524,0.00019324203,0.00010906948,0.0002845541,0.0000081002445,0.00026345655,0.00005143846,0.00015724775],"category_scores_gemma":[0.000013617178,0.000088627836,0.000047900823,0.0002580878,0.00011192348,0.000111377696,0.000074493844,0.000117874966,0.000002118224],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004899241,0.000041992243,0.22193277,0.000007903491,0.000022068512,0.000014014608,0.7763331,0.0000255094,0.00005211591,0.000039442995,0.0001605513,0.001321529],"study_design_scores_gemma":[0.00048013826,0.00001856787,0.4166113,0.000030734038,0.000011814986,6.5451275e-7,0.5808734,0.00005036884,0.00002901434,0.0003200931,0.001466456,0.00010743223],"about_ca_topic_score_codex":0.85336137,"about_ca_topic_score_gemma":0.919366,"teacher_disagreement_score":0.1954597,"about_ca_system_score_codex":0.00016383558,"about_ca_system_score_gemma":0.0005140541,"threshold_uncertainty_score":0.3614138},"labels":[],"label_agreement":null},{"id":"W2093655443","doi":"10.1016/j.red.2005.08.002","title":"Human capital investment and debt constraints","year":2006,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Simon Fraser University","funders":"","keywords":"Economics; Debt; Subsidy; Budget constraint; Investment (military); Human capital; Monetary economics; Fiscal policy; Context (archaeology); Creditor; Macroeconomics; Microeconomics; Market economy","score_opus":0.008641017142153394,"score_gpt":0.17882173584123026,"score_spread":0.17018071869907686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093655443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97157145,0.000019181089,0.00007742144,0.00009357007,0.000056233035,0.00018026422,0.0000064313544,0.000063240375,0.027932215],"genre_scores_gemma":[0.99762577,0.0000020075358,0.00046566318,0.00017462204,0.00011146754,3.351534e-7,0.00005277831,0.0000116055135,0.0015557405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989923,0.000010481513,0.00017705494,0.00033771785,0.00025717533,0.00022521926],"domain_scores_gemma":[0.9993577,0.000010889772,0.00024693258,0.00023050974,0.00013309254,0.000020903704],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019054119,0.00016522454,0.0002523561,0.0002834268,0.00032183185,0.000058654005,0.0002160639,0.00007515692,0.0026427822],"category_scores_gemma":[0.000014626133,0.00020156968,0.00011472282,0.00025434355,0.00040947154,0.00056311896,0.0002995207,0.00009532829,0.00035564566],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018144268,0.00012578188,0.884124,0.000081693084,0.000023147231,0.00003344128,0.00042813344,0.000012697591,0.002119844,0.11158963,0.0009853676,0.0004581634],"study_design_scores_gemma":[0.0010348983,0.000011480893,0.975548,0.00006252014,0.00012524334,0.0000014912358,0.0018745167,0.00028065793,0.00012342299,0.014136558,0.006475,0.00032618293],"about_ca_topic_score_codex":0.006802591,"about_ca_topic_score_gemma":0.001070392,"teacher_disagreement_score":0.09745307,"about_ca_system_score_codex":0.000034869725,"about_ca_system_score_gemma":0.000015126913,"threshold_uncertainty_score":0.9998112},"labels":[],"label_agreement":null},{"id":"W2096003216","doi":"","title":"Development of a finite element ocean model with a dynamically-adaptive unstructured mesh (abstract of paper presented at AGU 2004 Joint Assembly, 17-21 May 2004, Montreal, Canada)","year":2004,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","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":"Joint (building); Finite element method; Computer science; Geology; Engineering; Structural engineering","score_opus":0.014302315435537888,"score_gpt":0.1745801528088855,"score_spread":0.1602778373733476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096003216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98948556,0.000035225785,0.005958174,0.0002235723,0.000019792715,0.00027898003,0.00030789047,0.000015780628,0.0036750145],"genre_scores_gemma":[0.98217356,0.0000138952255,0.017213188,0.000024827641,0.0000027227693,1.6541637e-7,0.00014600242,0.0000031108605,0.00042250176],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99857414,0.000021850658,0.00031614216,0.0002707446,0.00053144206,0.00028568308],"domain_scores_gemma":[0.9990045,0.000041028492,0.0003754331,0.00021108703,0.00020422129,0.0001637572],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015469415,0.00018696825,0.00034394773,0.0001005967,0.00020064342,0.0000066387406,0.0002974012,0.00009150776,0.0019454634],"category_scores_gemma":[0.000016220083,0.00016129702,0.00007098125,0.00021651102,0.0001906457,0.00020928022,0.000069549336,0.00013691274,0.000010252],"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":[0.0009513566,0.00020133996,0.09399911,0.00022408954,0.0003574262,0.000036814603,0.007930474,0.8916679,0.00035382708,0.00016503345,0.0002975122,0.003815139],"study_design_scores_gemma":[0.0022463975,0.00023631388,0.9473711,0.00019326081,0.00007665845,0.000008902567,0.0098525835,0.03599986,0.0020683068,0.0009558433,0.0005372985,0.00045342473],"about_ca_topic_score_codex":0.20473573,"about_ca_topic_score_gemma":0.6906154,"teacher_disagreement_score":0.855668,"about_ca_system_score_codex":0.000060266764,"about_ca_system_score_gemma":0.0007156448,"threshold_uncertainty_score":0.9989669},"labels":[],"label_agreement":null},{"id":"W2098529415","doi":"","title":"Retrieval of at-sensor irradiance using Incident Light Sensor ( ILS) *","year":2002,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Impact of Light on Environment and Health","field":"Environmental Science","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 Waterloo; Natural Environment Research Council; University of Southampton","keywords":"Radiance; Irradiance; Remote sensing; Sky; Environmental science; Atmospheric model; Meteorology; Optics; Geography; Physics","score_opus":0.029423446681919617,"score_gpt":0.21117680128354177,"score_spread":0.18175335460162215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098529415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887829,0.000030157213,0.00025645312,0.0004850762,0.00008787452,0.00024517596,0.000021463116,0.000026866424,0.010064065],"genre_scores_gemma":[0.9900339,0.00009578809,0.0035463495,0.000058924263,0.000023101411,6.5767566e-8,0.0000024997958,0.000015536152,0.006223804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828446,0.000070082504,0.00023495671,0.00037746393,0.0005511492,0.00048189037],"domain_scores_gemma":[0.99885803,0.00003500944,0.00035927808,0.00044278085,0.000011257576,0.00029362072],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031279938,0.00017443033,0.0003228675,0.0000896926,0.00026743277,0.0000053883805,0.000363527,0.00013632551,0.03192619],"category_scores_gemma":[0.000027360855,0.00021516297,0.00014995552,0.00023645903,0.00042069153,0.0002627593,0.00038417018,0.00016555139,0.0019185737],"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":[0.00024721117,0.00040008163,0.8152748,0.00007179327,0.000054071617,0.00006215437,0.016377019,0.00038278167,0.16519253,0.000036676705,0.0006825746,0.0012183414],"study_design_scores_gemma":[0.0012456712,0.00013616493,0.96599066,0.000059402333,0.000053080566,0.000019461955,0.0028038523,0.0017273731,0.015089186,0.000048707836,0.0124215325,0.00040489563],"about_ca_topic_score_codex":0.0009550227,"about_ca_topic_score_gemma":0.00009172957,"teacher_disagreement_score":0.15071592,"about_ca_system_score_codex":0.000596061,"about_ca_system_score_gemma":0.000011639106,"threshold_uncertainty_score":0.9988586},"labels":[],"label_agreement":null},{"id":"W2104299813","doi":"","title":"Direct Lagrangian measurements of the circulation of Labrador Sea water in the northern and eastern Atlantic, north of 38N (abstract of paper presented at ASLO/AGU Ocean Sciences Meeting, Honolulu, HI, 11-15 Feb 2002)","year":2002,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":1,"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":"Oceanography; Circulation (fluid dynamics); Ocean current; Thermohaline circulation; Lagrangian; Geology; Climatology; Geography; Engineering","score_opus":0.02110749726638437,"score_gpt":0.17289600944766534,"score_spread":0.15178851218128098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104299813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968693,0.000157466,0.000005533229,0.00013026744,0.000031609296,0.00021841837,0.000042123025,0.000005949519,0.002539284],"genre_scores_gemma":[0.99974966,0.000040750954,0.000070126196,0.000008456553,0.000005444046,3.7724703e-8,0.000008618863,0.0000025021507,0.000114422655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869484,0.00010339104,0.00024858568,0.00021861057,0.00054576097,0.00018882043],"domain_scores_gemma":[0.9992014,0.00007386612,0.00036735283,0.00021399964,0.00010314257,0.000040206094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046410592,0.00011963213,0.0002624595,0.000055391567,0.00014497386,0.00000688451,0.00048514453,0.000055543696,0.0008226653],"category_scores_gemma":[0.000025660944,0.000078238656,0.00010169606,0.0003831493,0.00065607287,0.00021960521,0.00006541903,0.000072601244,0.00000661271],"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":[0.000033814857,0.00006927123,0.99116534,0.00012807238,0.000038839626,0.0000011341895,0.0062887855,0.00091030117,0.00040156985,7.507046e-7,0.000013339878,0.0009487966],"study_design_scores_gemma":[0.00041269133,0.00004603396,0.9934989,0.00010104642,0.00003842759,0.0000013412995,0.0032296649,0.0011376183,0.0013819498,0.000010512303,0.000057076424,0.0000846949],"about_ca_topic_score_codex":0.018389378,"about_ca_topic_score_gemma":0.041812688,"teacher_disagreement_score":0.02342331,"about_ca_system_score_codex":0.0000038911,"about_ca_system_score_gemma":0.000021398811,"threshold_uncertainty_score":0.98814726},"labels":[],"label_agreement":null},{"id":"W2122746524","doi":"10.5555/1838206.1838291","title":"Scalable mechanism design for the procurement of services with uncertain durations","year":2010,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Procurement; Computer science; Service provider; Incentive compatibility; Incentive; Scalability; Order (exchange); Mechanism design; Mathematical optimization; Service (business); Mechanism (biology); Information asymmetry; Risk analysis (engineering); Operations research; Microeconomics; Business; Database; Economics","score_opus":0.0639093910386806,"score_gpt":0.29246911467543246,"score_spread":0.22855972363675187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122746524","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25039756,0.000002592656,0.74669605,0.0012192145,0.000061019266,0.00070246676,0.00003361527,0.000019373038,0.00086811575],"genre_scores_gemma":[0.96665883,0.0000016323954,0.030601732,0.000023532059,0.000013961736,0.000007205011,0.0000027004457,0.0000044733324,0.0026859604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99900347,0.000052335352,0.00016974375,0.00025044367,0.00041032,0.00011368188],"domain_scores_gemma":[0.9980981,0.0005503162,0.00032963487,0.0005202493,0.00044881538,0.00005293329],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013570345,0.000077969315,0.00014433297,0.00008937381,0.00050259597,0.000024977167,0.0007531148,0.000054778196,0.0014767139],"category_scores_gemma":[0.00007189334,0.00005554324,0.000076416254,0.00037030622,0.0002527188,0.00020190253,0.000073469164,0.00010030965,0.000080604674],"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":[0.00083684525,0.0005948065,0.0050343783,0.00007950133,0.00026082405,0.0000014361871,0.030104777,0.008243258,0.081235215,0.8586106,0.001106896,0.013891466],"study_design_scores_gemma":[0.0027715343,0.00038861352,0.016344808,0.00007484756,0.0002492419,0.000013113569,0.19204237,0.03649412,0.12092864,0.5894751,0.0406578,0.00055980415],"about_ca_topic_score_codex":0.000118699114,"about_ca_topic_score_gemma":0.00024808792,"teacher_disagreement_score":0.71626127,"about_ca_system_score_codex":0.000009351253,"about_ca_system_score_gemma":0.000078723,"threshold_uncertainty_score":0.9994361},"labels":[],"label_agreement":null},{"id":"W2125322109","doi":"","title":"Anxiety and second/foreign language learning revisited","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":170,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Anxiety; Psychology; Linguistics; Foreign language anxiety; Cognitive psychology; Philosophy; Psychiatry","score_opus":0.01791016323795607,"score_gpt":0.18778993073034772,"score_spread":0.16987976749239164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125322109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8460634,0.0000929329,0.00013412928,0.000043408196,0.00003176694,0.00007141818,0.000009471088,0.00011458524,0.1534389],"genre_scores_gemma":[0.958162,0.000051348026,0.0003065132,0.000038377922,0.00007560853,1.2366851e-7,0.000018394474,0.000012632867,0.041335],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992445,0.00009369326,0.000097548895,0.00024068939,0.00014005975,0.0001835034],"domain_scores_gemma":[0.99953514,0.000045356777,0.00012411852,0.00016529902,0.000050622166,0.000079446836],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025260655,0.00011912181,0.00020784381,0.00011062798,0.00082303677,0.000024720586,0.00014959864,0.000056059485,0.011251664],"category_scores_gemma":[0.000033131582,0.00013717712,0.00008763772,0.000038123635,0.00033772655,0.00020117233,0.00011807588,0.0003949773,0.00019489927],"study_design_candidate":"qualitative","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":[0.00007552198,0.000078358215,0.12483726,0.00015632242,0.000121520185,0.00008580903,0.83505565,0.000033823035,0.00093638577,0.027883563,0.0014826247,0.009253139],"study_design_scores_gemma":[0.001616586,0.0001379716,0.060138118,0.00019230219,0.00006252733,0.00006356374,0.37357435,0.00071754,0.0001892553,0.00032297097,0.5623478,0.0006369805],"about_ca_topic_score_codex":0.0006300535,"about_ca_topic_score_gemma":0.000113626185,"teacher_disagreement_score":0.5608652,"about_ca_system_score_codex":0.000018712362,"about_ca_system_score_gemma":0.000017353308,"threshold_uncertainty_score":0.98965216},"labels":[],"label_agreement":null},{"id":"W2138080809","doi":"","title":"The new IPSL climate system model: IPSL-CM4","year":2005,"lang":"en","type":"preprint","venue":"ePrints Soton (University of Southampton)","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":191,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"NOAA Pacific Marine Environmental Laboratory; National Oceanic and Atmospheric Administration; Centre National de la Recherche Scientifique","keywords":"Climatology; Environmental science; Geology","score_opus":0.0078034753023506435,"score_gpt":0.17812112036924246,"score_spread":0.17031764506689182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138080809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7817663,0.00010299015,0.18152657,0.0009407022,0.0004214356,0.0008971845,0.00006229698,0.00025822053,0.034024313],"genre_scores_gemma":[0.94412565,0.00069958414,0.038325343,0.00008690807,0.00007869854,0.000002082753,0.000025471401,0.0000599876,0.016596276],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972782,0.00010303489,0.00038256682,0.0008607486,0.00073720847,0.00063823623],"domain_scores_gemma":[0.9977945,0.000059408238,0.0006108502,0.0011954266,0.000009453393,0.00033035746],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005344386,0.00045042016,0.00050899567,0.000016995287,0.0006419477,0.00004586345,0.0016310764,0.0004693789,0.0012895172],"category_scores_gemma":[0.000011616202,0.00045245522,0.00038356532,0.00013095148,0.0007793848,0.00029838906,0.005200762,0.00078753236,0.001555865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121418685,0.000095979216,0.010691266,0.00008780272,0.00011053853,0.000030007972,0.003832047,0.9698684,0.0001111404,0.0005164201,0.0020408074,0.012494126],"study_design_scores_gemma":[0.0013127432,0.00007593364,0.030348662,0.00032339344,0.00031363947,0.000028545104,0.018940756,0.92000884,0.000045075238,0.0016546145,0.0255064,0.0014414203],"about_ca_topic_score_codex":0.0021959457,"about_ca_topic_score_gemma":0.0003606061,"teacher_disagreement_score":0.16235937,"about_ca_system_score_codex":0.0010866426,"about_ca_system_score_gemma":0.000065954926,"threshold_uncertainty_score":0.9997927},"labels":[],"label_agreement":null},{"id":"W2145667139","doi":"","title":"Optimal Taxation in Infinitely-Lived Agent and Overlapping Generations Models: A Review","year":2001,"lang":"en","type":"review","venue":"ePrints Soton (University of Southampton)","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Economics; Consumption (sociology); Capital income; Zero (linguistics); Overlapping generations model; Capital (architecture); Tax rate; Microeconomics; Separable space; Optimal tax; Time preference; Monetary economics; International taxation; Tax reform; Public economics; Mathematics","score_opus":0.1426190438875686,"score_gpt":0.2589199325828914,"score_spread":0.11630088869532282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145667139","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022466483,0.9742122,0.0019800465,0.000114673676,0.00009444712,0.000751739,0.00023463124,0.000023465685,0.020342112],"genre_scores_gemma":[0.0009155488,0.9971748,0.0010159756,0.00006711441,0.00004398353,0.0000057864204,0.00011343042,0.000024046005,0.00063932646],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832827,0.000048857906,0.00072710915,0.00058630214,0.00003763686,0.000271835],"domain_scores_gemma":[0.9980989,0.000055412005,0.0013392471,0.00037775186,0.000021552785,0.0001071304],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00051627273,0.00028275905,0.0015715178,0.0005359308,0.000116512296,0.000024909135,0.0003202802,0.00027253432,0.0005953965],"category_scores_gemma":[0.00007143068,0.00039265503,0.00034802206,0.00036057233,0.00010775897,0.00034017413,0.00023509393,0.00032224559,0.0004043473],"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":[0.000050434177,0.00070105185,0.0041895597,0.083785854,0.001258594,0.000090942835,0.012504394,0.0016177509,5.3469205e-7,0.20912446,0.0030240586,0.68365234],"study_design_scores_gemma":[0.00068222603,0.00003427423,0.0011140017,0.01184974,0.00015817597,0.00001614817,0.0003414572,0.004934799,5.919423e-8,0.0088533405,0.9712218,0.0007939802],"about_ca_topic_score_codex":0.00086693524,"about_ca_topic_score_gemma":0.00008441347,"teacher_disagreement_score":0.96819776,"about_ca_system_score_codex":0.00022301936,"about_ca_system_score_gemma":0.000059432245,"threshold_uncertainty_score":0.99985254},"labels":[],"label_agreement":null},{"id":"W2148218783","doi":"10.5555/882452.874385","title":"Improving Compression Ratio, Area Overhead, and Test Application Time for System-on-a-Chip Test Data Compression/Decompression","year":2002,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"VLSI and Analog Circuit Testing","field":"Computer Science","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Compression ratio; Computer science; Huffman coding; Test compression; Data compression; Data compression ratio; Lossless compression; Golomb coding; Overhead (engineering); Test data; System on a chip; Algorithm; Computer hardware; Embedded system; Automatic test pattern generation; Image compression; Electronic circuit; Engineering; Artificial intelligence; Image processing","score_opus":0.03391430186975637,"score_gpt":0.2163484797465334,"score_spread":0.18243417787677702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148218783","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1338966,0.0000900596,0.8614982,0.00030124682,0.00012879565,0.0009744567,0.00023255173,0.0004216751,0.0024564064],"genre_scores_gemma":[0.9923502,0.000008563738,0.0070048487,0.00003505436,0.0000490825,0.0000026153618,0.00007487305,0.000014919803,0.00045980417],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998178,0.0000573267,0.0002532658,0.0008761762,0.0003284662,0.00030675408],"domain_scores_gemma":[0.9969153,0.0010650503,0.00041982526,0.0012930954,0.00012947951,0.00017725142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003534782,0.00022733302,0.0003411715,0.00015962544,0.00071068003,0.00008944682,0.0015352216,0.00012793689,0.00006730313],"category_scores_gemma":[0.00022566125,0.00024065957,0.00006909161,0.00021804316,0.00011661258,0.0007265467,0.0010910508,0.00019473948,0.00011260952],"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":[0.00003238491,0.0018774003,0.07649131,0.0013565561,0.00010170591,0.00004674655,0.007132576,0.0008659246,0.31168544,0.004416474,0.00820987,0.58778363],"study_design_scores_gemma":[0.0011138758,0.00010346715,0.008282586,0.00049355644,0.00002372972,0.000014470586,0.0004820456,0.98713017,0.0011790585,0.00008754673,0.00079598295,0.00029351364],"about_ca_topic_score_codex":0.00014163554,"about_ca_topic_score_gemma":0.000006938782,"teacher_disagreement_score":0.9862642,"about_ca_system_score_codex":0.000055974655,"about_ca_system_score_gemma":0.000025749485,"threshold_uncertainty_score":0.9813813},"labels":[],"label_agreement":null},{"id":"W2153275038","doi":"","title":"IUPAC Standard Definitions of Terms Relating to Mass Spectrometry","year":2003,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":18,"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":"Chemical nomenclature; Baton rouge; Library science; State (computer science); Kingdom; Political science; Chemistry; Law; Computer science; Geology; Programming language","score_opus":0.027549837601960364,"score_gpt":0.24486450990814634,"score_spread":0.21731467230618598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153275038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7433161,0.000008592874,0.0050982134,0.0001160342,0.000021340444,0.00007567697,0.00028127708,0.000047506215,0.25103524],"genre_scores_gemma":[0.9714833,0.00002079692,0.023356916,0.0000069707585,0.000015336982,5.029564e-7,0.000019632591,0.000017771586,0.005078753],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986347,0.000029662828,0.00019861308,0.0003400493,0.00045420602,0.00034280153],"domain_scores_gemma":[0.99879926,0.00009336074,0.00017310277,0.0005700892,0.0001448646,0.00021931653],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025198585,0.00015110461,0.00030267314,0.000136718,0.00016363952,0.000011883789,0.0004081816,0.00015546355,0.011186653],"category_scores_gemma":[0.00034788655,0.0002027959,0.00016365468,0.0003403392,0.00018020191,0.000095486335,0.00016893288,0.00035735103,0.00008129672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015410164,0.00019463905,0.12523156,0.0005115245,0.00023530188,0.00007789589,0.004243142,0.000094923584,0.8549729,0.013005345,0.0004867813,0.0007918734],"study_design_scores_gemma":[0.0023027833,0.00010659318,0.0044383886,0.0003550962,0.00008450405,0.000025158064,0.017473137,0.00006533649,0.9505225,0.014343194,0.009648357,0.0006349622],"about_ca_topic_score_codex":0.00010707254,"about_ca_topic_score_gemma":0.00002110686,"teacher_disagreement_score":0.24595648,"about_ca_system_score_codex":0.000185277,"about_ca_system_score_gemma":0.00012876185,"threshold_uncertainty_score":0.98971725},"labels":[],"label_agreement":null},{"id":"W2154880680","doi":"10.5555/789083.1022811","title":"Test Data Compression: The System Integrator's Perspective","year":2003,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"VLSI and Analog Circuit Testing","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Integrator; Computer science; Overhead (engineering); System on a chip; Test data; Bandwidth (computing); Embedded system; Perspective (graphical); Dissipation; Data compression; Telecommunications","score_opus":0.0348896075019095,"score_gpt":0.22041938029261274,"score_spread":0.18552977279070323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154880680","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08624424,0.00016217263,0.81555486,0.0008584179,0.0004422887,0.0004050038,0.000041611278,0.0004921565,0.09579924],"genre_scores_gemma":[0.99621755,0.0000051238094,0.003287049,0.0000221717,0.00002078625,1.9225406e-7,0.0000034141099,0.0000055773417,0.000438145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99873614,0.0001539256,0.000114949435,0.0005020592,0.0002711594,0.00022176404],"domain_scores_gemma":[0.9980031,0.0002659997,0.00016756568,0.0012818603,0.0001869975,0.000094466566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053333194,0.00013124305,0.00019122422,0.00007218911,0.00054799253,0.000054867734,0.0025587908,0.00005972481,0.0000797054],"category_scores_gemma":[0.00023183155,0.00011383594,0.00007213316,0.0003928174,0.0001765602,0.000445393,0.0008236395,0.0002775066,0.00016913046],"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":[0.0000044170315,0.0005215079,0.12679277,0.00015628767,0.00024173963,0.00027911106,0.044905182,0.00014270806,0.0027144616,0.78907704,0.0027504507,0.032414313],"study_design_scores_gemma":[0.0045876843,0.00039310136,0.08474687,0.0016361629,0.00024225302,0.00052858534,0.5899266,0.24930508,0.003756637,0.011932301,0.05052955,0.0024151425],"about_ca_topic_score_codex":0.0005273439,"about_ca_topic_score_gemma":0.00004103677,"teacher_disagreement_score":0.9099733,"about_ca_system_score_codex":0.00008783517,"about_ca_system_score_gemma":0.000108268236,"threshold_uncertainty_score":0.47549126},"labels":[],"label_agreement":null},{"id":"W2170708028","doi":"10.5555/944919.944952","title":"The set covering machine","year":2003,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Machine Learning and Algorithms","field":"Computer Science","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Generalization; Set (abstract data type); Artificial intelligence; Machine learning; Generalization error; Support vector machine; Function (biology); Upper and lower bounds; Data set; Online machine learning; Algorithm; Active learning (machine learning); Artificial neural network; Mathematics","score_opus":0.008750570278197119,"score_gpt":0.1916936409724109,"score_spread":0.18294307069421378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170708028","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2822849,0.00011084863,0.6824196,0.0011455612,0.00047509946,0.00016989563,0.0000073522033,0.00021272794,0.033174016],"genre_scores_gemma":[0.9822287,0.0000281901,0.013538582,0.000037112644,0.000011703247,1.5492178e-7,0.0000014075111,0.00000567531,0.004148448],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991003,0.00011123935,0.000085674576,0.00025848052,0.00022164153,0.000222619],"domain_scores_gemma":[0.9991441,0.00009879895,0.00010734475,0.00052275055,0.000045488443,0.00008153971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047760026,0.00009951978,0.00012387816,0.000052978474,0.0004903695,0.000047270187,0.00088250043,0.00004177491,0.00019925435],"category_scores_gemma":[0.000057254725,0.00009229253,0.00009078936,0.00022181707,0.000102595135,0.00017768866,0.0002875237,0.0002132876,0.00021537716],"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":[0.000080895334,0.00031332637,0.10931913,0.00010801907,0.0003631863,0.0001993287,0.03724388,0.0058677145,0.0012274096,0.5677016,0.0027912026,0.27478436],"study_design_scores_gemma":[0.0030223888,0.00020888065,0.062171124,0.00009486881,0.00003690099,0.00008879776,0.0062820003,0.2206274,0.0023205625,0.015348878,0.68871933,0.0010788555],"about_ca_topic_score_codex":0.00030714014,"about_ca_topic_score_gemma":0.000032819444,"teacher_disagreement_score":0.69994384,"about_ca_system_score_codex":0.000024274263,"about_ca_system_score_gemma":0.00004179872,"threshold_uncertainty_score":0.37715754},"labels":[],"label_agreement":null},{"id":"W2172109878","doi":"","title":"Charitable bequests and wealth at death in Great Britain","year":2012,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","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":"Economic and Social Research Council; University of Oxford","keywords":"Probate; Bequest; Beneficiary; Quarter (Canadian coin); Population; Economics; Demographic economics; Actuarial science; Geography; Demography; Sociology; Political science; Law; Finance","score_opus":0.02677709464787655,"score_gpt":0.25084325655226974,"score_spread":0.22406616190439319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172109878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97231644,0.00016077702,0.00025132796,0.00024995647,0.00013602174,0.00020670134,0.000020007985,0.000037535716,0.026621226],"genre_scores_gemma":[0.99319804,0.00042052937,0.0008855646,0.000044096636,0.00004010898,3.2504093e-7,0.000007086953,0.00000729271,0.0053969524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881905,0.00012516721,0.00010056136,0.00022814701,0.00024613136,0.00048092584],"domain_scores_gemma":[0.9993803,0.00005050022,0.000085936306,0.00017513668,0.000054303986,0.00025385924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074892025,0.00010479628,0.00020414311,0.00012413875,0.00038428672,0.00001309714,0.00023085983,0.0001463732,0.00050847564],"category_scores_gemma":[0.000035193094,0.00013902482,0.000048568607,0.00021851869,0.0002773677,0.00036903823,0.00021031644,0.00013458129,0.000089630135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000130387425,0.000054311018,0.92668384,0.00001787514,0.000009039361,0.000004696165,0.061537564,0.000002213014,0.000041301726,0.011065138,0.000056505407,0.0005144981],"study_design_scores_gemma":[0.00047461412,0.000015026684,0.9450568,0.000024688894,0.0000115910325,0.0000014233682,0.048062466,0.00005260796,0.0000074692425,0.00094690017,0.005191259,0.00015516521],"about_ca_topic_score_codex":0.0234684,"about_ca_topic_score_gemma":0.013126715,"teacher_disagreement_score":0.021224273,"about_ca_system_score_codex":0.00025079265,"about_ca_system_score_gemma":0.00009249508,"threshold_uncertainty_score":0.98303443},"labels":[],"label_agreement":null},{"id":"W2209309308","doi":"","title":"Prediction inaccuracies and uncertainties associated with common assumptions in modelling vibration from underground railways","year":2011,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Railway Engineering and Dynamics","field":"Engineering","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":"Vibration; Track (disk drive); Ground vibrations; Computer science; Structural engineering; Engineering; Numerical analysis; Mathematics; Mechanical engineering; Acoustics","score_opus":0.0290031165771799,"score_gpt":0.16336242489736652,"score_spread":0.1343593083201866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2209309308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7803432,0.000024600706,0.21814616,0.0000070245046,0.00004961841,0.00008086132,0.00006122489,0.00015797552,0.0011293846],"genre_scores_gemma":[0.99663275,0.00007700287,0.0031302304,0.0000016039187,0.0000060438483,6.3447084e-7,0.00007254762,0.000014458872,0.0000647102],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994797,0.000019205727,0.000109287794,0.00014911611,0.000107533306,0.00013517335],"domain_scores_gemma":[0.9996933,0.000049248967,0.000047199508,0.00013468243,0.000030574556,0.000045014553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008882824,0.00011708301,0.0001691922,0.0001501733,0.000077128905,0.00001315444,0.00008973999,0.00010856291,0.000052726704],"category_scores_gemma":[0.000006659237,0.00014478329,0.000026481252,0.00014991596,0.000080925405,0.00033086594,0.00003116056,0.00016651645,0.0000050946937],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005252898,0.000059632614,0.08623503,0.000040693096,0.00013097668,0.0000075520293,0.019119048,0.8924382,0.0003985194,0.001005519,0.000012395936,0.0004999273],"study_design_scores_gemma":[0.000488869,0.000029484045,0.2016928,0.00011513582,0.000028212704,9.4010545e-7,0.005251479,0.79087955,0.000084759486,0.0012616353,0.000014992013,0.00015214435],"about_ca_topic_score_codex":0.0012583319,"about_ca_topic_score_gemma":0.0014105845,"teacher_disagreement_score":0.21628962,"about_ca_system_score_codex":0.00009786148,"about_ca_system_score_gemma":0.000010857007,"threshold_uncertainty_score":0.5904091},"labels":[],"label_agreement":null},{"id":"W2215631426","doi":"","title":"RRS Discovery Cruise DY031, 28 May - 18 Jun 2015, Southampton to Liverpool. The 40th Anniversary Extended Ellett Line","year":2015,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Arctic and Russian Policy Studies","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":"Oceanography; Ocean gyre; Hydrography; Geology; Trough (economics); Water mass; Cruise; Bathymetry; Fishery; Subtropics","score_opus":0.05647614800946509,"score_gpt":0.30569205501149305,"score_spread":0.24921590700202795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2215631426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6550938,0.00035435057,0.0071264445,0.053747315,0.001098234,0.0017607745,0.000246737,0.00033876777,0.28023356],"genre_scores_gemma":[0.92073053,0.0002770894,0.00086686097,0.00041910127,0.0003163207,0.0000016417514,0.000008321867,0.00002270236,0.077357434],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972178,0.0003465517,0.00024521534,0.00060533884,0.00086766167,0.0007174458],"domain_scores_gemma":[0.9981592,0.00019206142,0.00028305195,0.0005589693,0.00025299008,0.0005537104],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010639965,0.000310185,0.0004735285,0.0002285912,0.0015771824,0.00006909841,0.0011720078,0.00021153256,0.00116355],"category_scores_gemma":[0.00024309252,0.00028516407,0.00029810864,0.0006010063,0.0016079291,0.0005907565,0.0007594902,0.00036920435,0.0011504004],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001041143,0.00056736235,0.02452035,0.000060207807,0.00059756974,0.00015717176,0.65438133,0.00022013356,0.0001136599,0.01691724,0.29585645,0.0055674035],"study_design_scores_gemma":[0.0017735208,0.00022406946,0.0342232,0.00012908287,0.00019300538,0.0000042119755,0.4222332,0.000082951694,0.00010383587,0.0033537452,0.5368986,0.0007805526],"about_ca_topic_score_codex":0.031645533,"about_ca_topic_score_gemma":0.004406878,"teacher_disagreement_score":0.2656367,"about_ca_system_score_codex":0.00028622878,"about_ca_system_score_gemma":0.0005378597,"threshold_uncertainty_score":0.99996006},"labels":[],"label_agreement":null},{"id":"W2222711134","doi":"","title":"Accounting For Catch In Internationally Managed Fisheries: What Role For State Responsibility?","year":2010,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":10,"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":"Business; Fishery; State (computer science); Accounting; Environmental resource management; Economics; Biology; Computer science","score_opus":0.00744410994002081,"score_gpt":0.19721586358339702,"score_spread":0.1897717536433762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2222711134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851685,0.000001041422,0.0066857617,0.00089866034,0.00014228818,0.0006734678,0.000022314149,0.000022800867,0.006385154],"genre_scores_gemma":[0.98419386,0.0000067155424,0.0069116056,0.000055790806,0.000009876146,0.0000055558526,0.0000165819,0.000008108664,0.008791876],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991848,0.000014896162,0.0001218693,0.00032331428,0.0001599036,0.00019522924],"domain_scores_gemma":[0.9995057,0.0000913489,0.00009977373,0.00023350026,0.000023811534,0.00004586613],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053733017,0.00009255663,0.00012661147,0.00007122848,0.00010562712,0.000035834284,0.0003679501,0.000033393273,0.0014995841],"category_scores_gemma":[0.0000660565,0.000114428905,0.00008378591,0.00011157776,0.00013164601,0.00060300814,0.0013388706,0.00010277767,0.000054262553],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017049602,0.000555882,0.3194946,0.00018474754,0.000081540755,0.000011420691,0.020386294,0.0006774497,0.020767279,0.0018839897,0.0014002835,0.63285154],"study_design_scores_gemma":[0.0033688997,0.00015372814,0.745268,0.00006021511,0.000032138203,0.0000012336227,0.028425934,0.007439093,0.0015432116,0.060020708,0.15315951,0.00052730483],"about_ca_topic_score_codex":0.0027271798,"about_ca_topic_score_gemma":0.023585377,"teacher_disagreement_score":0.6323243,"about_ca_system_score_codex":0.00007484152,"about_ca_system_score_gemma":0.000011430646,"threshold_uncertainty_score":0.9994132},"labels":[],"label_agreement":null},{"id":"W2228541099","doi":"","title":"Science and practice of salmonid spawning habitat remediation","year":2008,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"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":"Fish migration; Salmo; Fishery; Geography; Habitat; Trout; Oncorhynchus; Brown trout; Habitat destruction; Ecology; Extinction (optical mineralogy); Biology; Fish <Actinopterygii>","score_opus":0.014060428597350174,"score_gpt":0.19316469098473926,"score_spread":0.17910426238738908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2228541099","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04600759,0.000026400188,0.00026409974,0.00055319304,0.000102754406,0.0002945537,0.000011243532,0.000022940616,0.95271724],"genre_scores_gemma":[0.58956736,0.0036621578,0.015983012,0.00034277877,0.000039140235,7.7409277e-7,0.000016443697,0.000038787814,0.39034957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879235,0.000018918867,0.0001346238,0.00040593217,0.00048285854,0.0001653045],"domain_scores_gemma":[0.9990451,0.00013827793,0.0004334231,0.00024814007,0.000073775715,0.00006133404],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060101994,0.00014449419,0.0002536823,0.00018609194,0.00036868948,0.000004117353,0.0003172371,0.00012497025,0.0014235612],"category_scores_gemma":[0.0002322138,0.00018316077,0.00004857534,0.000106408246,0.0027447299,0.00041609854,0.0010673143,0.00016997634,0.00025712425],"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":[0.0019487884,0.0011080134,0.4993442,0.0011783483,0.0018816817,0.0008134186,0.12080441,0.00076473184,0.0048043686,0.12669215,0.19855073,0.04210918],"study_design_scores_gemma":[0.0012504571,0.0003801861,0.55161965,0.00021429968,0.0003712823,0.00003529937,0.0067293756,0.000099578545,0.00016138161,0.0040798956,0.4342249,0.00083369046],"about_ca_topic_score_codex":0.00016927492,"about_ca_topic_score_gemma":0.00035060124,"teacher_disagreement_score":0.5623677,"about_ca_system_score_codex":0.00014689025,"about_ca_system_score_gemma":0.000039690873,"threshold_uncertainty_score":0.99996924},"labels":[],"label_agreement":null},{"id":"W2235395439","doi":"","title":"Public perception of temperament in dogs may be influenced by working roles","year":2009,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","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":"Temperament; Psychology; Rating scale; Breed; German Shepherd Dog; Perception; HUBzero; Animal-assisted therapy; Animal welfare; Social psychology; Developmental psychology; Pet therapy; Medicine; Animal science; Personality; Surgery; Biology","score_opus":0.027423805062792104,"score_gpt":0.2783536034152705,"score_spread":0.25092979835247836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2235395439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959405,0.000037500184,0.00023263789,0.0005524318,0.000026453888,0.000114405666,0.0000093970475,0.00000937541,0.0030772858],"genre_scores_gemma":[0.9987646,0.000081627724,0.00040654212,0.00007815743,0.000013246659,4.1284943e-7,0.000025239691,0.0000046908144,0.0006255115],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992729,0.000043723652,0.00014457371,0.0002518647,0.00013673629,0.00015019439],"domain_scores_gemma":[0.99953383,0.000007507999,0.00013596108,0.00019081797,0.00008848317,0.000043378157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014033109,0.00010215061,0.00016807535,0.00010073325,0.00006818706,0.000008724694,0.00019072721,0.00010090372,0.00029439066],"category_scores_gemma":[0.000026968935,0.00012532683,0.00008499337,0.000095779134,0.00012100151,0.000014633539,0.00012557495,0.00009778066,0.000015654525],"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":[0.0001249145,0.00015884475,0.12353313,0.000009482136,0.000047264883,0.0000014187215,0.0026979195,0.000020624017,0.86932683,0.00008269838,0.0004451164,0.0035517565],"study_design_scores_gemma":[0.0019052878,0.0004976263,0.86859953,0.00013024508,0.000031045973,0.0000045814622,0.035829365,0.000052648553,0.06827552,0.00012359253,0.024087207,0.00046337582],"about_ca_topic_score_codex":0.0002003293,"about_ca_topic_score_gemma":0.00023533894,"teacher_disagreement_score":0.8010513,"about_ca_system_score_codex":0.000041919273,"about_ca_system_score_gemma":0.000022226879,"threshold_uncertainty_score":0.511068},"labels":[],"label_agreement":null},{"id":"W2238982213","doi":"","title":"A review of a fatigue failure with aircraft engine nacelle components","year":2013,"lang":"en","type":"review","venue":"ePrints Soton (University of Southampton)","topic":"Vehicle Noise and Vibration Control","field":"Engineering","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":"Bombardier (Canada)","funders":"","keywords":"Nacelle; Turboprop; Engineering; Turbojet; Turbine; Finite element method; Structural engineering; Gas turbines; Noise (video); Jet engine; Aero engine; Fatigue testing; Turbofan; Acoustics; Automotive engineering; Mechanical engineering; Computer science; Physics","score_opus":0.030618786553088178,"score_gpt":0.22617144920859272,"score_spread":0.19555266265550456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2238982213","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016640929,0.9873742,0.009488898,0.000036848553,0.00006678591,0.0013576453,0.00011904102,0.00013612268,0.0012540631],"genre_scores_gemma":[0.00030711226,0.9965116,0.0025910595,0.000013597358,0.000025294497,0.000006545576,0.00013672847,0.000050472576,0.00035764],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987084,0.00007966655,0.00039314124,0.00030770688,0.0002728021,0.00023823904],"domain_scores_gemma":[0.99873596,0.00006887989,0.00034440056,0.0005706718,0.00014458856,0.00013552129],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015899353,0.0003864362,0.0017378778,0.00022570591,0.00005616172,0.00000842165,0.0005150769,0.00024201194,0.0024989462],"category_scores_gemma":[0.000011521317,0.0003812059,0.0004418101,0.00035533032,0.000093202645,0.00017780077,0.00011427912,0.00037597353,0.00039831223],"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":[0.000014348399,0.00014695841,0.000040635558,0.38490453,0.0016212594,0.00002781807,0.0007687822,0.0003454017,0.000054307548,0.00008458816,0.008466446,0.6035249],"study_design_scores_gemma":[0.0005373251,0.00003399766,0.000011519604,0.082390994,0.00057788886,0.000009654843,0.0001433502,0.0007026714,0.000014483881,0.0000032996559,0.91517377,0.00040103536],"about_ca_topic_score_codex":0.00008883806,"about_ca_topic_score_gemma":0.000020556778,"teacher_disagreement_score":0.90670735,"about_ca_system_score_codex":0.00006702227,"about_ca_system_score_gemma":0.000088002496,"threshold_uncertainty_score":0.999864},"labels":[],"label_agreement":null},{"id":"W2243385784","doi":"","title":"Diskurse und Praxis der Alphabetisierung von Erwachsenen im frankophonen Kanada. [Discourses and practice of French adult literacy in francophone Canada].","year":2003,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":1,"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":"French; Ethnography; Praxis; Literacy; Sociology; Political science; Humanities; Anthropology; Pedagogy; Art","score_opus":0.007416314470172427,"score_gpt":0.2663932367160402,"score_spread":0.25897692224586777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2243385784","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23157392,0.012230949,0.002174016,0.00242569,0.0021076486,0.002226704,0.0006348118,0.0001053766,0.7465209],"genre_scores_gemma":[0.14741099,0.002340694,0.05580454,0.00034620732,0.00034662188,0.0000042103193,0.00019557473,0.00015222435,0.7933989],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956743,0.0012275936,0.00047098775,0.00081317563,0.001202403,0.00061150035],"domain_scores_gemma":[0.9957733,0.0015737684,0.0010962453,0.0006429379,0.00058195984,0.00033180288],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016765731,0.00043107546,0.000960767,0.00041709398,0.00038209293,0.000043621454,0.00076197204,0.00062306185,0.0021010272],"category_scores_gemma":[0.0020053138,0.0005655714,0.00016164742,0.0005836643,0.0012468403,0.0006182759,0.00025330455,0.0009965095,0.00002386333],"study_design_candidate":"not_applicable","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":[0.0006789961,0.0010739705,0.09114264,0.0022808139,0.0026860575,0.0024975422,0.6766841,0.00032942422,0.0005375546,0.006204593,0.07255498,0.14332934],"study_design_scores_gemma":[0.0033750308,0.00017583727,0.07216881,0.0022568344,0.00069765316,0.000017652237,0.107519746,0.00006774502,0.0001417064,0.0024974656,0.80909383,0.0019876875],"about_ca_topic_score_codex":0.9015624,"about_ca_topic_score_gemma":0.854329,"teacher_disagreement_score":0.7365388,"about_ca_system_score_codex":0.00073942984,"about_ca_system_score_gemma":0.0045157606,"threshold_uncertainty_score":0.99967957},"labels":[],"label_agreement":null},{"id":"W2247492990","doi":"","title":"Temporal studies of biogeochemical processes in the world’s oceans during the JGOFS era","year":2003,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biogeochemical cycle; Oceanography; Environmental science; Geology; Ecology; Biology","score_opus":0.018971663985145108,"score_gpt":0.21038968102215574,"score_spread":0.19141801703701064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2247492990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7222943,0.00061834895,0.000006652037,0.0006979852,0.000088698675,0.0005993264,0.00006087473,0.000018538669,0.2756153],"genre_scores_gemma":[0.8037264,0.0010875281,0.00037930044,0.00009015906,0.000027733635,0.0000011667083,0.000021274705,0.000030856987,0.19463558],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986529,0.000058455527,0.0002515351,0.00038204613,0.00042747226,0.00022760847],"domain_scores_gemma":[0.9989675,0.00013589389,0.0003732862,0.00044412073,0.00003134857,0.00004779775],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004101128,0.00025386378,0.00040514691,0.00010719554,0.00018703197,0.0000070937426,0.00073610997,0.00016450099,0.004000737],"category_scores_gemma":[0.000025479143,0.0001789936,0.00015671253,0.00022297777,0.0011271702,0.00008439141,0.00042086013,0.0005514388,0.00014805254],"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":[0.0017659192,0.0021875352,0.48721382,0.0059383437,0.0048648207,0.0010049817,0.43173683,0.0041910554,0.008742548,0.026135826,0.020151163,0.006067179],"study_design_scores_gemma":[0.007862122,0.0005247346,0.056580435,0.004315868,0.0015003787,0.0001293466,0.10788246,0.00014068623,0.008923586,0.1076028,0.69971836,0.0048192],"about_ca_topic_score_codex":0.00026464288,"about_ca_topic_score_gemma":0.0006682935,"teacher_disagreement_score":0.6795672,"about_ca_system_score_codex":0.00011027333,"about_ca_system_score_gemma":0.000026802563,"threshold_uncertainty_score":0.99690974},"labels":[],"label_agreement":null},{"id":"W2252320691","doi":"10.17895/ices.pub.19271756","title":"Extremes of temperature and salinity during the 1990s in the northern Rockall Trough: results from the “Ellett line”","year":2003,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":6,"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":"Trough (economics); Geology; Line (geometry); Climatology; Salinity; Oceanography; Geodesy; Geometry; Mathematics; Economics","score_opus":0.018676215113923353,"score_gpt":0.19536265344013187,"score_spread":0.1766864383262085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2252320691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99422246,0.00028661612,0.000004106698,0.0017919503,0.000046913032,0.00019836216,0.00010707262,0.000006466155,0.0033360643],"genre_scores_gemma":[0.9993725,0.00011211139,0.00007248577,0.000064000524,0.000015086479,1.07004745e-7,0.000027444601,0.0000014253199,0.00033487205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986377,0.00058812374,0.00014323721,0.0002306239,0.00019160261,0.000208708],"domain_scores_gemma":[0.99846375,0.0009786594,0.000112866604,0.00036691842,0.00004184606,0.00003598696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089546695,0.00010075427,0.0001741802,0.000040568,0.00040954494,0.0000111536665,0.00054511015,0.00012859543,0.000814627],"category_scores_gemma":[0.0001672661,0.00005904926,0.000062117775,0.00019729446,0.0005754791,0.00007166701,0.000045223125,0.00046291345,0.000056324687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020552117,0.000019029303,0.98778915,0.000008116213,0.000026510354,0.000017781509,0.011552886,0.00015657327,0.000025491896,0.000032261014,0.000031989624,0.00013468812],"study_design_scores_gemma":[0.0007308986,0.000027820437,0.9801611,0.000016426562,0.000013241143,0.000011893657,0.017694961,0.00008441696,0.00009823672,0.0005030252,0.000592778,0.00006523453],"about_ca_topic_score_codex":0.005950566,"about_ca_topic_score_gemma":0.064571865,"teacher_disagreement_score":0.0586213,"about_ca_system_score_codex":0.0000012016071,"about_ca_system_score_gemma":0.00004106013,"threshold_uncertainty_score":0.95249724},"labels":[],"label_agreement":null},{"id":"W2255242336","doi":"","title":"Faunal microdistributions and assemblage structure at two newly discovered hydrothermal vent fields on the East Scotia Ridge, Southern Ocean, determined by precision ROV videography","year":2011,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","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":"Hydrothermal vent; Ridge; Oceanography; Geology; Assemblage (archaeology); Videography; Nova scotia; Remotely operated underwater vehicle; Paleontology; Mid-ocean ridge; Hydrothermal circulation","score_opus":0.014601300776468885,"score_gpt":0.17922551418027882,"score_spread":0.16462421340380995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255242336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99413127,0.00014351658,0.0004904241,0.00026285372,0.000108938395,0.0002187462,0.002119531,0.000021235062,0.0025034684],"genre_scores_gemma":[0.99919045,0.000017778508,0.00013057383,0.000072646835,0.000016001812,6.836408e-8,0.00013770701,0.0000028043323,0.0004319843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999032,0.000118169104,0.00012474727,0.0003115338,0.00017789223,0.00023561274],"domain_scores_gemma":[0.99937606,0.000095949974,0.00014261677,0.00024470824,0.00003492484,0.00010572324],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013419527,0.00016711502,0.00019232623,0.00006576362,0.0005693004,0.000015020451,0.00029349333,0.00010437872,0.0040770317],"category_scores_gemma":[0.000018488987,0.0001363183,0.00011408411,0.00011907476,0.00043074923,0.00010924655,0.000072986695,0.00018931381,0.00012375158],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002874657,0.000034863802,0.99132544,0.000008497345,0.000082734696,0.000007694884,0.0055653015,0.00005081588,0.00029027645,0.000052815103,0.0011547257,0.0011393736],"study_design_scores_gemma":[0.0008380405,0.00013632863,0.9908618,0.000036049078,0.000054127988,0.000010476859,0.0053460132,0.00056739146,0.0004872363,0.00044972362,0.0009958284,0.00021703284],"about_ca_topic_score_codex":0.0042223674,"about_ca_topic_score_gemma":0.03148117,"teacher_disagreement_score":0.027258802,"about_ca_system_score_codex":0.000008133544,"about_ca_system_score_gemma":0.000014881821,"threshold_uncertainty_score":0.9968334},"labels":[],"label_agreement":null},{"id":"W2264589047","doi":"","title":"Safety and effectiveness of home-based pulmonary rehabilitation in COPD","year":2009,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"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":"Medicine; COPD; Pulmonary rehabilitation; Pulmonary disease; Rehabilitation; Physical therapy; Intensive care medicine; Internal medicine","score_opus":0.007928934438063445,"score_gpt":0.23916829561468148,"score_spread":0.23123936117661803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264589047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955064,0.00012488678,0.0005824473,0.00045330144,0.000024120542,0.0008085608,0.00004291037,0.000025131332,0.002432255],"genre_scores_gemma":[0.9988693,0.000022231186,0.0009183684,0.000012437265,0.000007697446,6.85066e-7,0.00003887895,0.000009251716,0.00012115633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986276,0.00022813097,0.00018596691,0.0003847233,0.00035107843,0.00022251318],"domain_scores_gemma":[0.99885345,0.0003544755,0.000108785,0.0003513108,0.00017493193,0.00015706818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061649043,0.00013827985,0.0004402512,0.00037503836,0.00006190427,0.000002797784,0.00013614618,0.000112697344,0.00035377467],"category_scores_gemma":[0.00010630328,0.00016852212,0.0001245243,0.0004053039,0.00044653288,0.00014325441,0.00008259834,0.0002114193,0.000015369167],"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":[0.0086387,0.0009957083,0.95099145,0.0019125101,0.000050857925,0.00015438245,0.0012719947,0.00015753238,0.012248327,0.0008438402,0.000008247376,0.022726437],"study_design_scores_gemma":[0.0038727066,0.00027212597,0.99004567,0.0005253437,0.00003640552,0.0000062933073,0.0020729292,0.0013456877,0.00066962425,0.00093178375,0.00009355439,0.00012785308],"about_ca_topic_score_codex":0.0003127367,"about_ca_topic_score_gemma":0.000020235415,"teacher_disagreement_score":0.03905423,"about_ca_system_score_codex":0.0003020121,"about_ca_system_score_gemma":0.00020379573,"threshold_uncertainty_score":0.68721324},"labels":[],"label_agreement":null},{"id":"W2265771091","doi":"","title":"Making it happen with Angie Butler","year":2013,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Cultural Industries and Urban Development","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":"Studio; Jury; Art history; Performance art; Sociology; History; Art; Media studies; Visual arts; Political science; Law","score_opus":0.08232236225009867,"score_gpt":0.2530765814602354,"score_spread":0.1707542192101367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265771091","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029257291,0.00003797819,0.00012968772,0.0031618038,0.00013702163,0.0005070957,0.000029424797,0.00007157077,0.9929997],"genre_scores_gemma":[0.024213064,0.0001095861,0.0009042798,0.00008046465,0.00009441625,4.5017143e-7,0.000023058266,0.000022228827,0.97455245],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851173,0.00002290232,0.00015235008,0.00041525267,0.000563669,0.00033409364],"domain_scores_gemma":[0.99893427,0.000036497026,0.00034066153,0.0002860452,0.00024335131,0.00015918602],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020461994,0.00025321197,0.00037929573,0.000114685485,0.00056519295,0.00005617894,0.00057146774,0.00043966153,0.07418433],"category_scores_gemma":[0.000011981285,0.00026227228,0.00015837884,0.000068800786,0.0006647574,0.00021979038,0.000283447,0.00038414428,0.0021179894],"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":[0.00021698521,0.00009366854,0.0038156777,0.00014793132,0.0011480957,0.00026248067,0.10336811,0.000016536645,0.00002258209,0.22100964,0.5972092,0.072689064],"study_design_scores_gemma":[0.00024741463,0.000024744819,0.0008056985,0.00034431097,0.00005469192,0.0000015455911,0.019887129,0.0000018814637,0.0000044879166,0.0012428627,0.9770058,0.00037946814],"about_ca_topic_score_codex":0.004580889,"about_ca_topic_score_gemma":0.004572679,"teacher_disagreement_score":0.37979653,"about_ca_system_score_codex":0.00026241803,"about_ca_system_score_gemma":0.00031008708,"threshold_uncertainty_score":0.99998295},"labels":[],"label_agreement":null},{"id":"W2268988513","doi":"","title":"The behaviour of Mg and Li isotopes during the dissolution and precipitation of silicate minerals (abstract of paper presented at: 18th Annual V. M. Goldschmidt Conference Vancouver, Canada, July 2008)","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","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":"Silicate; Dissolution; Precipitation; Geochemistry; Silicate minerals; Mineralogy; Geology; Chemistry; Geography; Meteorology","score_opus":0.007754445654607749,"score_gpt":0.16291552552355917,"score_spread":0.15516107986895142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268988513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982531,0.000115335344,0.0000092524615,0.00009779313,0.00005171728,0.00017437691,0.00028896055,0.000004047264,0.0010054371],"genre_scores_gemma":[0.99743503,0.0001636541,0.00004511056,0.00000323056,0.0000071729473,1.6372071e-7,0.000021133847,0.0000016764212,0.0023228538],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992431,0.000035558674,0.00017775947,0.00016861492,0.00022972943,0.00014528321],"domain_scores_gemma":[0.999294,0.000090311114,0.0002526299,0.00018085519,0.00012799907,0.00005422222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013946717,0.000093924195,0.0001746128,0.000026501872,0.00024052868,0.000004610106,0.00020186488,0.00005005335,0.0002109135],"category_scores_gemma":[0.000021411488,0.000072659794,0.000038394104,0.00007488488,0.00050333055,0.0001960066,0.000067325236,0.00008472897,0.0000012307728],"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":[0.00024946572,0.00003182711,0.9794909,0.000111422225,0.000046755587,0.000004472043,0.004769226,0.00018683387,0.013553702,0.000007853161,0.00077936566,0.0007682057],"study_design_scores_gemma":[0.000359845,0.000031017957,0.98869395,0.000028009796,0.0000201736,0.0000054229863,0.0037279415,0.00020784549,0.0062578423,0.000027517182,0.00056593464,0.00007448923],"about_ca_topic_score_codex":0.27021095,"about_ca_topic_score_gemma":0.36491168,"teacher_disagreement_score":0.09470073,"about_ca_system_score_codex":0.000007393176,"about_ca_system_score_gemma":0.000076282086,"threshold_uncertainty_score":0.73464876},"labels":[],"label_agreement":null},{"id":"W2270900997","doi":"","title":"Quaternary weathering rates and marine geochemical budgets (abstract of paper presented at: 18th Annual V. M. Goldschmidt Conference Vancouver, Canada, July 2008)","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","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":"Quaternary; Weathering; Geology; Oceanography; Physical geography; Geochemistry; Geography; Paleontology","score_opus":0.01316496060809019,"score_gpt":0.18836411337560824,"score_spread":0.17519915276751805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2270900997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905301,0.000105599895,0.000008103008,0.00016620342,0.00011427641,0.0001238058,0.00018164996,0.000013893143,0.008756424],"genre_scores_gemma":[0.9949887,0.00018548124,0.00023170274,0.000018445313,0.0000096270105,9.5540436e-8,0.000062421226,0.0000025008758,0.0045010755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890125,0.00006788666,0.00015769871,0.00030555148,0.000243403,0.0003242067],"domain_scores_gemma":[0.9992165,0.00016863542,0.00012812171,0.00020211903,0.0001111151,0.0001735362],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014869092,0.00014156458,0.00030216292,0.0000712105,0.00022339028,0.0000025014078,0.00030163612,0.00014097703,0.008977095],"category_scores_gemma":[0.000031767933,0.0001512874,0.000049355673,0.0000927863,0.0006968354,0.00017219235,0.00016450245,0.00025012816,0.000074513286],"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":[0.0002920356,0.000026999262,0.9959144,0.00004886569,0.000057467776,0.00021010613,0.00095125934,0.000053830816,0.00020015113,0.0000045606384,0.0020112274,0.0002290685],"study_design_scores_gemma":[0.00061936636,0.00005143808,0.99447453,0.000020234955,0.000011909738,0.00006126517,0.001183996,0.0005118721,0.00077898597,0.000070980626,0.0020697117,0.00014571157],"about_ca_topic_score_codex":0.33266172,"about_ca_topic_score_gemma":0.68702066,"teacher_disagreement_score":0.35435894,"about_ca_system_score_codex":0.000005033665,"about_ca_system_score_gemma":0.00019521982,"threshold_uncertainty_score":0.9919288},"labels":[],"label_agreement":null},{"id":"W2279902613","doi":"","title":"Sprachliche Variation und Hybridität im frankophonen Kanada: La littérature acadienne im Spannungsfeld von sprachlicher Norm und sozialer Identität [Variety and hybridity in Canadian French: Acadien literature between linguistic norm and social identity]","year":2005,"lang":"de","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Canadian Identity and History","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":"Humanities; Sociology; Political science; Philosophy","score_opus":0.01196924451620299,"score_gpt":0.21896551874901626,"score_spread":0.20699627423281328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279902613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8199746,0.024322787,0.00023060545,0.006380064,0.003551326,0.0032986018,0.009817304,0.00020768946,0.13221699],"genre_scores_gemma":[0.94368714,0.008052264,0.0003303172,0.00022538909,0.002826942,0.0000029338719,0.00077369495,0.00011787751,0.04398347],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99486405,0.0003524921,0.0007711403,0.0016124052,0.0010983382,0.0013015838],"domain_scores_gemma":[0.9961983,0.00030074484,0.0010568971,0.00058815914,0.00055298535,0.0013028953],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.0021298472,0.0008440129,0.0013717704,0.0021242003,0.0033481836,0.0008695252,0.0011386478,0.002540245,0.002197687],"category_scores_gemma":[0.00034218872,0.0013258716,0.00044408385,0.00075411785,0.0030283728,0.0019374049,0.0005909434,0.0031021393,0.00034751822],"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":[0.0003969669,0.00043123763,0.09874228,0.0018913687,0.004444204,0.002623023,0.65061647,0.000022313856,0.00011350027,0.21189213,0.0075246,0.021301905],"study_design_scores_gemma":[0.0014956088,0.000058941434,0.36237517,0.00044239892,0.0013590018,0.000010633356,0.0034049877,0.000032884036,0.0000019361044,0.0054711136,0.6240001,0.0013472447],"about_ca_topic_score_codex":0.9543333,"about_ca_topic_score_gemma":0.99537885,"teacher_disagreement_score":0.6472115,"about_ca_system_score_codex":0.0028941515,"about_ca_system_score_gemma":0.0025555342,"threshold_uncertainty_score":0.9996848},"labels":[],"label_agreement":null},{"id":"W2294340811","doi":"","title":"Trace element and rare earth element geochemistry of tourmalinites and related rocks and ores from the Sullivan Deposit and vicinity, southeastern British Columbia and northwestern Montana","year":2001,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":1,"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":"Rare-earth element; Trace element; Geology; Geochemistry; Rare earth; TRACE (psycholinguistics); Earth (classical element); Earth science; Archaeology; Geography; Philosophy","score_opus":0.008694388323415238,"score_gpt":0.17749943659956202,"score_spread":0.16880504827614679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294340811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790931,0.0031594355,0.000027498902,0.000061094084,0.000012412738,0.00020630354,0.0008613514,0.000026393272,0.016552461],"genre_scores_gemma":[0.9700022,0.0027279297,0.00014713334,0.000012470255,0.000040483937,8.442687e-7,0.00017256441,0.000033153152,0.026863243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983113,0.000021511392,0.00037454188,0.0007371636,0.0003025837,0.00025291299],"domain_scores_gemma":[0.99864346,0.00016778486,0.0005633229,0.0003160505,0.00010249341,0.00020687561],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015895064,0.00034746688,0.0005834138,0.000028829421,0.00040084045,0.00015216669,0.00021034824,0.00037222635,0.0019136795],"category_scores_gemma":[0.000012396923,0.00047821348,0.000073060124,0.000028550745,0.00063799403,0.00014814567,0.0005106003,0.00048721622,7.8759155e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002548354,0.00008263755,0.9525398,0.0015864706,0.0010284319,0.00021536717,0.00937381,0.0000021086948,0.0069738966,0.000009684232,0.0000629562,0.02787002],"study_design_scores_gemma":[0.02667241,0.00061603455,0.7244515,0.019423524,0.006303471,0.0020390674,0.13343593,0.0012533439,0.03963212,0.0097303465,0.029619807,0.006822461],"about_ca_topic_score_codex":0.01175895,"about_ca_topic_score_gemma":0.0139661245,"teacher_disagreement_score":0.2280883,"about_ca_system_score_codex":0.00002264494,"about_ca_system_score_gemma":0.000036784404,"threshold_uncertainty_score":0.99976695},"labels":[],"label_agreement":null},{"id":"W2297320325","doi":"","title":"How can we synthesise qualitative and quantitative evidence for policy makers and managers?","year":2005,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Evaluation and Performance Assessment","field":"Decision 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":"Management science; Narrative; Quantitative analysis (chemistry); Qualitative research; Thematic analysis; Computer science; Knowledge management; Data science; Sociology; Social science; Engineering","score_opus":0.34134984535436164,"score_gpt":0.48487900802344763,"score_spread":0.143529162669086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297320325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9063357,0.00017798843,0.021897422,0.0697497,0.000048100774,0.0005284093,0.00007015353,0.000022486513,0.0011700594],"genre_scores_gemma":[0.97264457,0.00027455168,0.020324316,0.00013150995,0.000020568234,0.0000017971678,0.0000017086097,0.0000058158007,0.0065951417],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983279,0.00024120446,0.00018290376,0.00043955073,0.0006135082,0.0001949006],"domain_scores_gemma":[0.996744,0.0022176357,0.00030307783,0.00028434288,0.00030863806,0.00014229995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023188272,0.00013065971,0.00027680333,0.00037562434,0.00027848437,0.00010725099,0.00031937557,0.00006143825,0.00026471537],"category_scores_gemma":[0.0014399019,0.00012762276,0.00008361554,0.00033486474,0.00047191512,0.0008127645,0.00017509777,0.00008309439,0.00004322291],"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":[0.0009396193,0.00013552276,0.016745575,0.00017247502,0.00022846503,0.0000066935713,0.50613105,0.00018655558,0.0011838346,0.10592186,0.0018947934,0.36645356],"study_design_scores_gemma":[0.0020682926,0.00030736142,0.065464966,0.00026631847,0.00008546353,0.0000053496433,0.8583422,0.013104945,0.00066259294,0.032725673,0.026477499,0.0004893734],"about_ca_topic_score_codex":0.00031750088,"about_ca_topic_score_gemma":0.0008302224,"teacher_disagreement_score":0.36596417,"about_ca_system_score_codex":0.00008266741,"about_ca_system_score_gemma":0.00014921314,"threshold_uncertainty_score":0.5204305},"labels":[],"label_agreement":null},{"id":"W2300287057","doi":"","title":"Investigation of Thallium isotope fractionation during sorption to Mn oxides (abstract of paper presented at: 18th Annual V. M. Goldschmidt Conference Vancouver, Canada, July 2008)","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Thallium and Germanium Studies","field":"Environmental Science","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":"Thallium; Sorption; Fractionation; Isotope; Environmental chemistry; Chemistry; Radiochemistry; Environmental science; Inorganic chemistry; Physical chemistry; Physics; Nuclear physics; Adsorption; Chromatography","score_opus":0.013528687811964542,"score_gpt":0.17581737885954346,"score_spread":0.16228869104757893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300287057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961246,0.000009633769,0.00017246987,0.00021552345,0.00013636355,0.00025291523,0.0001408591,0.00001869217,0.0029289355],"genre_scores_gemma":[0.9950604,0.000044180004,0.0004102564,0.000020179952,0.000012691299,0.000001049029,0.000017244876,0.000007427948,0.004426572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869376,0.000039982995,0.0002326533,0.000305113,0.0005348371,0.00019362032],"domain_scores_gemma":[0.9991554,0.000044547865,0.00034616256,0.00022790433,0.000108916145,0.00011704367],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011569058,0.00014389389,0.00024030195,0.0000754532,0.00022745504,0.0000021043222,0.0002413422,0.000080447404,0.001772027],"category_scores_gemma":[0.00002877607,0.00017451568,0.000068443944,0.00020975989,0.00032055128,0.0004738512,0.00031715684,0.00010999739,0.00007847244],"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":[0.00043294346,0.00016481835,0.5937321,0.00016135458,0.00012483931,0.000025588595,0.020897347,0.00423026,0.35709345,0.00006600089,0.02278369,0.00028758062],"study_design_scores_gemma":[0.000433078,0.000033620276,0.9464269,0.00003643777,0.000017212,0.0000027714098,0.0030069095,0.000041440853,0.04773021,0.00005684705,0.0020569866,0.0001575752],"about_ca_topic_score_codex":0.19912495,"about_ca_topic_score_gemma":0.32176283,"teacher_disagreement_score":0.35269478,"about_ca_system_score_codex":0.0002541335,"about_ca_system_score_gemma":0.00007931535,"threshold_uncertainty_score":0.9991405},"labels":[],"label_agreement":null},{"id":"W2360178017","doi":"","title":"The development of accounting profession in Brazil (1946","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","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":"Portuguese; Empire; Politics; Government (linguistics); Political science; Accounting; Economy; Economic history; Sociology; Law; History; Economics","score_opus":0.014587875879071052,"score_gpt":0.19558680410627827,"score_spread":0.1809989282272072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2360178017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884677,0.000014366622,0.0013643538,0.00041526541,0.00014605702,0.00020337221,5.810433e-7,0.000041983523,0.0093463035],"genre_scores_gemma":[0.9976048,0.000008914326,0.00121037,0.00006993281,0.000060434304,5.38136e-7,0.000009290365,0.000012063796,0.0010236908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895537,0.00001060436,0.000259135,0.00021226912,0.0003556291,0.00020698647],"domain_scores_gemma":[0.9991522,0.000045942717,0.0003849516,0.00020876677,0.00019972984,0.000008398843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005521872,0.0001151279,0.0001723377,0.00022883154,0.00061339646,0.00002081542,0.00045317612,0.00005762681,0.00026512524],"category_scores_gemma":[0.00008278254,0.00010984427,0.0000517349,0.00056403666,0.00014530151,0.0005105009,0.0005569456,0.00012172416,0.00023560946],"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":[0.000079425874,0.00015917381,0.9816586,0.00019940527,0.0000414757,0.00000864857,0.004076808,0.00010937111,0.00048609186,0.004877813,0.0009789162,0.0073243],"study_design_scores_gemma":[0.0007230456,0.0000028363534,0.9608935,0.00013988954,0.000014322279,5.9087745e-7,0.011148679,0.0006647133,0.00023923343,0.00056394073,0.025417272,0.0001919391],"about_ca_topic_score_codex":0.00038845968,"about_ca_topic_score_gemma":0.00039117996,"teacher_disagreement_score":0.024438355,"about_ca_system_score_codex":0.0000445447,"about_ca_system_score_gemma":0.00006438737,"threshold_uncertainty_score":0.47178116},"labels":[],"label_agreement":null},{"id":"W2498187872","doi":"","title":"Open Access Archivangelist: the last interview?","year":2016,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Hungarian Social, Economic and Educational Studies","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":"Sociology; Media studies; Categorization; Library science; Epistemology; Philosophy; Computer science","score_opus":0.13349950877139083,"score_gpt":0.3534542076999984,"score_spread":0.21995469892860758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2498187872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48529503,0.00003581365,0.0016267989,0.044783637,0.000471713,0.00047413775,0.000047336438,0.000039389903,0.46722615],"genre_scores_gemma":[0.97762644,0.00017251635,0.00015394454,0.00018470605,0.00013292357,0.0000014808153,0.000001604655,0.0000051154716,0.02172128],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915075,0.00019148961,0.00009914162,0.00021136635,0.00014171794,0.00020551332],"domain_scores_gemma":[0.9992413,0.00023351223,0.0001523819,0.00020807433,0.00007790609,0.000086858374],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008652097,0.00007287313,0.00016087886,0.000038605263,0.0010117637,0.0000968079,0.0022825054,0.000043368527,0.0055149775],"category_scores_gemma":[0.00012728666,0.00005692065,0.0000922945,0.0001239065,0.0009242685,0.000565532,0.0014199957,0.000068873785,0.00073621114],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073331765,0.00021775303,0.20825203,0.000023248846,0.00031767052,0.0000039847077,0.3072015,0.0000013430129,0.0000643373,0.23890762,0.07360814,0.17132904],"study_design_scores_gemma":[0.0003312328,0.0000076884435,0.29262567,0.000048490783,0.00001567267,1.987025e-7,0.08913835,5.6854356e-7,0.000014820823,0.016052876,0.6016393,0.00012515021],"about_ca_topic_score_codex":0.007832604,"about_ca_topic_score_gemma":0.010474327,"teacher_disagreement_score":0.5280312,"about_ca_system_score_codex":0.00013020083,"about_ca_system_score_gemma":0.0002298384,"threshold_uncertainty_score":0.99877435},"labels":[],"label_agreement":null},{"id":"W2525637609","doi":"","title":"Proceedings of the Ocean Drilling Program, Scientific Results. Vol. 205. Fluid flow and subduction fluxes across the Costa Rica convergent margin: implications for the seismogenic zone and subduction factory. Covering Leg 205 of the cruises of the drilling vessel \"Joides Resolution\", Victoria, Canada, to Balboa, Panama, Sites 1253-1255, 2 September-6 November 2002","year":2006,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Hermeneutics and Narrative Identity","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":"Subduction; Geology; Margin (machine learning); Seismology; Drilling; Factory (object-oriented programming); Tectonics; Engineering; Computer science","score_opus":0.01951342995609047,"score_gpt":0.2046177332767218,"score_spread":0.18510430332063132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525637609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889166,0.00029012738,0.000058650166,0.001170973,0.0012867557,0.0026518106,0.0029052242,0.000020065354,0.0026998403],"genre_scores_gemma":[0.88936406,0.00009519331,0.000043437514,0.000022494192,0.00021907779,0.000010482721,0.000049238675,0.000030699062,0.11016529],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806327,0.000060481307,0.0005085952,0.0005144533,0.0005261164,0.00032706166],"domain_scores_gemma":[0.9967435,0.00020557649,0.0009979303,0.00055954885,0.0014270834,0.00006633837],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006800418,0.00030266948,0.00041783732,0.00008964731,0.0027952679,0.00016229883,0.0007095325,0.00013675007,0.00014074626],"category_scores_gemma":[0.00009472832,0.00019317081,0.0002727123,0.00022832926,0.0019940946,0.00022900249,0.00052277214,0.00026719086,0.0000010042216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092191447,0.00081845804,0.092817076,0.003491985,0.002936224,7.910706e-7,0.1608889,0.0065236976,0.0237975,0.03068265,0.6745636,0.002557229],"study_design_scores_gemma":[0.00091447996,0.00008473929,0.13968451,0.00055677694,0.00055517844,0.0000032017986,0.015994817,0.0014019469,0.0035264886,0.00071216497,0.83609897,0.0004667367],"about_ca_topic_score_codex":0.03992089,"about_ca_topic_score_gemma":0.24406652,"teacher_disagreement_score":0.20414564,"about_ca_system_score_codex":0.00026288096,"about_ca_system_score_gemma":0.0003791382,"threshold_uncertainty_score":0.99850297},"labels":[],"label_agreement":null},{"id":"W2531852521","doi":"10.4231/d3f18sf97","title":"CYCLIC BEHAVIOR OF DEEP SLENDER WIDE-FLANGE STEEL BEAM-COLUMNS UNDER COMBINED LATERAL DRIFT AND AXIAL LOAD","year":2014,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Structural Load-Bearing Analysis","field":"Engineering","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":"Flange; Beam (structure); Structural engineering; Materials science; Engineering","score_opus":0.006769434114207096,"score_gpt":0.17456677215028388,"score_spread":0.16779733803607677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531852521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99563575,0.000021238504,0.0015233329,0.000034506065,0.00012669044,0.00016145366,0.000017751068,0.0001297876,0.0023494936],"genre_scores_gemma":[0.99862754,0.000007891463,0.0009423387,0.000015763351,0.000018271316,6.676585e-7,0.000013985665,0.000023519908,0.00035001928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998949,0.0000360963,0.0001872192,0.00028398752,0.0002822623,0.00026144076],"domain_scores_gemma":[0.999247,0.00006328926,0.000100174206,0.00037662048,0.000080801765,0.00013210048],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013470031,0.00019740238,0.00040534264,0.00014212573,0.00010696443,0.000015980491,0.00027847578,0.00016006571,0.0005510265],"category_scores_gemma":[0.000014953183,0.000247308,0.0001535403,0.00016201119,0.00023646757,0.00017036097,0.00017020424,0.00020760714,0.000048279075],"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":[0.0004149308,0.0003466644,0.6381063,0.0007810639,0.0020244939,0.00005916973,0.026268302,0.013695051,0.29840186,0.0074289977,0.0002686616,0.012204517],"study_design_scores_gemma":[0.002427818,0.0000952074,0.96793985,0.00005523434,0.00038637692,0.000006807822,0.0020770454,0.0065722982,0.018777294,0.00067939307,0.0004505455,0.0005321338],"about_ca_topic_score_codex":0.0019797012,"about_ca_topic_score_gemma":0.00073102163,"teacher_disagreement_score":0.32983357,"about_ca_system_score_codex":0.000083372186,"about_ca_system_score_gemma":0.0000114484355,"threshold_uncertainty_score":0.9999979},"labels":[],"label_agreement":null},{"id":"W2550481035","doi":"","title":"Tracking Holocene climate change using peat bog stable isotopes","year":2007,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":17,"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":"Peat; Holocene; Bog; Climate change; Physical geography; Sphagnum; Environmental science; Stable isotope ratio; Geology; Hydrology (agriculture); Geography; Archaeology; Oceanography","score_opus":0.031202136066343554,"score_gpt":0.23003208814758228,"score_spread":0.19882995208123871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550481035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809823,0.000014841666,0.0029593606,0.00008472344,0.00009321886,0.00019573058,0.000018139197,0.00004550049,0.015606166],"genre_scores_gemma":[0.9969606,0.000054150536,0.0024873302,0.00007044337,0.00003684322,2.0711225e-7,0.00000945033,0.000011102857,0.00036986807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877936,0.00003093414,0.00013637147,0.0003462548,0.00020645252,0.000500624],"domain_scores_gemma":[0.9994245,0.000033620236,0.00014433988,0.00024456458,0.000014689415,0.00013825264],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053491717,0.00013936649,0.00022812642,0.000084483254,0.0003071583,0.0000117330765,0.00031027407,0.00011845812,0.0045218705],"category_scores_gemma":[0.0000097157035,0.00016174372,0.00009193055,0.0002041651,0.00023016903,0.0003576577,0.00044812626,0.0001375156,0.0003418721],"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":[0.000096589436,0.00011438438,0.9803836,0.000017768358,0.00001680651,0.00008122225,0.003974602,0.00008841387,0.0036451858,0.00008057711,0.00007252765,0.011428342],"study_design_scores_gemma":[0.00085770525,0.00006166819,0.9897581,0.000031436746,0.000030464915,0.000016756374,0.0029933064,0.0008925169,0.001515735,0.00013256373,0.0034503967,0.0002593729],"about_ca_topic_score_codex":0.0023809744,"about_ca_topic_score_gemma":0.00073192106,"teacher_disagreement_score":0.015978284,"about_ca_system_score_codex":0.00014022859,"about_ca_system_score_gemma":0.0000070047563,"threshold_uncertainty_score":0.99638814},"labels":[],"label_agreement":null},{"id":"W2560401727","doi":"","title":"Combined controlled source electromagnetic, reflection seismic and borehole study at the shallow-water edge of gas hydrate stability offshore Vancouver Island, IODP Expedition Site U1329","year":2011,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Methane Hydrates and Related Phenomena","field":"Environmental 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":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Geology; Clathrate hydrate; Borehole; Drilling; Scientific drilling; Submarine pipeline; Well logging; Hydrate; Petrology; Geomorphology; Seismology; Mineralogy; Geophysics; Paleontology; Geotechnical engineering","score_opus":0.012178897157888826,"score_gpt":0.17999703201713163,"score_spread":0.1678181348592428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560401727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99045175,0.000015239921,0.00045719868,0.000057514382,0.00010762463,0.00094018725,0.000014275776,0.00002746755,0.00792874],"genre_scores_gemma":[0.9960104,0.000018839228,0.000091313115,0.000022355556,0.000010629899,0.000003415839,0.0000137695815,0.000013117802,0.0038161513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839765,0.00028149932,0.000261046,0.0004506161,0.000315904,0.00029326917],"domain_scores_gemma":[0.99914384,0.000052299616,0.00024280805,0.0004241456,0.000034735553,0.00010217654],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064199866,0.00020054115,0.0003884033,0.000059281465,0.00032589948,0.000008120555,0.00024504642,0.00011214094,0.011830714],"category_scores_gemma":[0.000011138923,0.00014984192,0.00012175629,0.00015738241,0.0004966384,0.00017590041,0.0004265152,0.00021885696,0.00015986274],"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":[0.008215838,0.0021997679,0.49783778,0.00007437544,0.0004536694,0.000024485891,0.20084079,0.0006397774,0.28741205,0.000016004135,0.0009295342,0.0013559316],"study_design_scores_gemma":[0.047305953,0.0072177313,0.7175549,0.0001012765,0.0013172443,0.000018211496,0.09074325,0.025338894,0.100829996,0.004397862,0.0033238283,0.0018508144],"about_ca_topic_score_codex":0.0024784287,"about_ca_topic_score_gemma":0.004462206,"teacher_disagreement_score":0.21971716,"about_ca_system_score_codex":0.000113060836,"about_ca_system_score_gemma":0.000009386557,"threshold_uncertainty_score":0.9890726},"labels":[],"label_agreement":null},{"id":"W2561145192","doi":"","title":"Rethinking Roman perceptions of coastal landscapes : a case-study of the Levant","year":2016,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":2,"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":"Humanities Research Group, University of Windsor; University of Cyprus; Directorate for Mathematical and Physical Sciences; Aarhus Universitet; University of Windsor; Technion-Israel Institute of Technology; University of Haifa","keywords":"Seascape; Geography; Context (archaeology); Perception; Archaeology; Geospatial analysis; Field (mathematics); Representation (politics); Historical geography; Politics; Cartography; History; Human geography; Epistemology; Ecology","score_opus":0.018115094461859455,"score_gpt":0.20717962708573182,"score_spread":0.18906453262387235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561145192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95506155,0.000008706925,0.000009459028,0.000041757623,0.00023800295,0.00033780374,0.00020581442,0.000016082331,0.044080816],"genre_scores_gemma":[0.9661694,0.000010277896,0.000025877274,0.000003638776,0.000047670164,9.334717e-7,0.000052869487,0.0000141157225,0.033675186],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989932,0.00010885529,0.00023559305,0.00025002638,0.00026295029,0.00014937739],"domain_scores_gemma":[0.99884975,0.0000587703,0.0004579152,0.00036494393,0.00023283246,0.000035813016],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014065915,0.00016771005,0.0003881015,0.00016972283,0.0004184411,0.0000064396822,0.00039453473,0.00011613638,0.006746035],"category_scores_gemma":[0.00001358795,0.00013922743,0.00023911019,0.000043279477,0.00037791012,0.00007120973,0.0003105312,0.00021896383,0.000021433832],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019895686,0.00042313003,0.014351379,0.00024520344,0.00028915092,0.00008752705,0.9731029,0.0000022179986,0.00048071812,0.0067411987,0.0001241481,0.0039534345],"study_design_scores_gemma":[0.0010179355,0.0003334318,0.020579524,0.00035425246,0.000236608,0.000031766787,0.97268826,0.000014633359,0.00010680879,0.0023827383,0.0019993044,0.00025471146],"about_ca_topic_score_codex":0.017147616,"about_ca_topic_score_gemma":0.2740803,"teacher_disagreement_score":0.25693268,"about_ca_system_score_codex":0.000012162415,"about_ca_system_score_gemma":0.00007580618,"threshold_uncertainty_score":0.9941619},"labels":[],"label_agreement":null},{"id":"W2565144262","doi":"10.5258/soton/404084","title":"Mapped core device settings","year":2016,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"Digital Accessibility for Disabilities","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":"Android (operating system); Core (optical fiber); World Wide Web; Mobile device; Computer science; Operating system; Telecommunications","score_opus":0.036696315921077596,"score_gpt":0.2861797646244712,"score_spread":0.24948344870339362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565144262","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039650466,0.000020698224,0.000015239776,0.0007950718,0.0003900331,0.00056236034,0.9313133,0.00012871996,0.027124116],"genre_scores_gemma":[0.034565195,0.0003029955,0.00041317308,0.0002967015,0.00048207762,0.000003963192,0.9209095,0.00006080328,0.042965587],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973529,0.00014866692,0.000292314,0.00074228534,0.0008858838,0.000577974],"domain_scores_gemma":[0.99760634,0.00031373353,0.0005595231,0.00093719224,0.0002938947,0.0002893395],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00086955645,0.00032165172,0.00058708776,0.00021970944,0.0005868852,0.00008291715,0.0020334253,0.000532485,0.01320166],"category_scores_gemma":[0.0005287486,0.00036021645,0.00037854532,0.00032480387,0.0023045135,0.0007138132,0.0008621724,0.000347605,0.0024071077],"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":[0.000069332586,0.00014355438,0.0014220119,0.0002916393,0.000084854,0.000013379067,0.0064180675,1.3710921e-7,0.0000046617056,0.00066633476,0.98878676,0.0020992665],"study_design_scores_gemma":[0.00034040702,0.00002513547,0.0008757079,0.00028645,0.00006453601,4.7021538e-7,0.028866038,3.251952e-7,0.000006003549,0.0042381412,0.96489394,0.00040286174],"about_ca_topic_score_codex":0.01452518,"about_ca_topic_score_gemma":0.011799626,"teacher_disagreement_score":0.023892837,"about_ca_system_score_codex":0.00036214798,"about_ca_system_score_gemma":0.0005168122,"threshold_uncertainty_score":0.99988496},"labels":[],"label_agreement":null},{"id":"W2569152399","doi":"","title":"Seismic Design Criteria for Steel Moment Resisting Frames for Collapse Risk Mitigation","year":2015,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":1,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Structural engineering; Progressive collapse; Slab; Framing (construction); Moment (physics); Nonlinear system; Seismic loading; Seismic analysis; Failure mode and effects analysis; Seismic risk; Geotechnical engineering; Geology; Engineering; Reinforced concrete; Seismology; Physics","score_opus":0.03325578286877872,"score_gpt":0.23287448358052848,"score_spread":0.19961870071174975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2569152399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52767307,0.00002414813,0.47154626,0.000058036003,0.00008713263,0.0002789994,0.00007172807,0.000070086826,0.0001905273],"genre_scores_gemma":[0.95867246,0.000031249117,0.040452812,0.000018013066,0.000052562475,0.000006231171,0.00004113561,0.000018362442,0.00070719287],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927807,0.00002525457,0.00014649935,0.00019720943,0.00013579537,0.00021719425],"domain_scores_gemma":[0.99935603,0.0000858541,0.000102868646,0.00020260284,0.00015003739,0.00010260309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044927848,0.00012736913,0.00023297174,0.00014514214,0.0001724446,0.000017836159,0.00018617483,0.0000908716,0.00007268464],"category_scores_gemma":[0.000050662424,0.00016255774,0.00013288562,0.00014943435,0.000049573235,0.00019642206,0.000037531307,0.000072749826,0.0000277251],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010230379,0.00020012261,0.01507365,0.0010024185,0.0012818895,0.000006678932,0.03907531,0.85198563,0.0104324585,0.0003118835,0.039040454,0.040566433],"study_design_scores_gemma":[0.0017017709,0.00008463265,0.002618184,0.000057983147,0.00016601902,7.354366e-7,0.01107023,0.96720105,0.005076194,0.0013484074,0.010412259,0.00026253262],"about_ca_topic_score_codex":0.00009962966,"about_ca_topic_score_gemma":0.000010890347,"teacher_disagreement_score":0.43109345,"about_ca_system_score_codex":0.000120340184,"about_ca_system_score_gemma":0.000040861116,"threshold_uncertainty_score":0.66289127},"labels":[],"label_agreement":null},{"id":"W2580461169","doi":"","title":"Full-Scale Cyclic Testing of Deep Slender Wide-Flange Steel Beam-Columns under Unidirectional and Bidirectional Lateral Drift Demands","year":2017,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Flange; Structural engineering; Beam (structure); Moment of inertia; Moment (physics); Buckling; Materials science; Engineering; Physics","score_opus":0.014053718644412589,"score_gpt":0.19408130286511927,"score_spread":0.18002758422070667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580461169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936831,0.00004033616,0.0012981285,0.000058765025,0.00017964124,0.00008823257,0.000025380368,0.00012560847,0.004500794],"genre_scores_gemma":[0.9956459,0.0000145854365,0.0035249253,0.0000051943607,0.000039710023,5.0992867e-7,0.00000981237,0.000019245104,0.0007401438],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904984,0.000022184006,0.00016718109,0.00028572808,0.00024923595,0.0002258166],"domain_scores_gemma":[0.9991501,0.000102576356,0.00016568898,0.00036079108,0.00011024396,0.00011058621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014277599,0.00017232251,0.00030884522,0.00019427681,0.00041313333,0.000032930977,0.00029027823,0.00013428941,0.00041606577],"category_scores_gemma":[0.000049528477,0.00021734723,0.00012474891,0.000120750046,0.000266278,0.0002724552,0.00019858805,0.00020811136,0.000021533384],"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":[0.00008836968,0.000050528666,0.89801556,0.00017358846,0.0007430721,0.000013367025,0.0027700919,0.014030381,0.07958504,0.00016638264,0.00009056191,0.0042730663],"study_design_scores_gemma":[0.0005817966,0.000028658313,0.9807568,0.000053397285,0.000102687336,0.000016154767,0.00083655945,0.010474775,0.0063661435,0.00036179041,0.0001813763,0.00023986315],"about_ca_topic_score_codex":0.0012641535,"about_ca_topic_score_gemma":0.0009387998,"teacher_disagreement_score":0.082741246,"about_ca_system_score_codex":0.000074817726,"about_ca_system_score_gemma":0.000018687018,"threshold_uncertainty_score":0.8863163},"labels":[],"label_agreement":null},{"id":"W2582191904","doi":"","title":"Non-linear Bayesian inversion of controlled source electromagnetic data offshore Vancouver Island, Canada, and in the German North Sea","year":2014,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","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":"German; Submarine pipeline; Inversion (geology); Oceanography; Bayesian probability; Geography; Geology; Seismology; Computer science; Archaeology; Artificial intelligence","score_opus":0.007145311588317712,"score_gpt":0.19183211841301215,"score_spread":0.18468680682469443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582191904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948633,0.000058390684,0.0002281049,0.00010202314,0.00014957892,0.00040588665,0.00021510401,0.000014684935,0.003962947],"genre_scores_gemma":[0.99508065,0.00007900453,0.00025694488,0.00016611961,0.00002240799,1.4581315e-7,0.001828848,0.00000594623,0.002559957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985741,0.000121103956,0.00023242061,0.0004035513,0.0004334416,0.00023541333],"domain_scores_gemma":[0.99877244,0.00013102143,0.0003643755,0.0005682561,0.00008681323,0.00007706487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004039442,0.00020939903,0.0005026429,0.00019850921,0.00014968148,0.000010618183,0.0009317296,0.0001469318,0.00069097424],"category_scores_gemma":[0.000035541794,0.00018774324,0.00006473251,0.00023015718,0.0001316611,0.00013394942,0.000052372823,0.00035961607,0.000009839497],"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":[0.0025286297,0.0000994795,0.8292297,0.00071354426,0.00020754003,0.000064651475,0.014652098,0.00017415796,0.00004766161,0.000004688431,0.11988504,0.032392826],"study_design_scores_gemma":[0.0055224057,0.00034819587,0.56296486,0.00042098825,0.00035737475,0.0000066462994,0.02154877,0.38357595,0.00024135369,0.0001906989,0.023963107,0.0008596837],"about_ca_topic_score_codex":0.75909895,"about_ca_topic_score_gemma":0.9585146,"teacher_disagreement_score":0.38340178,"about_ca_system_score_codex":0.000013814888,"about_ca_system_score_gemma":0.0003126365,"threshold_uncertainty_score":0.76559466},"labels":[],"label_agreement":null},{"id":"W2593828096","doi":"","title":"Review: \"John Hellman, The Knight-Monks of Vichy France. Uriage 1940-1945, 2nd ed. (Liverpool U.P.; McGill-Queen’s U. P.1997)\"","year":2016,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Historical Studies and Socio-cultural Analysis","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":"Queen (butterfly); Knight; History; Art; Ancient history","score_opus":0.011430060065089183,"score_gpt":0.1827232924284635,"score_spread":0.17129323236337432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593828096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81424534,0.00960963,0.0005787105,0.111409985,0.001436903,0.002217599,0.0016002398,0.00032759653,0.058573984],"genre_scores_gemma":[0.78832793,0.041809466,0.0001435748,0.00090075727,0.0003255249,0.000005914962,0.000023456603,0.000034357363,0.16842903],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984718,0.00011557844,0.00032454854,0.0003846703,0.00039052253,0.0003129057],"domain_scores_gemma":[0.99853706,0.00013235022,0.0004104116,0.00046552296,0.0003391538,0.00011547768],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027473917,0.00024531066,0.0006319966,0.000066366905,0.0021846595,0.00001175957,0.00062550476,0.00009106573,0.015792243],"category_scores_gemma":[0.00004752013,0.00015330712,0.00057789194,0.00011868538,0.0009214294,0.00022882177,0.00031495863,0.00018551342,0.000656016],"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":[0.0003511781,0.0010960915,0.0041247807,0.002283751,0.0035161427,0.00007623194,0.33368322,0.000010259267,0.0010563252,0.09070635,0.51902246,0.04407322],"study_design_scores_gemma":[0.00050773064,0.0000617484,0.0005170008,0.00047494887,0.00026080883,5.1623306e-7,0.0067704613,0.0000038410644,0.000067151464,0.0007112878,0.99035686,0.0002676337],"about_ca_topic_score_codex":0.0033702848,"about_ca_topic_score_gemma":0.00077343266,"teacher_disagreement_score":0.47133443,"about_ca_system_score_codex":0.00030200687,"about_ca_system_score_gemma":0.000017349143,"threshold_uncertainty_score":0.99911433},"labels":[],"label_agreement":null},{"id":"W2596406313","doi":"","title":"The Triassic-Jurassic faunal and floral transition in the Fundy Basin, Nova Scotia (Field Trip A7: The Triassic-Jurassic faunal and floral transition in the Fundy Basin, Nova Scotia. Geological Association of Canada, Mineralogical Association of Canada, Canadian Society of Petroleum Geologists, Canadian Society of Soil Sciences, 2005 Joint Meeting, Halifax, NS)","year":2005,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Hermeneutics and Narrative Identity","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":"Nova scotia; Paleontology; Geology; Structural basin; Geography; Oceanography","score_opus":0.023269508287815287,"score_gpt":0.19523513599774367,"score_spread":0.17196562770992838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596406313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93708414,0.00024165056,0.00004108485,0.04368725,0.0004597731,0.0011919466,0.0021680677,0.000008680472,0.015117393],"genre_scores_gemma":[0.99255365,0.00013719007,0.000032797863,0.00085365115,0.00021425568,0.0000024598642,0.00016604386,0.000015461237,0.0060244896],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99542433,0.00084899575,0.0009991005,0.00054365676,0.0013494628,0.00083443354],"domain_scores_gemma":[0.99683875,0.000715324,0.0014601671,0.00033079972,0.000457452,0.00019751134],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0061770366,0.00043986086,0.0010174135,0.00023723026,0.0010885011,0.000105492494,0.0007373813,0.0005525252,0.00076300366],"category_scores_gemma":[0.00012827537,0.00031578363,0.00045902055,0.00027540128,0.0013661784,0.00025020863,0.00007084143,0.0010792385,8.902431e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007946402,0.0008014734,0.21722616,0.00089671696,0.0020301747,0.000059462433,0.12659033,0.003084783,0.00021598065,0.019394463,0.6263351,0.0025707132],"study_design_scores_gemma":[0.0049935514,0.0005845822,0.8806717,0.0006043973,0.00069288176,0.000010669677,0.07810539,0.005305324,0.00009646541,0.0016147268,0.026334248,0.0009860699],"about_ca_topic_score_codex":0.99735814,"about_ca_topic_score_gemma":0.9999614,"teacher_disagreement_score":0.66344553,"about_ca_system_score_codex":0.0024183106,"about_ca_system_score_gemma":0.006061703,"threshold_uncertainty_score":0.9999294},"labels":[],"label_agreement":null},{"id":"W2598831150","doi":"","title":"Jews and the big city. Explorations on an urban state of mind","year":2008,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Jewish and Middle Eastern Studies","field":"Social Sciences","cited_by":1,"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":"Judaism; Civilization; History; Jewish studies; Sociology; Geography; Archaeology","score_opus":0.05756917593088528,"score_gpt":0.23533701612322958,"score_spread":0.1777678401923443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598831150","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2628343,0.00060584437,0.00018525509,0.0005007125,0.00023180599,0.00066536444,0.00019687912,0.000030641957,0.7347492],"genre_scores_gemma":[0.60903066,0.0019878563,0.00012459561,0.000031645723,0.000101678794,5.569424e-7,0.0000146187485,0.000015708514,0.38869265],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885,0.00008728609,0.0001637257,0.00031048147,0.00040533856,0.00018315647],"domain_scores_gemma":[0.9989311,0.00011794503,0.00035359964,0.00031585933,0.0001668361,0.00011465762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035138914,0.00017949332,0.0004114491,0.00015299009,0.000645335,0.0000141591445,0.00035616563,0.00013804612,0.00019596104],"category_scores_gemma":[0.00003272068,0.00017419813,0.00015966987,0.000053927208,0.0024538736,0.00013282921,0.00018454847,0.00022338446,0.000081478494],"study_design_candidate":"qualitative","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":[0.0005964398,0.00019314478,0.009771462,0.000068559835,0.0006572395,0.000044751814,0.56188047,0.0000072795756,0.000013715242,0.22306122,0.00092090754,0.20278479],"study_design_scores_gemma":[0.0056325025,0.00047821325,0.01343761,0.0006739308,0.0004653782,0.0000044933795,0.18490593,0.000022986678,0.000071636874,0.05466329,0.7382535,0.001390566],"about_ca_topic_score_codex":0.0013427398,"about_ca_topic_score_gemma":0.006977992,"teacher_disagreement_score":0.7373326,"about_ca_system_score_codex":0.00004063651,"about_ca_system_score_gemma":0.00013411113,"threshold_uncertainty_score":0.90413994},"labels":[],"label_agreement":null},{"id":"W2599921150","doi":"","title":"The marine carbon cycle of the Arctic Ocean: Some thoughts about the controls on air-sea CO2 exchanges and responses to ocean acidification","year":2010,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":2,"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":"Arctic sea ice decline; Sea ice; Arctic geoengineering; Oceanography; Arctic ice pack; Environmental science; Arctic; Biogeochemical cycle; Carbon cycle; Ice-albedo feedback; Climatology; Cryosphere; Global warming; Climate change; Drift ice; Ecosystem; Geology; Ecology","score_opus":0.007919679912628501,"score_gpt":0.18716377511661486,"score_spread":0.17924409520398635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599921150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923233,0.000019144432,0.000020180194,0.0059522605,0.0002543799,0.0003736937,0.00006390814,0.000015138981,0.0009780157],"genre_scores_gemma":[0.9983844,0.00008219416,0.000108039705,0.00018642431,0.00007310864,1.1800472e-7,0.000008016591,0.000003889834,0.0011538136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998994,0.00014331925,0.00012828464,0.00022530461,0.00029270095,0.00021637259],"domain_scores_gemma":[0.9986007,0.00057199964,0.00018412847,0.0004806345,0.00007492448,0.00008759011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059367146,0.00012436893,0.00016268996,0.000048202648,0.00061219913,0.000019489024,0.0005562998,0.000070311806,0.0001171237],"category_scores_gemma":[0.00015188965,0.00007513145,0.00007571741,0.00014778832,0.0006130168,0.00009127913,0.00012283298,0.00028011738,0.000019019686],"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":[0.00072782364,0.00004179526,0.98048234,0.00003535374,0.00006445983,0.0000034029686,0.0071929735,0.00027813631,0.0003043143,0.0013462813,0.00006522471,0.009457867],"study_design_scores_gemma":[0.0003403822,0.000081205704,0.9876375,0.000027474558,0.00003592247,0.0000055384753,0.0050414577,0.0026072708,0.00019665787,0.0018749319,0.0020484005,0.000103240716],"about_ca_topic_score_codex":0.0030697456,"about_ca_topic_score_gemma":0.003941602,"teacher_disagreement_score":0.009354626,"about_ca_system_score_codex":0.000007410968,"about_ca_system_score_gemma":0.000047428384,"threshold_uncertainty_score":0.47086024},"labels":[],"label_agreement":null},{"id":"W2605992730","doi":"","title":"A goal-oriented understanding of the right to health care and its implications for future health rights litigation","year":2016,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Public Health in Brazil","field":"Social Sciences","cited_by":1,"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":"Right to health; Health care; Political science; Humanities; Relevance (law); Human rights; Law; Law and economics; Sociology; Philosophy","score_opus":0.030178977775234334,"score_gpt":0.30730157887502524,"score_spread":0.2771226010997909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605992730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6592888,0.00014525851,0.033048656,0.29938382,0.00050402427,0.002740598,0.0006635343,0.00008306819,0.0041422467],"genre_scores_gemma":[0.9976754,0.000055772463,0.0014201574,0.00030946877,0.00006755556,0.0000028516604,0.0000059726667,0.0000056149443,0.00045717103],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878097,0.00020495027,0.0001859309,0.00026471878,0.00023126556,0.00033218123],"domain_scores_gemma":[0.99872875,0.00014564472,0.00032531633,0.00024450332,0.00023431725,0.00032147666],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007366722,0.00008133148,0.00020281874,0.00011183496,0.0015913341,0.000008535033,0.0003134841,0.000085991414,0.00009106536],"category_scores_gemma":[0.0000935891,0.000066175555,0.000069570015,0.0003932865,0.00024699632,0.00020385523,0.000103426246,0.00006890669,0.000006096072],"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":[0.0000372783,0.000042329688,0.007968558,0.00017246115,0.000022602588,8.611788e-8,0.20396249,8.491659e-7,0.00010833369,0.77854633,0.0021032498,0.0070354603],"study_design_scores_gemma":[0.0025267953,0.00034483665,0.2335265,0.00068219047,0.000022963042,0.0000013684321,0.24310075,0.000015459813,0.00033266834,0.03867581,0.4803714,0.00039928185],"about_ca_topic_score_codex":0.0022856146,"about_ca_topic_score_gemma":0.0091296565,"teacher_disagreement_score":0.7398705,"about_ca_system_score_codex":0.0008661158,"about_ca_system_score_gemma":0.000859247,"threshold_uncertainty_score":0.9997085},"labels":[],"label_agreement":null},{"id":"W2606300956","doi":"","title":"Interview with Ian Dawson","year":2016,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Art History and Market Analysis","field":"Arts and Humanities","cited_by":1,"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":"Sculpture; Cornish; Studio; Originality; Art; Performance art; Art history; Sociology; Visual arts; History; Anthropology; Archaeology","score_opus":0.02828854078905278,"score_gpt":0.15859980457508552,"score_spread":0.13031126378603275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606300956","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002696877,0.000100727004,0.0005547297,0.00047878618,0.00016460953,0.00016684688,0.00012546277,0.00007244736,0.9980667],"genre_scores_gemma":[0.029249491,0.000092406815,0.00009863753,0.00007289868,0.00014531943,2.4610873e-7,0.000030464522,0.000034998237,0.9702755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895877,0.000029641375,0.0001654504,0.00040517663,0.00025612276,0.00018485401],"domain_scores_gemma":[0.9988315,0.000023357667,0.00038047266,0.0004886932,0.00016636575,0.00010962063],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018031601,0.00029067206,0.0005318405,0.0002514441,0.00036427227,0.000018833507,0.00042675278,0.0001444606,0.124456696],"category_scores_gemma":[0.0000030239858,0.0002613372,0.00037006236,0.000010464306,0.00089052116,0.0002053923,0.0002020053,0.00023108529,0.0022760497],"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":[0.00027589127,0.000066125154,0.00005994438,0.0003247456,0.0013185191,0.00012713183,0.07050422,3.2439337e-7,0.000007506687,0.85082394,0.016478691,0.060012978],"study_design_scores_gemma":[0.00033692154,0.00009142703,0.0000124970875,0.0005569951,0.0003069534,0.0000018040175,0.0045577222,0.0000020208258,0.0000017745614,0.0033231108,0.99045175,0.00035699568],"about_ca_topic_score_codex":0.00005565257,"about_ca_topic_score_gemma":0.002309908,"teacher_disagreement_score":0.9739731,"about_ca_system_score_codex":0.000099302386,"about_ca_system_score_gemma":0.00006154282,"threshold_uncertainty_score":0.9999839},"labels":[],"label_agreement":null},{"id":"W2608562432","doi":"","title":"Long-term interactions of climate and disturbance in the boreal forest of Alaska-Yukon","year":2004,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","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":"Disturbance (geology); Taiga; Term (time); Boreal; Environmental science; Climate change; Climatology; Geography; Physical geography; Ecology; Forestry; Geology; Oceanography","score_opus":0.02172921386678628,"score_gpt":0.22031730943263236,"score_spread":0.19858809556584608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608562432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947034,0.000054614586,0.00004472731,0.00017181288,0.000050992174,0.00012437343,0.00055889814,0.0000044987237,0.004286676],"genre_scores_gemma":[0.999337,0.0003415647,0.00006820677,0.000014818044,0.00001014121,6.335657e-8,0.00019990327,0.0000014396771,0.000026857066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99945796,0.000027521488,0.00011787617,0.00013633701,0.00012512384,0.00013518668],"domain_scores_gemma":[0.9995707,0.00007290516,0.00013286472,0.00016049945,0.000026578084,0.00003645038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014667564,0.000073048905,0.00015872646,0.00008055041,0.00006896077,0.000005940162,0.00020107877,0.000037013342,0.0007266303],"category_scores_gemma":[0.00000711613,0.000065126966,0.000054357686,0.00014273208,0.00022828653,0.00016325145,0.000035119676,0.00009740399,0.000017569708],"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":[0.00007263079,0.00004207045,0.98881465,0.00006635918,0.000008221369,0.000010555239,0.008781189,0.000088006665,0.00004848863,0.000067673835,0.0000052186115,0.0019949616],"study_design_scores_gemma":[0.00045723902,0.000053733944,0.9936504,0.00008994611,0.000013289879,0.0000074728523,0.005301504,0.00007290707,0.00007169182,0.00017946372,0.000041539006,0.00006082028],"about_ca_topic_score_codex":0.011381281,"about_ca_topic_score_gemma":0.09451297,"teacher_disagreement_score":0.083131686,"about_ca_system_score_codex":0.00000474807,"about_ca_system_score_gemma":0.000015187855,"threshold_uncertainty_score":0.995202},"labels":[],"label_agreement":null},{"id":"W2609077149","doi":"","title":"Proceedings of the ODP, Scientific Results, Vol. 169. Sedimented Ridges II: covering Leg 169 of the cruises of the Drilling Vessel \"Joides Resolution\", Victoria, British Columbia, to San Diego, California, Sites 856-858/1035-1038, 21 Aug-16 Oct 1996","year":2000,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":1,"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":"Archaeology; Drilling; Geology; Oceanography; Cartography; Geography; Engineering; Mechanical engineering","score_opus":0.011003511587734039,"score_gpt":0.16789377475195352,"score_spread":0.15689026316421947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609077149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9542784,0.0003052171,0.000012933587,0.00014982997,0.0005941406,0.0008629324,0.0046459194,0.000034362158,0.039116263],"genre_scores_gemma":[0.90411156,0.00009736558,0.0002169047,0.000034572244,0.0000751901,7.919242e-7,0.00017664323,0.000009927197,0.09527702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729997,0.00007560244,0.000652586,0.00058445294,0.00097633124,0.00041103686],"domain_scores_gemma":[0.99723834,0.00021184032,0.0011328001,0.0005359092,0.000750293,0.0001308389],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00075640477,0.00027564866,0.0006112601,0.00015162148,0.0016246869,0.0001391338,0.0017403087,0.00029616366,0.0045289956],"category_scores_gemma":[0.00029922865,0.00024468524,0.0004145259,0.00086775224,0.0015470408,0.000321067,0.00051429856,0.00039456715,0.00004247066],"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":[0.000496679,0.00031939344,0.8220241,0.0019982834,0.0004982971,0.0000033627862,0.013986915,0.0070956885,0.0008179974,0.00023995133,0.14804646,0.0044728676],"study_design_scores_gemma":[0.0011168256,0.0002532371,0.6214719,0.003089779,0.00032782523,0.000012574077,0.006084207,0.0005005851,0.0019891458,0.0024467672,0.3619882,0.0007189803],"about_ca_topic_score_codex":0.031458393,"about_ca_topic_score_gemma":0.043763906,"teacher_disagreement_score":0.21394172,"about_ca_system_score_codex":0.000055612243,"about_ca_system_score_gemma":0.00040787426,"threshold_uncertainty_score":0.99967504},"labels":[],"label_agreement":null},{"id":"W2609480416","doi":"10.3726/978-3-653-06606-7","title":"Introduction: Developing French Ecocriticism","year":2017,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","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":"Ecocriticism; Philosophy; Environmental ethics","score_opus":0.020307211015088932,"score_gpt":0.17758054473537346,"score_spread":0.15727333372028454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609480416","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009899529,0.00017206227,0.0000970135,0.0016524261,0.0011958634,0.00019644518,0.00034980426,0.00006557943,0.99528086],"genre_scores_gemma":[0.02522066,0.00015931732,0.00056270487,0.00008636291,0.0014233869,3.377368e-7,0.00023269068,0.00004080125,0.9722737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987615,0.0000117854115,0.00019900927,0.0005149678,0.0002625067,0.0002502361],"domain_scores_gemma":[0.9988233,0.000022645609,0.00027113053,0.0006875315,0.000098703524,0.00009670327],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000104563405,0.00032325444,0.00046170616,0.00016016852,0.00082633126,0.00010579679,0.0005524621,0.00024028515,0.06284914],"category_scores_gemma":[0.000010300942,0.00040237675,0.0002463204,0.0000040480577,0.0009820483,0.00035339463,0.0003346261,0.0004601951,0.002493268],"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":[0.000016465154,0.000026065461,0.0000353719,0.00019980222,0.00015670038,0.00007735834,0.019071998,8.0995864e-7,0.000008529015,0.95073843,0.026604064,0.0030643805],"study_design_scores_gemma":[0.00025756078,0.000028734205,0.00023930719,0.0002684783,0.00009079107,0.000008101175,0.0016753752,0.0000022066802,0.000015075182,0.026608005,0.9703752,0.0004311584],"about_ca_topic_score_codex":0.00022453954,"about_ca_topic_score_gemma":0.00054443674,"teacher_disagreement_score":0.9437711,"about_ca_system_score_codex":0.0001068462,"about_ca_system_score_gemma":0.00004714353,"threshold_uncertainty_score":0.9998428},"labels":[],"label_agreement":null},{"id":"W2619460317","doi":"","title":"Triassic-Jurassic faunal and floral transition in the Fundy Basin, Nova Scotia. North American Paleontological Congress Field Guidebook","year":2005,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Plant Diversity and Evolution","field":"Agricultural and Biological Sciences","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":"Nova scotia; Paleontology; Geology; Structural basin; Archaeology; Geography; Oceanography","score_opus":0.022931409272694662,"score_gpt":0.1964978450829271,"score_spread":0.17356643581023243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619460317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99253726,0.000013848171,0.000095228694,0.005976438,0.0000470241,0.00017547498,0.00005620605,0.000024359002,0.001074172],"genre_scores_gemma":[0.9991996,0.00002755903,0.00012813105,0.00044977083,0.00005864301,1.657491e-7,0.000044003627,3.6993328e-7,0.000091755326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911344,0.000114862014,0.00011487397,0.00025074955,0.00019287175,0.00021321914],"domain_scores_gemma":[0.99959236,0.00013620367,0.00010081474,0.000058815323,0.00004458377,0.00006719317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002514542,0.000110463785,0.00020473766,0.000028793904,0.00020412514,0.00002114593,0.00029363562,0.00007610493,0.0006029357],"category_scores_gemma":[0.000016529806,0.000057583926,0.00008630231,0.000231545,0.00024524704,0.00021100692,0.00006214042,0.00018017461,0.000060322265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054675207,0.00025726217,0.8837255,0.000011808752,0.00003250922,0.000051138988,0.0038063931,0.00003966003,0.0012758075,0.00015672565,0.0018060151,0.10829039],"study_design_scores_gemma":[0.0004280936,0.00015867622,0.98939127,0.000014916194,0.000019487285,0.000009523264,0.006486001,0.00026439715,0.0000505825,0.00003229715,0.0030149037,0.00012984202],"about_ca_topic_score_codex":0.006104333,"about_ca_topic_score_gemma":0.071821645,"teacher_disagreement_score":0.10816055,"about_ca_system_score_codex":0.00002724059,"about_ca_system_score_gemma":0.000006472692,"threshold_uncertainty_score":0.9451152},"labels":[],"label_agreement":null},{"id":"W2625288261","doi":"","title":"The name changes, but the story stays the same: chiropody and podiatry in Ontario","year":2017,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Mollusks and Parasites Studies","field":"Agricultural and Biological Sciences","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":"Podiatry; Medicine; Business; Operations management; Engineering; Alternative medicine","score_opus":0.025944432815420738,"score_gpt":0.19377036573918718,"score_spread":0.16782593292376644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625288261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824748,0.00027544377,8.331455e-7,0.014106204,0.00009756485,0.00020772532,0.000020687772,0.000008520302,0.002808212],"genre_scores_gemma":[0.99107593,0.0003245704,0.0000116620295,0.00007506218,0.0000438259,8.4218783e-7,0.000002758281,5.654866e-7,0.008464795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993239,0.000081568825,0.00005766847,0.0001884046,0.00015078991,0.00019764973],"domain_scores_gemma":[0.99939764,0.00019575276,0.00014764922,0.00019139024,0.000028503042,0.000039040548],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00044551637,0.00009862024,0.00012986583,0.0000056901954,0.0027406327,0.00006473488,0.00071032636,0.00005428633,0.00035951583],"category_scores_gemma":[0.00003187852,0.00003120189,0.00005988855,0.000036425445,0.0006454541,0.00006808253,0.0005059545,0.00026442064,0.000026574799],"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":[0.00006500009,0.000031802807,0.9418332,0.0000037512891,0.000040855586,0.000006025603,0.008454555,0.0000012729363,0.0005568263,0.00069154846,0.00050597865,0.04780916],"study_design_scores_gemma":[0.00012594166,0.000035555007,0.9204124,0.000010399402,0.000010032358,0.0000014179749,0.008461065,0.000007900528,0.000007873776,0.0002979391,0.070556656,0.000072793555],"about_ca_topic_score_codex":0.19565701,"about_ca_topic_score_gemma":0.86231935,"teacher_disagreement_score":0.66666234,"about_ca_system_score_codex":0.000034139957,"about_ca_system_score_gemma":0.000014847595,"threshold_uncertainty_score":0.9985577},"labels":[],"label_agreement":null},{"id":"W2740402022","doi":"","title":"La formation des enseignants en Ecosse et en Angleterre, contextes et avenirs","year":2002,"lang":"fr","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Religious Education and Schools","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":"Humanities; Art; Nova scotia; Ethnology; History","score_opus":0.05994784402119479,"score_gpt":0.27685883994163457,"score_spread":0.21691099592043978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740402022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8668658,0.00062448997,0.0019928685,0.0046725385,0.00036726188,0.00030467132,0.00005189697,0.00006212129,0.12505834],"genre_scores_gemma":[0.94288194,0.004723029,0.0014567686,0.00021884912,0.000049838894,8.839541e-7,0.000013582427,0.0000132877885,0.050641816],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974019,0.0013388656,0.00022297024,0.0003055103,0.00036710795,0.00036367934],"domain_scores_gemma":[0.9986103,0.00044996175,0.0002776357,0.00026495842,0.00015881972,0.0002383099],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013307931,0.00019171776,0.00028532493,0.00016455282,0.00048405692,0.00007758773,0.00047573156,0.00031281848,0.0073816916],"category_scores_gemma":[0.00023100541,0.00024937102,0.00021353835,0.00033712594,0.00076412,0.000731274,0.0001344823,0.0003619591,0.0022518558],"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":[0.00003110813,0.0002666865,0.008625802,0.0001088997,0.0000881068,0.000028608601,0.87638605,0.000043101118,0.00014757755,0.026775658,0.019256704,0.06824167],"study_design_scores_gemma":[0.0023972625,0.0001762903,0.09687461,0.00091897673,0.00015412198,0.000043693646,0.516361,0.0016142448,0.00032827083,0.02472711,0.35543844,0.0009659682],"about_ca_topic_score_codex":0.0030903183,"about_ca_topic_score_gemma":0.0014556592,"teacher_disagreement_score":0.36002508,"about_ca_system_score_codex":0.000307806,"about_ca_system_score_gemma":0.00014175962,"threshold_uncertainty_score":0.9999958},"labels":[],"label_agreement":null},{"id":"W2741959989","doi":"","title":"The relation between market development activities of SMEs in the province of Quebec and their financial characteristics","year":2000,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Social Sciences and Governance","field":"Social Sciences","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":"Business; Relation (database); Finance; Computer science","score_opus":0.012491968103929316,"score_gpt":0.21205850573197726,"score_spread":0.19956653762804794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741959989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925735,0.000018620518,0.00006240976,0.00062963413,0.00002435407,0.00016151519,0.000015684293,0.0000039328306,0.006510326],"genre_scores_gemma":[0.9963923,0.00011450956,0.00008120873,0.0000059694203,0.000018456361,3.0628493e-7,7.940428e-7,0.0000013216371,0.0033851122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929166,0.0001304981,0.000117127645,0.00010193125,0.0002345223,0.00012423882],"domain_scores_gemma":[0.99939793,0.00025817283,0.00020420548,0.000088956534,0.000029524486,0.000021227574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083950144,0.000052431333,0.00012968878,0.000019976314,0.0003867786,0.000011646833,0.0003152764,0.000056351273,0.00014756585],"category_scores_gemma":[0.000066676046,0.000039762617,0.00003394184,0.00016101981,0.00075876014,0.00015693677,0.00004281669,0.00007739843,0.0000013725181],"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":[0.00008206673,0.000048733025,0.39421085,0.000022066532,0.000014408669,0.000001137183,0.31268272,0.0000014550106,0.000038777147,0.00463305,0.00018537536,0.28807938],"study_design_scores_gemma":[0.00009332517,0.000009882471,0.9381514,0.00002814495,0.0000032573012,3.8677975e-8,0.04783825,0.0000060986486,0.00006199673,0.0005051798,0.013257487,0.000044933036],"about_ca_topic_score_codex":0.028552234,"about_ca_topic_score_gemma":0.08161337,"teacher_disagreement_score":0.5439406,"about_ca_system_score_codex":0.000044019725,"about_ca_system_score_gemma":0.00032490102,"threshold_uncertainty_score":0.9779167},"labels":[],"label_agreement":null},{"id":"W2773913727","doi":"","title":"A scenario framework to explore migration and adaptation in deltas: A multi-scale and participatory approach","year":2017,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Climate Change, Adaptation, Migration","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":"International Development Research Centre; Department for International Development; Government of the United Kingdom","keywords":"Livelihood; Climate change; Delta; Urbanization; Geography; Population; Environmental resource management; Sustainability; Scale (ratio); Environmental planning; Environmental science; Economic growth; Ecology; Cartography; Engineering; Economics; Agriculture","score_opus":0.288512478405941,"score_gpt":0.33276442151780516,"score_spread":0.044251943111864145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773913727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96703786,0.000024442947,0.031127734,0.0008712825,0.00004783378,0.00043070302,0.000007880924,0.000027427059,0.0004248312],"genre_scores_gemma":[0.9658645,0.00011022951,0.03375902,0.000023066403,0.000023065864,0.0000041795083,0.000009348298,0.00000644987,0.0002001875],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99907714,0.000104123756,0.00012345331,0.00029602763,0.00021248737,0.00018677459],"domain_scores_gemma":[0.99930924,0.000055826284,0.0001818853,0.00021833452,0.000096445765,0.00013825641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057201256,0.000091127054,0.00015499824,0.00013772068,0.0007460623,0.00007603293,0.00017713646,0.00013194123,0.000051894054],"category_scores_gemma":[0.0002659727,0.00012050999,0.000027839393,0.00011125229,0.00034259277,0.00053725473,0.000106553984,0.00010721805,0.000014722693],"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":[0.00004859302,0.00007415492,0.36835688,0.000022529077,0.0000070368737,0.0000012604044,0.62467086,0.0000658786,0.00020303231,0.00074872305,0.0000126999785,0.00578836],"study_design_scores_gemma":[0.00048607917,0.00002417364,0.60930455,0.00008350639,0.00001590103,2.6441688e-7,0.37290016,0.015959999,0.000029222781,0.0005731281,0.0004801894,0.0001428545],"about_ca_topic_score_codex":0.023256285,"about_ca_topic_score_gemma":0.18353884,"teacher_disagreement_score":0.2517707,"about_ca_system_score_codex":0.000096548436,"about_ca_system_score_gemma":0.000062694424,"threshold_uncertainty_score":0.98324794},"labels":[],"label_agreement":null},{"id":"W2802372163","doi":"","title":"CHI 2017: Explore innovate inspire","year":2017,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Business","score_opus":0.0660903144347657,"score_gpt":0.23310390880442705,"score_spread":0.16701359436966134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802372163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.871693,0.0000046136215,0.001323539,0.0012633293,0.00031216166,0.00018168024,0.0000029524374,0.00012974943,0.12508893],"genre_scores_gemma":[0.9964071,0.000007870238,0.001420288,0.00021517545,0.00012328246,0.0000011199273,0.000017791675,0.000012777464,0.0017945847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99909043,0.0000065222052,0.00014694086,0.00030979764,0.00019457769,0.00025171443],"domain_scores_gemma":[0.9986462,0.000006131338,0.0005114298,0.0005892187,0.00023713669,0.000009891521],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040847601,0.00015794902,0.00024399286,0.0002464346,0.0012881889,0.00007020175,0.0010699179,0.00018988461,0.0006326029],"category_scores_gemma":[0.000101882426,0.00019041852,0.000081022896,0.00024000037,0.00066820154,0.00097465486,0.0012670187,0.00027108172,0.00081418053],"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":[0.0001286973,0.00022623505,0.41826794,0.00019253751,0.00023296931,0.000087300556,0.0041673514,0.0000027470421,0.0005231763,0.5336012,0.0043641427,0.038205672],"study_design_scores_gemma":[0.0013689141,0.000010651137,0.8699043,0.00010042422,0.000038121932,0.0000014023382,0.01239961,0.00016736977,0.0005755783,0.029051436,0.0858581,0.0005241265],"about_ca_topic_score_codex":0.000496369,"about_ca_topic_score_gemma":0.000059558453,"teacher_disagreement_score":0.5045498,"about_ca_system_score_codex":0.000037061352,"about_ca_system_score_gemma":0.000031432566,"threshold_uncertainty_score":0.9999638},"labels":[],"label_agreement":null},{"id":"W2886821162","doi":"","title":"The Oligocene-Miocene Transition : new insights from the Newfoundland Margin","year":2017,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Geology and Paleoclimatology Research","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":"Geology; Cenozoic; Orbital forcing; Paleontology; Geologic record; Paleoclimatology; Climate change; Climate oscillation; Oceanography; Holocene climatic optimum; Sedimentary rock; Climatology; Glacial period; Holocene; Global warming; Structural basin; Effects of global warming","score_opus":0.01602719697976654,"score_gpt":0.21638743460221743,"score_spread":0.2003602376224509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886821162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95923203,0.0012188064,0.000035298253,0.0012512461,0.0006773032,0.00031053933,0.00009382095,0.000023817045,0.03715713],"genre_scores_gemma":[0.9743057,0.0010034485,0.0000774153,0.000038084472,0.00011513558,1.712133e-7,0.0014642896,0.000005154742,0.022990586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985906,0.0002239522,0.0001710481,0.00039954728,0.00028912065,0.00032572387],"domain_scores_gemma":[0.9982897,0.00050806324,0.00032614564,0.0006442183,0.00009071443,0.00014112482],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027776198,0.00021979744,0.00032297822,0.00007046459,0.001883852,0.00006681075,0.001288661,0.0004421134,0.0062766597],"category_scores_gemma":[0.000057409474,0.00016038751,0.00018360052,0.00009450893,0.00047952824,0.0001649618,0.000023449904,0.00064158766,0.0011668651],"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":[0.00072425685,0.000015531778,0.97602564,0.000027587059,0.00022290811,0.000046251953,0.00966814,0.000059434682,0.0000064236747,0.00014871928,0.0011356612,0.011919439],"study_design_scores_gemma":[0.0005560326,0.00003550137,0.9763087,0.000075804855,0.00008850882,0.000004614485,0.0064296396,0.0002281288,0.000020562737,0.0050643785,0.011004955,0.00018319328],"about_ca_topic_score_codex":0.038505204,"about_ca_topic_score_gemma":0.42016888,"teacher_disagreement_score":0.38166365,"about_ca_system_score_codex":0.0000041272874,"about_ca_system_score_gemma":0.00029644038,"threshold_uncertainty_score":0.99961084},"labels":[],"label_agreement":null},{"id":"W2889948538","doi":"","title":"Same-sex marriage in Canada: The impact of legal marriage on the first cohort of gay and lesbian Canadians to wed.","year":2010,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Lesbian; Same sex; Gender studies; Homosexuality; Psychology; Cohort; Sociology; Medicine","score_opus":0.01045308544132911,"score_gpt":0.22436262443193655,"score_spread":0.21390953899060744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889948538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96511513,0.000007306454,0.000005461923,0.0030903071,0.00011135438,0.00043318138,0.00009193132,0.000004666301,0.031140631],"genre_scores_gemma":[0.99902165,0.000009505849,0.000010459694,0.00006784212,0.00003777413,7.4021847e-7,9.627827e-7,0.0000056358413,0.0008454533],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896955,0.00009018328,0.00015484229,0.00018873952,0.00034246812,0.00025418663],"domain_scores_gemma":[0.9991278,0.00019370473,0.00017112923,0.0002630483,0.000086590684,0.0001577171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080263533,0.00010195115,0.00026514241,0.000080405545,0.00036500517,0.000016846516,0.0005231084,0.00007672864,0.0008467919],"category_scores_gemma":[0.00017581575,0.00007898668,0.00007358828,0.00031299057,0.0004168393,0.00010041178,0.00009516759,0.000236024,0.0000054345114],"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":[0.00007248787,0.000045366607,0.9272313,0.000035052468,0.000082770755,0.000018919336,0.05896994,0.0000702485,0.00040639914,0.009566531,0.0024129841,0.0010879973],"study_design_scores_gemma":[0.0002485819,0.000046776997,0.9242774,0.0000657932,0.000014845894,7.55286e-7,0.06262916,0.000024284265,0.0001466431,0.00023718055,0.01217296,0.00013557097],"about_ca_topic_score_codex":0.999215,"about_ca_topic_score_gemma":0.9994546,"teacher_disagreement_score":0.033906467,"about_ca_system_score_codex":0.00024298286,"about_ca_system_score_gemma":0.0015558825,"threshold_uncertainty_score":0.9271778},"labels":[],"label_agreement":null},{"id":"W2890112481","doi":"","title":"The role of science education in a changing world","year":2018,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Political science","score_opus":0.012758994354271322,"score_gpt":0.21853765505510742,"score_spread":0.20577866070083609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890112481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9643433,0.000021792188,0.000002494106,0.0006136335,0.0001228066,0.00008965268,0.0000044198177,0.000007077608,0.034794796],"genre_scores_gemma":[0.99582756,0.000006604897,0.00022619519,0.0000145954255,0.000040255123,3.3130303e-7,0.000002146402,2.210396e-7,0.003882109],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99948454,0.000013807518,0.00007430571,0.00013104858,0.00016300852,0.00013327884],"domain_scores_gemma":[0.9994552,0.00006464891,0.00010017311,0.00005755512,0.00030077764,0.000021651547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003493398,0.00004119015,0.000062358136,0.0001594415,0.00048834906,0.000009609539,0.00034430248,0.000013926984,0.00034279452],"category_scores_gemma":[0.00005020819,0.000021180376,0.00002433821,0.0024112721,0.0010079388,0.00013641751,0.0001845283,0.00004077384,0.00004724203],"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":[0.00004989274,0.00034098155,0.3845479,0.0000063847388,0.000019095645,2.0550337e-7,0.014622182,0.0000020584441,0.09872901,0.19844422,0.00031259545,0.30292547],"study_design_scores_gemma":[0.000062490544,0.000030318648,0.8136364,0.000037648624,0.0000037459918,3.1194614e-7,0.13548835,0.00004585577,0.0054006903,0.004211901,0.041005533,0.00007672842],"about_ca_topic_score_codex":0.00069462333,"about_ca_topic_score_gemma":0.0019514235,"teacher_disagreement_score":0.42908853,"about_ca_system_score_codex":0.000041628497,"about_ca_system_score_gemma":0.000104039194,"threshold_uncertainty_score":0.37560356},"labels":[],"label_agreement":null},{"id":"W2907197623","doi":"","title":"Privatisation in criminal Justice: key issues and debates","year":2018,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Criminal Justice and Corrections Analysis","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":"Criminal justice; Prison; Political science; Private sector; Government (linguistics); Politics; Public sector; Theory of criminal justice; Public administration; Context (archaeology); Quarter (Canadian coin); Coalition government; Criminology; Law; Sociology","score_opus":0.025534497972357705,"score_gpt":0.2782910217786662,"score_spread":0.25275652380630853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907197623","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7131724,0.00031257843,0.0009934929,0.00036400004,0.00036267005,0.0003923084,0.00003151118,0.00007590342,0.28429517],"genre_scores_gemma":[0.2319041,0.0035238415,0.0028090328,0.000057062374,0.0005498674,0.0000011898176,0.00008440085,0.000033376902,0.7610371],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99875,0.000106482505,0.00016835629,0.00037997606,0.00037096805,0.00022422007],"domain_scores_gemma":[0.99908006,0.00012878088,0.00024711416,0.00022089283,0.00022075493,0.000102392434],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046851794,0.00016476156,0.00033934021,0.00041252395,0.0004941247,0.00003481536,0.00031076404,0.0003056625,0.001758751],"category_scores_gemma":[0.00013061904,0.00022230254,0.00011207245,0.00020731476,0.0007469138,0.00021307102,0.00016164868,0.00024026727,0.00018837751],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002350791,0.00023865714,0.006222637,0.0012049435,0.00027886106,0.00008323766,0.89994526,0.000012320987,0.00008542448,0.029553935,0.009777651,0.052362],"study_design_scores_gemma":[0.00041242264,0.000087547705,0.006955713,0.00047716562,0.0020850154,0.0000021410049,0.86795014,0.00011492696,0.0000129644,0.00493003,0.116473764,0.0004981688],"about_ca_topic_score_codex":0.02261156,"about_ca_topic_score_gemma":0.04059899,"teacher_disagreement_score":0.48126826,"about_ca_system_score_codex":0.00024302638,"about_ca_system_score_gemma":0.00031045952,"threshold_uncertainty_score":0.9991538},"labels":[],"label_agreement":null},{"id":"W2907509227","doi":"","title":"Stress and its impact on cognition in mild cognitive impairment","year":2017,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Stress Responses and Cortisol","field":"Neuroscience","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":"Cognitive decline; Cognition; Psychology; Clinical psychology; Stressor; Mood; Verbal fluency test; Neuroticism; Effects of sleep deprivation on cognitive performance; Coping (psychology); Dementia; Neuropsychology; Medicine; Personality; Disease; Psychiatry; Internal medicine","score_opus":0.029387513869337478,"score_gpt":0.2955168325719038,"score_spread":0.26612931870256634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907509227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98918366,0.000054857104,0.000003682729,0.000021882968,0.00015148966,0.00068856205,0.00070351403,0.000026799851,0.0091655655],"genre_scores_gemma":[0.99455214,0.00080293685,0.000003310411,0.00001664723,0.000017074131,0.0000029629023,0.00015084099,0.00002094142,0.004433159],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99842703,0.00011845761,0.00015854886,0.00063981785,0.0003694756,0.00028666767],"domain_scores_gemma":[0.99888474,0.00019135563,0.00045441702,0.00025469894,0.00008274041,0.00013207903],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000048617327,0.0002926435,0.0003938024,0.000374789,0.0002702786,0.000041561216,0.00034452818,0.00025469257,0.0010367851],"category_scores_gemma":[0.00015117567,0.0003313114,0.00017094727,0.00009910034,0.00011476973,0.00019405695,0.00008050126,0.00038248787,0.00014079217],"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":[0.13748428,0.009386599,0.16303754,0.005900707,0.0011866748,0.0057205204,0.17094256,0.00021386879,0.1045432,0.0018460043,0.00048197465,0.39925608],"study_design_scores_gemma":[0.002323809,0.00040396664,0.937761,0.0020957245,0.000080875296,0.000004497844,0.0075279847,0.00015203682,0.049031876,0.00018301094,0.000022126615,0.0004131108],"about_ca_topic_score_codex":0.0006026229,"about_ca_topic_score_gemma":0.00066228776,"teacher_disagreement_score":0.7747234,"about_ca_system_score_codex":0.00007523824,"about_ca_system_score_gemma":0.00011624634,"threshold_uncertainty_score":0.9999139},"labels":[],"label_agreement":null},{"id":"W2935912345","doi":"10.10161/j.jsxm.2017.04.221","title":"Gay and bisexual men who receive money, good, or drugs in exchange for sex in Vancouver, Canada","year":2017,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","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":"Male Homosexuality; Men who have sex with men; Medicine; Psychology; Gynecology; Gender studies; Political science; Sociology; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.0460724608365809,"score_gpt":0.29849741461320684,"score_spread":0.25242495377662594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935912345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98251903,0.000031524436,0.000058074624,0.00080153823,0.00017608378,0.00090932014,0.0001210587,0.000020932806,0.0153624555],"genre_scores_gemma":[0.9580333,0.00009172681,0.0007324492,0.00005675663,0.000041225187,0.0000037024815,0.000016965898,0.00002447089,0.04099936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985257,0.00004982195,0.00020365312,0.00049844914,0.00032044642,0.0004019618],"domain_scores_gemma":[0.99866885,0.00013853713,0.00024100256,0.00062003033,0.00008956053,0.00024204337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040448966,0.00020884885,0.0005746859,0.00023493165,0.00021934755,0.000014185016,0.0003785656,0.00016105916,0.00036836747],"category_scores_gemma":[0.00018382826,0.00023099943,0.00004819951,0.00012829626,0.00022615689,0.00023199727,0.00033543925,0.00027116455,0.000010853876],"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":[0.003414616,0.00048714317,0.6787232,0.0009662683,0.00022315046,0.0005630129,0.20436318,0.0000198195,0.0005692922,0.00008023276,0.029374335,0.0812157],"study_design_scores_gemma":[0.015394203,0.00039176093,0.5436231,0.000532501,0.00010421668,0.000009314631,0.40442222,0.0019647158,0.00089045276,0.00021927129,0.031826377,0.0006218754],"about_ca_topic_score_codex":0.46208823,"about_ca_topic_score_gemma":0.86526465,"teacher_disagreement_score":0.40317643,"about_ca_system_score_codex":0.00035968533,"about_ca_system_score_gemma":0.00043023255,"threshold_uncertainty_score":0.94198835},"labels":[],"label_agreement":null},{"id":"W2943381365","doi":"","title":"Food waste digestion: anaerobic digestion of food waste for a circular economy","year":2018,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":71,"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":"Food waste; Anaerobic digestion; China; Digestion (alchemy); Agricultural economics; Waste management; Business; Biotechnology; Engineering; Geography; Economics; Biology; Chemistry; Ecology; Methane","score_opus":0.018777497587988558,"score_gpt":0.19327544579171763,"score_spread":0.17449794820372908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943381365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972284,0.000022103592,0.00056419056,0.00062336476,0.0001231608,0.0004958248,0.00007188235,0.00004161919,0.0008294493],"genre_scores_gemma":[0.9992681,0.0000065893414,0.0002907393,0.000014162747,0.00012499519,0.0000018368316,0.000033682252,0.0000015117316,0.00025834923],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99899375,0.00006346196,0.00019124706,0.0003738145,0.0001338862,0.00024383751],"domain_scores_gemma":[0.99909174,0.00006314372,0.00022261508,0.00014663038,0.00035884342,0.000117044896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002592169,0.00013945042,0.00027246846,0.000041835516,0.00027776606,0.000013988092,0.0002961277,0.0001352539,0.00028481756],"category_scores_gemma":[0.000046282148,0.00009082449,0.00023720674,0.00027351445,0.0003715206,0.0002162046,0.00012261652,0.00008423275,0.000009388458],"study_design_candidate":"qualitative","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":[0.00411284,0.0033473268,0.06966387,0.0017671251,0.0014079956,0.000009514167,0.022883557,0.0006073877,0.34323186,0.042181488,0.0011254649,0.5096616],"study_design_scores_gemma":[0.0042597363,0.015970971,0.14323333,0.00029026344,0.00025711613,0.000024224757,0.652441,0.0013361989,0.12702124,0.023248205,0.030349845,0.0015678211],"about_ca_topic_score_codex":0.00014624641,"about_ca_topic_score_gemma":0.0001985481,"teacher_disagreement_score":0.6295575,"about_ca_system_score_codex":0.000067479465,"about_ca_system_score_gemma":0.000031568943,"threshold_uncertainty_score":0.37037152},"labels":[],"label_agreement":null},{"id":"W2952228433","doi":"","title":"Ten-Year Cross-Disciplinary Comparison of the Growth of Open Access and How it Increases Research Citation Impact","year":2006,"lang":"en","type":"preprint","venue":"ePrints Soton (University of Southampton)","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Citation; Citation impact; Causality (physics); Metadata; Discipline; Scholarly communication; Bibliometrics; Confounding; Citation analysis; Selection bias; Causal inference; Psychology; Social science; Library science; Statistics; Computer science; Sociology; Political science; Publishing; Mathematics; World Wide Web; Physics; Law","score_opus":0.6900457663182267,"score_gpt":0.6178974114266189,"score_spread":0.07214835489160776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952228433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98932904,0.00013885665,0.00079001865,0.0011593562,0.00015434783,0.0010354171,0.00062138564,0.000008188478,0.0067633744],"genre_scores_gemma":[0.99646384,0.000111369875,0.00093939895,0.0000033881092,0.00002586705,0.0000016042101,0.0000271346,0.000013315753,0.0024140987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9887267,0.0010250616,0.000633041,0.0011390132,0.007960002,0.0005162076],"domain_scores_gemma":[0.98481005,0.003967186,0.0015678077,0.0016728716,0.007684743,0.00029734545],"candidate_categories":["metaresearch","bibliometrics","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["bibliometrics","open_science"],"category_scores_codex":[0.020494668,0.00024999288,0.0009617163,0.022909136,0.0005975407,0.0024503972,0.013683583,0.00038569196,0.0011072548],"category_scores_gemma":[0.011721007,0.00019213888,0.00041424774,0.044359244,0.002233597,0.0014113033,0.044138215,0.001003828,0.000025027352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021165358,0.00038471582,0.9838466,0.00014537275,0.000064718515,0.0000031460552,0.001394671,0.00021528816,0.00027124365,0.00027320467,0.011135263,0.002054097],"study_design_scores_gemma":[0.0006988681,0.00012554205,0.9765893,0.00019260639,0.00001985037,9.738981e-7,0.0054770326,0.0018250115,0.0010733787,0.013694106,0.00012099082,0.00018229055],"about_ca_topic_score_codex":0.019697877,"about_ca_topic_score_gemma":0.0005359818,"teacher_disagreement_score":0.030454634,"about_ca_system_score_codex":0.00021629296,"about_ca_system_score_gemma":0.00093749363,"threshold_uncertainty_score":0.99980587},"labels":[],"label_agreement":null},{"id":"W2952805869","doi":"10.48550/arxiv.1301.5166","title":"On the maximum orders of elements of finite almost simple groups and primitive permutation groups","year":2013,"lang":"en","type":"preprint","venue":"ePrints Soton (University of Southampton)","topic":"Finite Group Theory Research","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Mathematics; Combinatorics; Permutation (music); Permutation group; Order (exchange); Simple (philosophy); Classification of finite simple groups; Upper and lower bounds; Primitive permutation group; Group (periodic table); Socle; Set (abstract data type); Symmetric group; Element (criminal law); Simple group; Discrete mathematics; Group theory; Cyclic permutation; Group of Lie type; Pure mathematics; Inversion (geology); Physics; Mathematical analysis; Computer science","score_opus":0.05329037908080442,"score_gpt":0.276266695429183,"score_spread":0.22297631634837856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952805869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98909086,0.000010594088,0.004856202,0.00019405357,0.00007164822,0.0015893028,0.00039802236,0.00003491761,0.003754384],"genre_scores_gemma":[0.99659544,0.00005180045,0.0028185833,0.000019348263,0.000014816783,0.0000064659816,0.000103617065,0.000044615135,0.00034528293],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9971959,0.00045323258,0.0005313686,0.00061126286,0.0008338549,0.00037439505],"domain_scores_gemma":[0.99501836,0.0021050829,0.0011799539,0.0010394794,0.00053915766,0.000117959375],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013614887,0.00037498865,0.0007795347,0.00040709216,0.00018521189,0.00002264239,0.00096116494,0.00036061427,0.0027128956],"category_scores_gemma":[0.00086971716,0.00036960194,0.00027634157,0.00026064154,0.0009283809,0.00014592717,0.0019161592,0.0007993803,0.00007022838],"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":[0.0025985194,0.0029251107,0.029703833,0.009263035,0.0036297878,0.000058973194,0.19513305,0.0006146699,0.007138215,0.7356574,0.0019456452,0.011331807],"study_design_scores_gemma":[0.0021599736,0.00041219703,0.024019994,0.0008652181,0.0002681427,0.0000029262055,0.060667507,0.003209707,0.0023631721,0.90532494,0.0000939583,0.0006122442],"about_ca_topic_score_codex":0.0006828069,"about_ca_topic_score_gemma":0.000078316945,"teacher_disagreement_score":0.16966759,"about_ca_system_score_codex":0.00011467849,"about_ca_system_score_gemma":0.00012804221,"threshold_uncertainty_score":0.9998756},"labels":[],"label_agreement":null},{"id":"W2964279300","doi":"","title":"On the dimension of classifying spaces for families of abelian subgroups","year":2016,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","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":"Western University","funders":"","keywords":"Abelian group; Mathematics; Dimension (graph theory); Pure mathematics; Combinatorics","score_opus":0.038247300587337975,"score_gpt":0.2551209483389796,"score_spread":0.2168736477516416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964279300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98956037,0.000008174452,0.0062940046,0.0013708326,0.00010137203,0.000298546,0.00003646683,0.00002214949,0.0023081023],"genre_scores_gemma":[0.9960859,0.000021245032,0.00241891,0.000019318975,0.000008925992,9.882551e-7,0.0000010251475,0.000008957437,0.0014347188],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99920183,0.00009473508,0.00018225152,0.00019560974,0.00015175201,0.00017382191],"domain_scores_gemma":[0.99766445,0.0014472172,0.00034386496,0.00040200635,0.000107860156,0.00003457515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004201065,0.00011196086,0.00032900434,0.00011431326,0.00011595335,0.0000013796903,0.00034240712,0.0001503548,0.0008105887],"category_scores_gemma":[0.00028313187,0.00007838125,0.0001621294,0.00009287337,0.0007357924,0.000053397773,0.00013713581,0.000084695734,0.000028221531],"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":[0.00046030607,0.00026473159,0.012484292,0.00021346404,0.00022528027,0.0000042473894,0.010372426,0.0000011604841,0.036883615,0.9338484,0.0008604967,0.0043816143],"study_design_scores_gemma":[0.003866569,0.00093676016,0.017661065,0.0007348829,0.00022952938,0.000008168479,0.03581804,0.00008281749,0.1427795,0.79561,0.0018301931,0.00044243303],"about_ca_topic_score_codex":0.00007981827,"about_ca_topic_score_gemma":0.000066333894,"teacher_disagreement_score":0.13823833,"about_ca_system_score_codex":0.000021862763,"about_ca_system_score_gemma":0.000033833236,"threshold_uncertainty_score":0.88753784},"labels":[],"label_agreement":null},{"id":"W2983660786","doi":"10.48550/arxiv.1911.04033","title":"Full-Duplex Nonreciprocal-Beam-Steering Metasurfaces Comprising Time-Modulated Twin Meta-Atoms","year":2019,"lang":"en","type":"preprint","venue":"ePrints Soton (University of Southampton)","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Beam steering; Optics; Radiation; Harmonics; Beam (structure); Physics; Antenna (radio); Modulation (music); Duplex (building); Phase (matter); Transmission (telecommunications); Computer science; Telecommunications; Acoustics","score_opus":0.04503496429795577,"score_gpt":0.2439506418606417,"score_spread":0.1989156775626859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983660786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98086625,0.00047945493,0.0137975,0.00016022971,0.000930952,0.0016197603,0.00088358804,0.00033534816,0.00092690985],"genre_scores_gemma":[0.9515853,0.00011340927,0.04444836,0.00003852467,0.000052780993,0.000011503594,0.00029878848,0.000092253686,0.003359067],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99528456,0.00041775813,0.0008793837,0.0017073994,0.00096353196,0.00074738305],"domain_scores_gemma":[0.99529475,0.00019068237,0.0015809529,0.0021591438,0.0004567817,0.0003176795],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022655257,0.00081944844,0.002496202,0.00032118591,0.00043734303,0.00021282797,0.0020598348,0.0006397755,0.019103944],"category_scores_gemma":[0.00007579269,0.000880321,0.0009793511,0.00028167808,0.00042383044,0.0003615849,0.002782261,0.0006243888,0.0061905044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020064236,0.00017371184,0.00014137758,0.00044211684,0.0012790329,0.000009702086,0.0020587577,0.046412714,0.9488139,0.00008049426,0.00022321161,0.00016434916],"study_design_scores_gemma":[0.0032109108,0.0002932828,0.0052840295,0.0007449257,0.011801998,0.000032374483,0.0036111465,0.055836402,0.883697,0.0011014547,0.030278439,0.0041080457],"about_ca_topic_score_codex":0.001727497,"about_ca_topic_score_gemma":0.000054511245,"teacher_disagreement_score":0.0651169,"about_ca_system_score_codex":0.0001664083,"about_ca_system_score_gemma":0.00024457774,"threshold_uncertainty_score":0.99936473},"labels":[],"label_agreement":null},{"id":"W3003160002","doi":"","title":"Section 16 of the Constitution Act, 1867: The Queen, the Capital, and Canadian Constitutionalism","year":2018,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Multicultural Socio-Legal Studies","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":"Constitutionalism; Section (typography); Constitution; Queen (butterfly); Capital (architecture); Political science; Law; History; Business; Ancient history; Democracy; Advertising; Biology; Politics","score_opus":0.01803091587759484,"score_gpt":0.2316604508470484,"score_spread":0.21362953496945356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003160002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93551236,0.000036328398,0.00007668007,0.012356643,0.0004659863,0.0004043697,0.000033963253,0.00001655369,0.05109709],"genre_scores_gemma":[0.9984637,0.000055314245,0.000028210854,0.00010641675,0.00010707501,5.89673e-7,0.0000015953477,0.0000015821764,0.0012355465],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991319,0.00017954984,0.00008697703,0.00014507514,0.0002733254,0.00018318101],"domain_scores_gemma":[0.9992621,0.00010213801,0.00014040552,0.00016628533,0.0002539254,0.00007516546],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00045717697,0.000078376455,0.00010846294,0.00002699656,0.0032568872,0.00002268467,0.00035177718,0.0000869883,0.0005085792],"category_scores_gemma":[0.00017092038,0.0000484807,0.00007954503,0.00019979704,0.0076429034,0.00015817159,0.00013606712,0.00014865372,0.0000276246],"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":[0.000034284752,0.000040043073,0.1789305,0.000020411599,0.00022022724,0.0000015521285,0.30034262,0.000015418656,0.00027971336,0.5125144,0.0061634826,0.0014373374],"study_design_scores_gemma":[0.0003981306,0.000020936435,0.47450665,0.000053226024,0.000076807744,0.0000030878723,0.21617591,0.00001428614,0.0002172321,0.0018117253,0.30656156,0.00016042958],"about_ca_topic_score_codex":0.7218948,"about_ca_topic_score_gemma":0.67511296,"teacher_disagreement_score":0.51070267,"about_ca_system_score_codex":0.00025627913,"about_ca_system_score_gemma":0.00035761183,"threshold_uncertainty_score":0.99804074},"labels":[],"label_agreement":null},{"id":"W3041943756","doi":"","title":"Fur: a sensitive history","year":2020,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","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":"Transformative learning; Appeal; Mythology; Colonialism; Power (physics); Aesthetics; Subject (documents); History; Environmental ethics; Art; Sociology; Political science; Literature; Law; Archaeology; Philosophy","score_opus":0.029741033758795096,"score_gpt":0.15637773741590533,"score_spread":0.12663670365711022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041943756","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023578869,0.00043249322,0.00007092805,0.007752183,0.0006403628,0.00027465887,0.00021220044,0.00015628594,0.988103],"genre_scores_gemma":[0.005427106,0.00034822748,0.0000565951,0.00019680944,0.00043715574,3.1895894e-7,0.00010115827,0.00002468434,0.99340796],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867135,0.000046152043,0.00019739104,0.0004791437,0.00037549675,0.0002304931],"domain_scores_gemma":[0.99889463,0.000051312087,0.00037022398,0.0002393145,0.00027902526,0.00016550573],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007520341,0.00030966577,0.00078316685,0.00009820191,0.0011037126,0.00001272417,0.00035218737,0.00020043438,0.017754288],"category_scores_gemma":[0.000016058642,0.00033077912,0.00072955206,0.00002712029,0.000900432,0.0001048348,0.00031130575,0.00047404986,0.0019636215],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005275832,0.00004638588,0.0000073967212,0.00012785182,0.00076261006,0.00011387603,0.48526806,0.0000010717898,0.000006536428,0.038414944,0.47400853,0.0011899631],"study_design_scores_gemma":[0.00023108092,0.000048773232,0.000011643407,0.00006282242,0.00034328396,5.28475e-7,0.020011324,0.000011072685,7.046113e-7,0.0015316358,0.97737646,0.0003706721],"about_ca_topic_score_codex":0.0016106699,"about_ca_topic_score_gemma":0.0021897862,"teacher_disagreement_score":0.5033679,"about_ca_system_score_codex":0.0040992927,"about_ca_system_score_gemma":0.00014791361,"threshold_uncertainty_score":0.9999144},"labels":[],"label_agreement":null},{"id":"W3043658804","doi":"10.5258/soton/d0944","title":"Devi River and Mahanadi River catchments modelled elevation change","year":2019,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"Flood Risk Assessment and Management","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":"Elevation (ballistics); Geography; Vulnerability (computing); Work (physics); Government (linguistics); Sustainability; International development; Climate change; Drainage basin; Environmental planning; Environmental resource management; Political science; Cartography; Engineering; Environmental science; Oceanography; Geology; Computer science; Ecology","score_opus":0.025489975135861542,"score_gpt":0.21605176794508768,"score_spread":0.19056179280922614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043658804","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2978041,0.00006297157,0.0013882144,0.0003457922,0.0006683647,0.0030549024,0.6937369,0.000066775785,0.002871965],"genre_scores_gemma":[0.07000573,0.002527641,0.003925281,0.00039955854,0.00010757202,0.000011357354,0.90676385,0.00005542729,0.016203582],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983131,0.000059071244,0.00015640186,0.00064925145,0.000499336,0.0003228165],"domain_scores_gemma":[0.99891514,0.000020059015,0.00030881772,0.000600186,0.000017137618,0.00013868048],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021158285,0.0002935877,0.00036711444,0.00016112968,0.00018052543,0.000017263732,0.00058355345,0.00023500284,0.006960357],"category_scores_gemma":[0.000004711703,0.00035143623,0.00010542847,0.00016832569,0.00036645375,0.00040358273,0.0013639997,0.00024056731,0.0030286335],"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":[0.000065509106,0.00018593449,0.014622376,0.00017821195,0.0001656476,0.000028493614,0.0027039368,0.00017323517,0.000021382564,0.000025697884,0.97864884,0.0031807371],"study_design_scores_gemma":[0.0012729021,0.00007518989,0.06974034,0.000088312416,0.00024904724,0.0000010870815,0.00066904066,0.0013199144,0.000007970946,0.00020478755,0.92583954,0.0005318451],"about_ca_topic_score_codex":0.024004648,"about_ca_topic_score_gemma":0.0018227772,"teacher_disagreement_score":0.22779836,"about_ca_system_score_codex":0.00024006689,"about_ca_system_score_gemma":0.000016483413,"threshold_uncertainty_score":0.9998938},"labels":[],"label_agreement":null},{"id":"W3092714891","doi":"10.4324/9781003020462-4","title":"Towards a comprehensive assessment of physical function in young people with cystic fibrosis and non- cystic fibrosis bronchiectasis","year":2021,"lang":"en","type":"preprint","venue":"ePrints Soton (University of Southampton)","topic":"Cystic Fibrosis Research Advances","field":"Medicine","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":"Impact","funders":"","keywords":"Cystic fibrosis; Bronchiectasis; Medicine; Lung function; Pathology; Internal medicine; Lung","score_opus":0.01230081898480309,"score_gpt":0.2660834902976012,"score_spread":0.25378267131279814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092714891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97475463,0.00014457348,0.022482527,0.00013274701,0.000102460246,0.0012616412,0.00023985117,0.00004430616,0.00083728274],"genre_scores_gemma":[0.96658564,0.000102644364,0.03281707,0.0000061833816,0.000041790594,0.0000119412,0.00027709393,0.000042136522,0.00011551149],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99679905,0.00019882851,0.00038503174,0.0010604067,0.0010795731,0.00047713428],"domain_scores_gemma":[0.9973844,0.00037190484,0.00048116126,0.00084723305,0.000614976,0.0003003003],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023330713,0.00048104994,0.0016162466,0.0005734549,0.00012248887,0.000040501654,0.00032081618,0.00028488587,0.0003465609],"category_scores_gemma":[0.00012998385,0.0005218973,0.000334896,0.0006352138,0.0005773587,0.00020417201,0.001373328,0.0010041997,0.000007813144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008950129,0.002788138,0.7812518,0.018894706,0.002226706,0.00027690385,0.03308044,0.0071428097,0.13583699,0.00013361726,0.00008218028,0.009335573],"study_design_scores_gemma":[0.0032585734,0.0011537317,0.96358865,0.0033905688,0.0005940539,0.00003099939,0.015069439,0.011188866,0.0011696689,0.00011794353,0.000026234653,0.000411273],"about_ca_topic_score_codex":0.008108357,"about_ca_topic_score_gemma":0.0022667265,"teacher_disagreement_score":0.18233685,"about_ca_system_score_codex":0.00043129374,"about_ca_system_score_gemma":0.0008212542,"threshold_uncertainty_score":0.99972326},"labels":[],"label_agreement":null},{"id":"W3101548038","doi":"","title":"Supermassive black holes and their host galaxies – ii. The correlation with near-infrared luminosity revisited","year":2013,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":37,"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":"Physics; Supermassive black hole; Astrophysics; Bulge; Galaxy; Spiral galaxy; Luminous infrared galaxy; Luminosity; Elliptical galaxy; Galaxy formation and evolution; Astronomy","score_opus":0.005562631035709427,"score_gpt":0.15995892661452404,"score_spread":0.15439629557881462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101548038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953109,0.000011885346,0.0022788576,0.00029934087,0.000027242724,0.00050018035,0.00003856423,0.000040192393,0.0014928193],"genre_scores_gemma":[0.99808276,0.0000055336645,0.00031718143,0.00000236912,0.00002830829,0.0000018670898,0.00007216207,0.000010810777,0.0014789964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918693,0.00006436513,0.00013969507,0.00023788074,0.00016091335,0.00021023468],"domain_scores_gemma":[0.9990449,0.00005228291,0.00023080222,0.00034306868,0.00024050099,0.00008845542],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011904842,0.00018361073,0.00021600164,0.00006224355,0.00076635776,0.00006102077,0.0002423439,0.000052015628,0.0015998638],"category_scores_gemma":[0.000005746154,0.00014984269,0.00007411836,0.00018942283,0.00094628276,0.0006816864,0.00021125312,0.00017574633,0.00018448308],"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":[0.000019518797,0.000041008618,0.9676475,0.000014793614,0.00007923409,1.634391e-8,0.029843224,0.000023885088,0.000101353704,0.0017846924,0.00035531417,0.00008948182],"study_design_scores_gemma":[0.0005833366,0.000043840257,0.9666667,0.00003888155,0.000029631688,8.931179e-7,0.027714033,0.003311152,0.00012056599,0.0011230671,0.00019582814,0.00017204485],"about_ca_topic_score_codex":0.0008134952,"about_ca_topic_score_gemma":0.000018210638,"teacher_disagreement_score":0.003287267,"about_ca_system_score_codex":0.00004028056,"about_ca_system_score_gemma":0.00005397622,"threshold_uncertainty_score":0.9993128},"labels":[],"label_agreement":null},{"id":"W3102221314","doi":"","title":"The Motion of Point Particles in Curved Spacetime","year":2011,"lang":"en","type":"review","venue":"ePrints Soton (University of Southampton)","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":405,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Physics; Point particle; Classical mechanics; Quantum field theory in curved spacetime; Spacetime; Equations of motion; Electric field; Field (mathematics); Quantum electrodynamics; Quantum mechanics; Quantum","score_opus":0.027543878816592926,"score_gpt":0.22668491597717114,"score_spread":0.1991410371605782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3102221314","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07073463,0.8370904,0.03085924,0.00013985595,0.0006279332,0.0040425183,0.0007304347,0.00009489318,0.055680115],"genre_scores_gemma":[0.36448202,0.63268775,0.0007814472,0.000002713488,0.0001255408,0.0000071620793,0.00010230659,0.00006564966,0.0017454068],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990268,0.00011200015,0.00026377625,0.00025435508,0.0001195882,0.00022351283],"domain_scores_gemma":[0.99883,0.000057719342,0.0005671028,0.00043575384,0.000051392315,0.00005802121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022720985,0.00020211194,0.0007104901,0.00007859597,0.00009430054,0.000007988634,0.00047488735,0.000058393685,0.0004778738],"category_scores_gemma":[0.000002582084,0.000181151,0.00040607378,0.00019498145,0.00019865332,0.000080630816,0.00026047154,0.00023846641,0.00013016409],"study_design_candidate":"design_other","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":[0.000012876078,0.00014626369,0.0007111177,0.00031861468,0.00015970106,8.087134e-7,0.0012106778,0.000002926695,0.0000026784899,0.014994097,0.000029214332,0.982411],"study_design_scores_gemma":[0.002698383,0.0002127134,0.005965153,0.008770551,0.0013037329,0.0000014160289,0.022061998,0.00029476976,0.00010174204,0.07340225,0.8834363,0.0017509578],"about_ca_topic_score_codex":0.0009622681,"about_ca_topic_score_gemma":0.00001734736,"teacher_disagreement_score":0.9806601,"about_ca_system_score_codex":0.00003750687,"about_ca_system_score_gemma":0.000097167416,"threshold_uncertainty_score":0.7387124},"labels":[],"label_agreement":null},{"id":"W3105576980","doi":"10.48550/arxiv.2011.08423","title":"Four-Dimensional Wave Transformations By Space-Time Metasurfaces","year":2020,"lang":"en","type":"preprint","venue":"ePrints Soton (University of Southampton)","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Space (punctuation); Space time; Spacetime; Physics; Computer science; Engineering; Quantum mechanics","score_opus":0.037620697645565755,"score_gpt":0.21215792767796482,"score_spread":0.17453723003239907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3105576980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785484,0.00018117197,0.010872348,0.0025987176,0.000425099,0.0009905018,0.0037473668,0.00021557219,0.002420798],"genre_scores_gemma":[0.9235499,0.0001845585,0.07242248,0.000095704934,0.000050967094,0.0000100945035,0.000814865,0.000058307345,0.0028131092],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99725646,0.00024548077,0.0004957014,0.0008995719,0.0006922608,0.00041053796],"domain_scores_gemma":[0.9977552,0.00010037003,0.00072381797,0.0008498626,0.0002390127,0.0003316812],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007784705,0.00044162507,0.0009867161,0.0001295167,0.00041070787,0.00009043682,0.00092577795,0.00036294118,0.017298387],"category_scores_gemma":[0.00004497577,0.00050867227,0.00040193272,0.00020142939,0.00035428148,0.00026847792,0.0009451547,0.0004093982,0.0035765567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074663796,0.000116854244,0.000023375193,0.0002078962,0.0001505063,0.000007179876,0.0022934673,0.0010891844,0.9893964,0.00047132923,0.0059720404,0.00019713739],"study_design_scores_gemma":[0.002979554,0.00017366682,0.0026267548,0.0004934927,0.0016812356,0.000024106876,0.0030174248,0.013517092,0.8338694,0.012865016,0.12602916,0.002723079],"about_ca_topic_score_codex":0.00069179916,"about_ca_topic_score_gemma":0.000023397482,"teacher_disagreement_score":0.15552695,"about_ca_system_score_codex":0.00008141437,"about_ca_system_score_gemma":0.00023331847,"threshold_uncertainty_score":0.9997365},"labels":[],"label_agreement":null},{"id":"W3108634861","doi":"10.5880/icdp.5052.003","title":"Supplementary Data to: “Bedrock Geology of DFDP-2B, Central Alpine Fault, New Zealand\"","year":2017,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","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":"University of Alberta","funders":"","keywords":"Geology; Bedrock; Fault (geology); Geomorphology; Paleontology","score_opus":0.04924907003716736,"score_gpt":0.26432560206243794,"score_spread":0.21507653202527058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108634861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99188405,0.000027019381,0.00017134262,0.0036068019,0.00022922379,0.00022636884,0.0008971276,0.000012406055,0.0029456436],"genre_scores_gemma":[0.9919237,0.000060024773,0.0022291294,0.00006123945,0.000039303413,4.037847e-8,0.0009817444,0.0000024895828,0.004702341],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855894,0.000096332195,0.00016988197,0.00045092838,0.00021838826,0.00050554523],"domain_scores_gemma":[0.9981516,0.00010438806,0.00020677761,0.0011849987,0.000053943655,0.00029828056],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003526502,0.00013566994,0.00035100902,0.00013327322,0.00038976182,0.000011323819,0.00211137,0.00015596817,0.043113787],"category_scores_gemma":[0.00008637893,0.00014901474,0.000069201655,0.00007726237,0.00054167345,0.00023556722,0.00056168373,0.00024093002,0.0005613755],"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":[0.0002560043,0.000028818671,0.99041903,0.00001962285,0.00007895409,0.00004885615,0.00095494266,0.000086175205,0.000027834918,0.000033666878,0.006301026,0.0017450558],"study_design_scores_gemma":[0.0009893357,0.0001278421,0.9822782,0.000015605214,0.000028322716,0.000020434425,0.00093360496,0.00053659367,0.00008970438,0.00034787768,0.014496609,0.00013582516],"about_ca_topic_score_codex":0.038450718,"about_ca_topic_score_gemma":0.06783119,"teacher_disagreement_score":0.04255241,"about_ca_system_score_codex":0.0000020055336,"about_ca_system_score_gemma":0.0001387192,"threshold_uncertainty_score":0.9679523},"labels":[],"label_agreement":null},{"id":"W3122412362","doi":"","title":"Voting on Multiple Issues: What to Put on the Ballot?","year":2018,"lang":"en","type":"preprint","venue":"ePrints Soton (University of Southampton)","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","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":"University of Toronto","funders":"","keywords":"Voting; Cardinal voting systems; Anti-plurality voting; Dimension (graph theory); Mathematical economics; Bullet voting; Incentive; Euclidean geometry; Distribution (mathematics); Simple (philosophy); Euclidean distance; Mathematics; Econometrics; Economics; Computer science; Microeconomics; Combinatorics; Political science; Artificial intelligence","score_opus":0.06229604003858962,"score_gpt":0.2215551673229096,"score_spread":0.15925912728431998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122412362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9667862,0.000102057646,0.0027095266,0.0026039837,0.0018148179,0.00094361365,0.00021499745,0.00010370135,0.024721073],"genre_scores_gemma":[0.9913116,0.000055063498,0.00040198883,0.00031477303,0.0002511069,0.000003387117,0.000020161347,0.000041610485,0.007600287],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786377,0.00011888631,0.00044985005,0.0010212146,0.00013399612,0.00041229805],"domain_scores_gemma":[0.99737066,0.00036901704,0.00083478965,0.0011777085,0.00009085124,0.00015697969],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001898673,0.0003671163,0.00075307855,0.0003842228,0.00036248565,0.00016412798,0.001542416,0.00036829727,0.0024740428],"category_scores_gemma":[0.00047525964,0.0004127217,0.00038127584,0.00019563417,0.00020880952,0.00017238811,0.0012313257,0.00067244994,0.010994733],"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":[0.00096241676,0.0009206643,0.10288503,0.000792274,0.0011097654,0.000044394834,0.08515846,0.0058831563,0.000089916226,0.7888609,0.009053959,0.0042390632],"study_design_scores_gemma":[0.0067178826,0.0023265209,0.2578619,0.015832685,0.00020549587,0.000014733333,0.1023229,0.02618192,0.0033215825,0.17281182,0.40467018,0.0077323634],"about_ca_topic_score_codex":0.0010465131,"about_ca_topic_score_gemma":0.00008637038,"teacher_disagreement_score":0.61604905,"about_ca_system_score_codex":0.00018724719,"about_ca_system_score_gemma":0.00002956188,"threshold_uncertainty_score":0.99983245},"labels":[],"label_agreement":null},{"id":"W3167631337","doi":"","title":"Towards a New Intergovernmental Agreement on Early Pandemic Management","year":2021,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; University of Ottawa","funders":"","keywords":"Pandemic; Preparedness; Government (linguistics); Status quo; Incentive; Business; Public administration; Political science; Coronavirus disease 2019 (COVID-19); Public economics; Economics; Law; Medicine; Infectious disease (medical specialty)","score_opus":0.05657985878556772,"score_gpt":0.35660911950982094,"score_spread":0.30002926072425323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167631337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85855985,0.000013385829,0.0015615763,0.00458029,0.00079096766,0.00041045996,0.000028416185,0.000051539857,0.1340035],"genre_scores_gemma":[0.91086435,0.000153759,0.0014548249,0.0016246014,0.0001806645,0.00000277441,0.000031449777,0.000013566112,0.085674025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843353,0.0001676188,0.00024265757,0.00032124517,0.0003925897,0.00044237368],"domain_scores_gemma":[0.9989284,0.00005973998,0.00021365055,0.00041462638,0.00008605929,0.00029751426],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035705732,0.00012905349,0.00022291963,0.00010249956,0.00041364465,0.000006398364,0.00027535655,0.00013012241,0.010912084],"category_scores_gemma":[0.000029928573,0.00015303299,0.00010270565,0.000212321,0.00005160394,0.00011403882,0.0004370331,0.00035156598,0.0018254343],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000687176,0.0011386881,0.4001418,0.0012355312,0.000623906,0.000098666475,0.21559255,0.000022687878,0.00060532254,0.0489733,0.18041337,0.15046701],"study_design_scores_gemma":[0.0019680967,0.00010001862,0.6066851,0.00038108477,0.000035909925,0.0000014655138,0.126262,0.000028468903,0.00006454028,0.0009503361,0.26331753,0.00020545238],"about_ca_topic_score_codex":0.0076165334,"about_ca_topic_score_gemma":0.000605395,"teacher_disagreement_score":0.2065433,"about_ca_system_score_codex":0.000711383,"about_ca_system_score_gemma":0.0005229439,"threshold_uncertainty_score":0.99899185},"labels":[],"label_agreement":null},{"id":"W3170176252","doi":"","title":"Functional Nanomaterials For Electric Power Industry","year":2016,"lang":"en","type":"preprint","venue":"ePrints Soton (University of Southampton)","topic":"Electric Power Systems and Control","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":"Hydro-Québec","funders":"","keywords":"Nanomaterials; Electric power; Electric power industry; Nanotechnology; Power (physics); Materials science; Engineering; Electrical engineering; Physics; Electricity","score_opus":0.010666088276339959,"score_gpt":0.17750015408116676,"score_spread":0.1668340658048268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170176252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8616569,0.0004147557,0.12337549,0.00014263572,0.002723491,0.0011964574,0.00044789,0.00047347232,0.009568874],"genre_scores_gemma":[0.9957429,0.000033365675,0.00019023748,0.0000116832925,0.00020646147,0.000010636004,0.000034001358,0.000048806338,0.0037218947],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985453,0.000040269504,0.00028165797,0.00045359705,0.00025041483,0.00042876595],"domain_scores_gemma":[0.9988899,0.000080215694,0.00022230056,0.0005166917,0.00015619036,0.00013465631],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002879876,0.00033303373,0.0006050455,0.00029411833,0.00010670795,0.000027007025,0.00048576706,0.00097600603,0.001642838],"category_scores_gemma":[0.000025192503,0.00037384912,0.00033703577,0.000120599296,0.000048176666,0.00010288921,0.00022952292,0.00048399344,0.00016684894],"study_design_candidate":"bench_or_experimental","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":[0.0021135986,0.0007318977,0.008276467,0.005199871,0.009286789,0.00015388374,0.008714721,0.0064021614,0.7621012,0.020745901,0.13237227,0.043901276],"study_design_scores_gemma":[0.043731984,0.0016588542,0.19029582,0.006790081,0.0028622092,0.00024342415,0.005920412,0.03760025,0.20918378,0.05928246,0.4250256,0.017405115],"about_ca_topic_score_codex":0.000052919084,"about_ca_topic_score_gemma":0.0000063398684,"teacher_disagreement_score":0.55291736,"about_ca_system_score_codex":0.0002105203,"about_ca_system_score_gemma":0.00016731583,"threshold_uncertainty_score":0.9998714},"labels":[],"label_agreement":null},{"id":"W3203198168","doi":"10.1109/aces53325.2021.00106","title":"Transistor-Loaded Nonmagnetic Nonreciprocal Metasurfaces","year":2021,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Metamaterials and Metasurfaces Applications","field":"Materials 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":"University of Toronto","funders":"","keywords":"Reciprocity (cultural anthropology); Transistor; Reciprocal; Electromagnetic radiation; Electrical engineering; Electronic engineering; Wireless; Physics; Computer science; Engineering; Optics; Telecommunications; Voltage","score_opus":0.017659280622904058,"score_gpt":0.20260578371903623,"score_spread":0.18494650309613217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203198168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866055,0.00022710791,0.008794921,0.0003473559,0.0002898004,0.0002098043,0.00011835833,0.000074868716,0.0033322305],"genre_scores_gemma":[0.96270293,0.00006155387,0.033863757,0.00004057576,0.000017884113,0.0000016191251,0.0000261921,0.00001466265,0.0032708163],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99845785,0.00016318596,0.00024175717,0.00050912425,0.0003407715,0.00028731275],"domain_scores_gemma":[0.9988244,0.0000603737,0.00018979573,0.00057068,0.00019538842,0.00015936285],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00050582725,0.00017032573,0.0004309421,0.000058244867,0.0002573808,0.000035908164,0.00043645842,0.00010668398,0.021856366],"category_scores_gemma":[0.000040803796,0.00019826759,0.00017493936,0.0001942538,0.00024834633,0.0001819057,0.0001565788,0.000098360586,0.0016019484],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038101574,0.00012005789,0.00023179402,0.000050466886,0.000027627324,0.000014671182,0.0017931951,0.00008894802,0.99639094,0.00046219412,0.00015109935,0.0006308942],"study_design_scores_gemma":[0.0007740283,0.000035673267,0.0069966507,0.000031346088,0.00014431632,0.000011089735,0.0031552361,0.00009805502,0.9572193,0.00037604952,0.030871129,0.0002871498],"about_ca_topic_score_codex":0.00031811564,"about_ca_topic_score_gemma":0.00012775243,"teacher_disagreement_score":0.039171673,"about_ca_system_score_codex":0.000033422602,"about_ca_system_score_gemma":0.00012590752,"threshold_uncertainty_score":0.9991754},"labels":[],"label_agreement":null},{"id":"W3208348539","doi":"10.5281/zenodo.3275209","title":"Policy Brief - Recognising connectivity and climate change impacts as essential elements for an effective North Atlantic MPA network","year":2019,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Regional Development and Policy","field":"Social Sciences","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":"Dairy Farmers of Ontario","funders":"European Commission","keywords":"Climate change; Environmental resource management; Geography; Environmental planning; Environmental science; Oceanography; Geology","score_opus":0.023996261240113618,"score_gpt":0.289082574648913,"score_spread":0.2650863134087994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208348539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99199736,0.000007706608,0.000095895324,0.0004744934,0.00017410706,0.0012915607,0.000029675815,0.000044175504,0.0058850013],"genre_scores_gemma":[0.9986478,0.00017315825,0.0003571938,0.000118655786,0.00032301687,0.0000025269214,0.000037739395,0.000011651139,0.00032826536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986023,0.00017598463,0.00011266563,0.0003466204,0.00024684283,0.0005156068],"domain_scores_gemma":[0.9991197,0.00018501923,0.00021206429,0.00015054776,0.00010835273,0.00022430564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006563027,0.00014474124,0.00027179468,0.00013830831,0.00066997047,0.000045906672,0.00021952596,0.00010960538,0.00018094755],"category_scores_gemma":[0.00008045446,0.00017818462,0.000095033836,0.0002860105,0.00023220206,0.0005664876,0.00016011552,0.000099501514,0.00008679204],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033686124,0.000071321156,0.9334979,0.00008209989,0.00008709186,0.0000032598612,0.03998152,0.000004200698,0.000078600635,0.010365072,0.00009106658,0.015400993],"study_design_scores_gemma":[0.0013342529,0.00016939253,0.9865905,0.000104403,0.00003714102,0.0000015961082,0.004493506,0.000081035134,0.000031752472,0.002970142,0.003910903,0.00027537515],"about_ca_topic_score_codex":0.025572851,"about_ca_topic_score_gemma":0.012770467,"teacher_disagreement_score":0.053092588,"about_ca_system_score_codex":0.00010275182,"about_ca_system_score_gemma":0.00014608703,"threshold_uncertainty_score":0.98091596},"labels":[],"label_agreement":null},{"id":"W352972984","doi":"","title":"Cl-rich scapolite and biotite from the Sullivan Deposit, British Columbia","year":2001,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Clay minerals and soil interactions","field":"Materials Science","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":"Biotite; Geology; Geochemistry; Petrology; Paleontology; Quartz","score_opus":0.014292253593973507,"score_gpt":0.18939284869088868,"score_spread":0.17510059509691517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W352972984","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8398756,0.00027987268,0.00009978973,0.0001904214,0.00036799948,0.00027744405,0.0009821161,0.000066586006,0.1578602],"genre_scores_gemma":[0.3770687,0.001208605,0.00059658254,0.00013700128,0.00021931624,5.85234e-7,0.00013951669,0.000049566333,0.62058014],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848634,0.000043424192,0.00024379675,0.0006290606,0.00031676062,0.0002806124],"domain_scores_gemma":[0.99862164,0.00015654131,0.00033507278,0.0005767837,0.00015129971,0.00015867385],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017281335,0.00022417905,0.00045323937,0.00005417775,0.0005636049,0.00030531324,0.00056743796,0.00031064384,0.022251446],"category_scores_gemma":[0.000020510164,0.00031938948,0.00019780581,0.00004833353,0.0005660762,0.00019301318,0.00049167837,0.0003784169,0.00058165676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009918074,0.0014297758,0.2795951,0.00093733973,0.0034706036,0.0037688343,0.052511554,0.00011238272,0.15832293,0.028568365,0.38179073,0.08850056],"study_design_scores_gemma":[0.0024770654,0.00019945287,0.17563766,0.0024010013,0.000865202,0.00031151267,0.00517736,0.00017318288,0.00093127176,0.018122138,0.7914465,0.0022576535],"about_ca_topic_score_codex":0.19716123,"about_ca_topic_score_gemma":0.2018599,"teacher_disagreement_score":0.46280688,"about_ca_system_score_codex":0.00008482823,"about_ca_system_score_gemma":0.000052513005,"threshold_uncertainty_score":0.9999258},"labels":[],"label_agreement":null},{"id":"W399215864","doi":"","title":"Tritium accumulation in salt marsh sediments from the Severn Estuary, UK (abstract of poster presented at AGU 2004 Joint Assembly, 17-21 May 2004, Montreal, Canada)","year":2004,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Salt marsh; Joint (building); Estuary; Oceanography; Marsh; Environmental science; Geology; Engineering; Ecology; Civil engineering; Wetland","score_opus":0.015466871333318524,"score_gpt":0.20192926957601054,"score_spread":0.186462398242692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W399215864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948203,0.000015776424,0.00026925327,0.000778914,0.000116942356,0.00054803543,0.00030595687,0.000017631282,0.0031271672],"genre_scores_gemma":[0.99814373,0.000009714153,0.00015102216,0.00004035741,0.000011865617,8.51669e-7,0.00011051348,0.0000145291315,0.0015174368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998146,0.00006719962,0.00031846907,0.00043156403,0.0006862889,0.0003504673],"domain_scores_gemma":[0.9988954,0.00010043951,0.0003380062,0.0004998695,0.000026763151,0.00013948772],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026087556,0.00020950698,0.00032130236,0.00006115228,0.00015855214,0.000013161081,0.00049085263,0.00012988441,0.0022464106],"category_scores_gemma":[0.000029306218,0.00021565068,0.00011501276,0.00022902706,0.00013510449,0.00025680667,0.00073117745,0.00019783489,0.00012586589],"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":[0.00025090363,0.0001979749,0.9599509,0.000028049442,0.0000645696,0.000067586945,0.0023312606,0.0319296,0.0029685367,0.000002366474,0.0017189113,0.0004892909],"study_design_scores_gemma":[0.0018666174,0.000030328165,0.99320173,0.000116433075,0.000028238934,0.0000036523097,0.0017476729,0.0017307686,0.0006697604,0.00013576994,0.00026231835,0.0002067322],"about_ca_topic_score_codex":0.9069636,"about_ca_topic_score_gemma":0.9432931,"teacher_disagreement_score":0.036329463,"about_ca_system_score_codex":0.0012226528,"about_ca_system_score_gemma":0.00010630219,"threshold_uncertainty_score":0.9986657},"labels":[],"label_agreement":null},{"id":"W4210489873","doi":"","title":"The invalidity of the argument from illusion","year":2018,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","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":"University of Glasgow; York University","keywords":"Argument (complex analysis); Argument map; Illusion; Criticism; Scrutiny; Epistemology; Philosophy; Psychology; Law; Political science; Argumentation theory; Cognitive psychology","score_opus":0.027113770087650813,"score_gpt":0.21616677703115675,"score_spread":0.18905300694350594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210489873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938105,0.0000024104415,0.00089954736,0.0011670832,0.00012737207,0.00009786041,0.000026262576,0.000016224121,0.003852739],"genre_scores_gemma":[0.99733436,0.00003810462,0.00010558474,0.00011848641,0.000019634681,1.0199913e-7,9.1775814e-7,0.0000035286653,0.0023792824],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99907345,0.0001483028,0.0001069713,0.0002213581,0.00032773684,0.00012216442],"domain_scores_gemma":[0.99915653,0.00004771958,0.00018940907,0.0004992302,0.00006005296,0.000047040616],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020132048,0.000073360985,0.00011956184,0.0000308894,0.00057846203,0.000009510764,0.0006772559,0.000045066892,0.0024673697],"category_scores_gemma":[0.00008703784,0.00005102861,0.00016002312,0.00021792798,0.0010078409,0.00006344567,0.00045474645,0.000097739234,0.00031957167],"study_design_candidate":"bench_or_experimental","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":[0.00025708164,0.00044205817,0.039842617,0.000015281104,0.00003931351,0.0000069129096,0.040795,0.000037200676,0.87225294,0.0053610895,0.0021698421,0.038780637],"study_design_scores_gemma":[0.0020833889,0.00017803974,0.5006265,0.00015428592,0.00018679946,0.0000058165606,0.03353771,0.0041861506,0.32335377,0.009884526,0.12525474,0.0005482965],"about_ca_topic_score_codex":0.00066561886,"about_ca_topic_score_gemma":0.00020769489,"teacher_disagreement_score":0.5488992,"about_ca_system_score_codex":0.000029136721,"about_ca_system_score_gemma":0.000030166082,"threshold_uncertainty_score":0.9984445},"labels":[],"label_agreement":null},{"id":"W4297944311","doi":"10.3204/pubdb-2022-07687","title":"Report of the Topical Group on Physics Beyond the Standard Model at Energy Frontier for Snowmass 2021","year":2022,"lang":"en","type":"preprint","venue":"ePrints Soton (University of Southampton)","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":11,"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":"Argonne National Laboratory; TRIUMF; Fermilab; High Energy Physics; University of Minnesota; U.S. Department of Energy; Gordon and Betty Moore Foundation; University of Wisconsin-Madison; University of Chicago; National Science Foundation","keywords":"Physics; Particle physics; Physics beyond the Standard Model; Standard Model (mathematical formulation); Fermion; Dark matter; Frontier; Supersymmetry; Lepton; Boson; Anomaly (physics); Missing energy; Nuclear physics; Quantum mechanics; Gauge (firearms); Political science","score_opus":0.012131324603213289,"score_gpt":0.20757247997586276,"score_spread":0.19544115537264947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297944311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49661595,0.000026893133,0.3867199,0.0024042279,0.0012206085,0.0011305234,0.0033315828,0.000027666154,0.108522624],"genre_scores_gemma":[0.984684,0.0000039974025,0.0011629564,0.00022790066,0.00013296652,0.0000146675275,0.00026511587,0.000026967005,0.013481412],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984528,0.000083047526,0.0002519852,0.000519486,0.00044960185,0.0002431224],"domain_scores_gemma":[0.9980346,0.00006205532,0.00055363507,0.0011892607,0.00010057095,0.00005987572],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024074188,0.00025174694,0.00046494885,0.000036840443,0.0003840637,0.000016705346,0.0010456494,0.000055604964,0.00091369025],"category_scores_gemma":[0.0000032153155,0.00021520957,0.0006481462,0.00008282694,0.00022539806,0.00004964602,0.002628428,0.00037953423,0.0000030536912],"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":[0.0030797066,0.0026528789,0.11039465,0.000722556,0.0053466223,0.000038469843,0.029454652,0.07818989,0.00086027075,0.4619356,0.20342135,0.103903346],"study_design_scores_gemma":[0.0023419855,0.00014608887,0.004976099,0.000119863565,0.00050398917,0.0000015442183,0.0077079535,0.007518105,0.001014034,0.87284017,0.10195252,0.00087766204],"about_ca_topic_score_codex":0.00032183467,"about_ca_topic_score_gemma":0.000020052052,"teacher_disagreement_score":0.48806807,"about_ca_system_score_codex":0.00015831659,"about_ca_system_score_gemma":0.00016012182,"threshold_uncertainty_score":0.9999996},"labels":[],"label_agreement":null},{"id":"W4394033226","doi":"10.5281/zenodo.5172799","title":"Labels for Emergency Response Imagery from Hurricane Florence, Hurricane Michael, and Hurricane Isaias","year":2021,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","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":"University of British Columbia","funders":"","keywords":"Hurricane katrina; Atlantic hurricane; Meteorology; Emergency response; Disaster response; History; Geography; Emergency management; Cartography; Natural disaster; Storm; Medical emergency; Political science; Medicine","score_opus":0.016763330168642426,"score_gpt":0.2035826784133262,"score_spread":0.18681934824468377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394033226","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29543272,0.0006933326,0.000044938053,0.0004858263,0.0003885202,0.00033523195,0.7023941,0.00003218744,0.00019309833],"genre_scores_gemma":[0.051092617,0.003210237,0.0022041104,0.00021117664,0.0003522784,0.0000028577206,0.9384674,0.000014022853,0.00444531],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973327,0.00025248798,0.00034779278,0.0010362884,0.00045319035,0.0005775748],"domain_scores_gemma":[0.9977723,0.0006879701,0.00042007628,0.00057628384,0.00020734894,0.00033602573],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036447306,0.0004621995,0.0010050044,0.00016109316,0.000485409,0.000028931085,0.00074356684,0.00033068974,0.028222196],"category_scores_gemma":[0.00029298896,0.0004542275,0.00031606393,0.00045970574,0.00070143084,0.00015009246,0.0003764988,0.00044902693,0.00093851227],"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":[0.0015712166,0.0002881648,0.032462448,0.00026368338,0.0005407876,0.00026051127,0.0009378865,0.000028458251,0.00008049928,0.000007761608,0.95083475,0.012723804],"study_design_scores_gemma":[0.00088598375,0.00038591036,0.3404425,0.000104733845,0.00028646013,0.0000052276087,0.0033676832,0.00006913417,0.000018791587,0.0012389142,0.6524421,0.00075258483],"about_ca_topic_score_codex":0.027227502,"about_ca_topic_score_gemma":0.005550655,"teacher_disagreement_score":0.30798006,"about_ca_system_score_codex":0.000013002923,"about_ca_system_score_gemma":0.000095768555,"threshold_uncertainty_score":0.99983937},"labels":[],"label_agreement":null},{"id":"W4394036768","doi":"10.5281/zenodo.7317476","title":"The Young Supernova Experiment Data Release 1 (YSE DR1) Light Curves","year":2022,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Supernova; Light curve; Physics; Environmental science; Astrophysics","score_opus":0.021127721126168675,"score_gpt":0.2338975394738911,"score_spread":0.21276981834772243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394036768","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022737036,0.00067088293,0.00009071455,0.000829208,0.00068254466,0.00060966605,0.972771,0.000038600116,0.0015703517],"genre_scores_gemma":[0.006657738,0.0006823816,0.00008616443,0.00005050708,0.00021618676,0.0000060061802,0.9862609,0.000040093597,0.006000033],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973013,0.00017000812,0.00033981208,0.0009407882,0.00072710676,0.0005210318],"domain_scores_gemma":[0.99609447,0.000097740885,0.00036761447,0.0031241316,0.00011037238,0.00020565662],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054574956,0.00045155128,0.0005791093,0.00012679778,0.0010452588,0.000074756295,0.003653245,0.0001283269,0.11100047],"category_scores_gemma":[0.000016220061,0.00044194402,0.00031189155,0.00024243144,0.00028846852,0.00028784797,0.0036115446,0.0008448039,0.00040540734],"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":[0.00005544529,0.00026632234,0.0039698426,0.00008183186,0.00036117487,0.000045258083,0.0007197892,0.0000021362198,0.000028247267,0.00006809208,0.9932589,0.0011429962],"study_design_scores_gemma":[0.0005847431,0.000040154922,0.0011810289,0.00012122998,0.00018702421,0.000003075772,0.011828569,0.000010619121,0.000047137473,0.000033186137,0.9854962,0.00046702827],"about_ca_topic_score_codex":0.01200381,"about_ca_topic_score_gemma":0.00039259737,"teacher_disagreement_score":0.11059506,"about_ca_system_score_codex":0.00009229558,"about_ca_system_score_gemma":0.00027528664,"threshold_uncertainty_score":0.99980325},"labels":[],"label_agreement":null},{"id":"W4400340357","doi":"10.48550/arxiv.2407.00706","title":"Sum-of-norms regularized Nonnegative Matrix Factorization","year":2024,"lang":"en","type":"preprint","venue":"ePrints Soton (University of Southampton)","topic":"Matrix Theory and Algorithms","field":"Computer Science","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":"Natural Sciences and Engineering Research Council of Canada; Division of Mathematical Sciences; University of Waterloo","keywords":"Factorization; Non-negative matrix factorization; Matrix decomposition; Matrix (chemical analysis); Mathematics; Nonnegative matrix; Pure mathematics; Algebra over a field; Applied mathematics; Mathematical economics; Physics; Algorithm; Symmetric matrix; Eigenvalues and eigenvectors; Materials science","score_opus":0.01256255319855981,"score_gpt":0.22728436341603547,"score_spread":0.21472181021747566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400340357","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22855814,0.00010268044,0.76460356,0.0003734837,0.0013560739,0.0006137572,0.0001799546,0.00029645924,0.003915887],"genre_scores_gemma":[0.93848914,0.00005973559,0.055547018,0.0000082613205,0.00007570051,0.0000012796827,0.000057765763,0.00002514459,0.0057359384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9977371,0.0001747592,0.000357377,0.0008950777,0.0005390703,0.00029659987],"domain_scores_gemma":[0.99759483,0.00012164661,0.000630706,0.0012237171,0.0002867511,0.00014235437],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060103735,0.00035240207,0.00067293027,0.0004676057,0.00013884103,0.00007381871,0.00213871,0.00043006256,0.0005126695],"category_scores_gemma":[0.000048704376,0.00040257128,0.00044895537,0.0005361534,0.00027571985,0.00027678252,0.004842055,0.0007538627,0.00027054545],"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":[0.00045075352,0.0008634289,0.002886572,0.005768195,0.0019790872,0.00034430524,0.11760073,0.0035149965,0.010151172,0.81084466,0.0008321756,0.044763934],"study_design_scores_gemma":[0.002318717,0.00020941373,0.0049060974,0.0019101693,0.00034563866,0.00001764767,0.005836651,0.087578855,0.023193026,0.8691219,0.0026614284,0.0019004211],"about_ca_topic_score_codex":0.00045208592,"about_ca_topic_score_gemma":0.000018481644,"teacher_disagreement_score":0.709931,"about_ca_system_score_codex":0.0001142986,"about_ca_system_score_gemma":0.00029611844,"threshold_uncertainty_score":0.99984264},"labels":[],"label_agreement":null},{"id":"W4415080948","doi":"10.48550/arxiv.2503.00101","title":"Modular-invariant random matrix theory and AdS${}_3$ wormholes","year":2025,"lang":"en","type":"preprint","venue":"ePrints Soton (University of Southampton)","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","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":"Kavli Institute for Theoretical Physics, University of California, Santa Barbara; Japan Science and Technology Agency; Natural Sciences and Engineering Research Council of Canada; Université Paris-Saclay; HORIZON EUROPE Framework Programme; Government of the United Kingdom; Agence Nationale de la Recherche; UK Research and Innovation; National Science Foundation","keywords":"Wormhole; Random matrix; Lift (data mining); Semiclassical physics; Conformal field theory; Torus; Topology (electrical circuits); Matrix (chemical analysis); Conformal map","score_opus":0.0060142454847062045,"score_gpt":0.213854046990284,"score_spread":0.20783980150557782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415080948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6817757,0.00015034562,0.26747373,0.00031261583,0.00029872006,0.00078601786,0.0008729175,0.000091562964,0.048238393],"genre_scores_gemma":[0.9935991,0.00003656595,0.0015670557,0.00002438999,0.00011916221,0.0000020076004,0.000120552744,0.000021598831,0.0045095743],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981515,0.0002582192,0.00027484272,0.0007137644,0.0002556106,0.00034609498],"domain_scores_gemma":[0.998332,0.0002538063,0.00033132627,0.00077408453,0.00013019476,0.0001785499],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006070604,0.0003989354,0.0007830021,0.00014598106,0.00022238263,0.00005389808,0.0006503039,0.00025283528,0.0017288773],"category_scores_gemma":[0.000014616035,0.00045809615,0.00044007532,0.00013902222,0.0005761094,0.00009999326,0.002093709,0.0007799267,0.00008458663],"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":[0.00041930255,0.00017840012,0.0026249858,0.00021555781,0.00049036386,0.000006324464,0.0022723821,0.00027779615,0.00006397602,0.9875056,0.00010289784,0.0058424277],"study_design_scores_gemma":[0.0023453182,0.000020595762,0.0036098692,0.00046461317,0.00035468448,4.8270283e-7,0.0049786386,0.0009857429,0.00038887592,0.98545474,0.00086180656,0.0005346099],"about_ca_topic_score_codex":0.0005501778,"about_ca_topic_score_gemma":0.0000058898463,"teacher_disagreement_score":0.3118234,"about_ca_system_score_codex":0.000035093413,"about_ca_system_score_gemma":0.00015596434,"threshold_uncertainty_score":0.9997871},"labels":[],"label_agreement":null},{"id":"W4416018228","doi":"10.48550/arxiv.2511.02926","title":"Euclid Quick Data Release (Q1): Hunting for luminous z &gt; 6 galaxies in the Euclid Deep Fields -- forecasts and first bright detections","year":2025,"lang":"en","type":"preprint","venue":"ePrints Soton (University of Southampton)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","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":"University of British Columbia; Perimeter Institute; University of Waterloo","funders":"","keywords":"Galaxy; Photometry (optics); Milky Way; Luminosity; Spectral energy distribution; Luminosity function; Observatory","score_opus":0.019752275200749903,"score_gpt":0.22096243694683518,"score_spread":0.20121016174608528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416018228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822194,0.00004624812,0.013461196,0.0006710155,0.00028483797,0.0011856785,0.0005275871,0.000051111616,0.0015529254],"genre_scores_gemma":[0.99601537,0.000052016956,0.0023449354,0.0000047818853,0.00012772737,0.00001532921,0.00057663815,0.000017267348,0.0008459267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981048,0.00010423629,0.00040045,0.00072852307,0.0002542134,0.0004077701],"domain_scores_gemma":[0.9976209,0.00027701296,0.00051766494,0.001305003,0.00018902689,0.000090391266],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060656806,0.0003421899,0.00047317738,0.00030152083,0.00079123134,0.0000941773,0.0013353338,0.00022305752,0.0003844081],"category_scores_gemma":[0.000058612753,0.00038358566,0.00020342569,0.00024323449,0.00025493558,0.00042144573,0.0018320468,0.00061736495,0.000021965077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005916067,0.00014417888,0.97876614,0.00037269222,0.00016398492,1.7303478e-7,0.016797764,0.00028083508,0.000001598629,0.0015359564,0.0005124259,0.001365116],"study_design_scores_gemma":[0.00094406505,0.000029255645,0.9631294,0.00023179142,0.0001519773,0.0000018694323,0.01029398,0.017951963,0.000020942272,0.0049931463,0.001876096,0.00037550047],"about_ca_topic_score_codex":0.006935101,"about_ca_topic_score_gemma":0.0076453984,"teacher_disagreement_score":0.017671129,"about_ca_system_score_codex":0.00010322104,"about_ca_system_score_gemma":0.00020419112,"threshold_uncertainty_score":0.9998616},"labels":[],"label_agreement":null},{"id":"W4416455589","doi":"10.1051/0004-6361/202555734","title":"The 2025 outburst of IGR J17511-3057: timing and spectral insights from NICER and NuSTAR","year":2025,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Fondazione Cariplo","keywords":"Ephemeris; Neutron star; Millisecond pulsar; Pulsar; Black-body radiation; Orbital period; Spectral analysis; Accretion (finance); Static timing analysis","score_opus":0.01179801243506839,"score_gpt":0.20653561254042516,"score_spread":0.19473760010535676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416455589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98652005,0.00004842485,0.0056725265,0.00034209862,0.00004633638,0.00011802922,0.00004146293,0.000008477607,0.007202591],"genre_scores_gemma":[0.9975226,0.000007946121,0.0007522741,0.000011435029,0.000028345445,3.098318e-7,0.000011455068,0.0000037895934,0.001661873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994808,0.000023927274,0.000103608705,0.00019008711,0.000083411855,0.00011815398],"domain_scores_gemma":[0.99950504,0.000105774176,0.00009724023,0.00019492835,0.000046978177,0.00005000783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000034250384,0.00009471606,0.00017654548,0.00003995836,0.00027982926,0.000015384481,0.00016007402,0.00002846457,0.000144468],"category_scores_gemma":[0.0000033098645,0.000089680936,0.00006211164,0.00011231871,0.0002619452,0.000094902796,0.00020479198,0.0001194512,0.000008398765],"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":[0.00030860893,0.0004545887,0.52205414,0.0000852817,0.0011265666,0.000003785684,0.027896103,0.0003561355,0.010235938,0.38274035,0.0006201802,0.054118317],"study_design_scores_gemma":[0.0019082524,0.000053669748,0.88167757,0.00012921271,0.00019565939,2.8768824e-8,0.045383368,0.0025902297,0.0019707917,0.05979821,0.0060093002,0.00028372035],"about_ca_topic_score_codex":0.001779048,"about_ca_topic_score_gemma":0.00006393493,"teacher_disagreement_score":0.3596234,"about_ca_system_score_codex":0.000012544222,"about_ca_system_score_gemma":0.000033997072,"threshold_uncertainty_score":0.36570826},"labels":[],"label_agreement":null},{"id":"W44443492","doi":"","title":"The effect of supply chain drivers on SMEs motivation to engage with CSR activities: a psychological perspective","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","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":"Business; Corporate social responsibility; Supply chain; Procurement; Incentive; Inclusion (mineral); Marketing; Bureaucracy; Qualitative research; Public relations; Perspective (graphical); Qualitative property; Quarter (Canadian coin); Psychology; Political science; Economics","score_opus":0.019539529830914545,"score_gpt":0.22946373721839647,"score_spread":0.2099242073874819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W44443492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98998415,0.000002345732,0.0004378961,0.00052348507,0.00005943758,0.00060228445,0.0000036386475,0.0000615248,0.008325254],"genre_scores_gemma":[0.99911416,0.0000030615363,0.00014938407,0.00004214745,0.000045033474,0.0000015792154,0.0000030900335,0.000011548197,0.0006300087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987985,0.00008540357,0.00014854627,0.00035863175,0.00039490915,0.00021401029],"domain_scores_gemma":[0.9985441,0.00047919978,0.00044290983,0.0003161829,0.00019372477,0.000023889566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007543911,0.00015986671,0.00028007047,0.00019837427,0.00059222156,0.000021895532,0.00028483663,0.00007502837,0.0001603861],"category_scores_gemma":[0.0007899594,0.00013185645,0.0001354215,0.00052951975,0.00040109738,0.000318905,0.0001804608,0.00022691004,0.000047476133],"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":[0.005536559,0.0002532247,0.95693535,0.00009622038,0.00020823382,0.00011705336,0.018188434,0.00041358627,0.0036227396,0.0057203234,0.00027086877,0.0086374],"study_design_scores_gemma":[0.001610493,0.0004992334,0.9390326,0.00012004688,0.00006263603,0.0000040867776,0.055472493,0.00017514953,0.0012558461,0.0007070671,0.0007660176,0.0002943058],"about_ca_topic_score_codex":0.00095882,"about_ca_topic_score_gemma":0.00017553625,"teacher_disagreement_score":0.037284058,"about_ca_system_score_codex":0.00012661,"about_ca_system_score_gemma":0.0000315547,"threshold_uncertainty_score":0.537695},"labels":[],"label_agreement":null},{"id":"W49207684","doi":"","title":"Writing mobility: thoughts from a research project on British working holiday makers in Australia","year":2010,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Migration, Aging, and Tourism Studies","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":"Stress (linguistics); Irish; Anthem; Media studies; Refugee; Gender studies; Advertising; History; Political science; Psychology; Sociology; Law; Art history","score_opus":0.12850863638319407,"score_gpt":0.34195232110547574,"score_spread":0.21344368472228167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W49207684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7644621,0.00008842825,0.000042408716,0.00021861913,0.0003573733,0.0010623569,0.000102696395,0.00009005553,0.23357594],"genre_scores_gemma":[0.65931827,0.00039865825,0.00072978984,0.000011512339,0.0004843318,0.0000015153199,0.000029131093,0.000026522308,0.33900025],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971114,0.00023792383,0.0002741593,0.00079886895,0.0010295716,0.0005481123],"domain_scores_gemma":[0.9985521,0.00036988233,0.0002837057,0.0004201034,0.00024768867,0.00012650972],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018868413,0.00024480047,0.0005066981,0.00045553187,0.0011170835,0.00011298464,0.0006571934,0.0006353069,0.001899873],"category_scores_gemma":[0.00013188357,0.00035607748,0.00021873368,0.00020502698,0.0012770458,0.00016770475,0.0003009471,0.0015265971,0.00021171318],"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":[0.00016570349,0.0002210503,0.027962226,0.000110575755,0.00024122406,0.00045120707,0.9394748,0.0000044822586,0.000039770406,0.01688846,0.0038412341,0.010599219],"study_design_scores_gemma":[0.0018071019,0.00011133002,0.12068218,0.0037261264,0.000113098744,0.0000022931163,0.07331197,0.000011496225,0.00006216252,0.0681348,0.73060906,0.0014283664],"about_ca_topic_score_codex":0.29569533,"about_ca_topic_score_gemma":0.51315707,"teacher_disagreement_score":0.8661629,"about_ca_system_score_codex":0.00029464462,"about_ca_system_score_gemma":0.00032813748,"threshold_uncertainty_score":0.99988914},"labels":[],"label_agreement":null},{"id":"W55955290","doi":"","title":"Public Understanding of Climate Change and the Gaps Between Knowledge, Attitudes, and Travel Behavior","year":2009,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":12,"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":"Climate change; Greenhouse gas; Population; Global warming; Quarter (Canadian coin); Business; Geography; Political economy of climate change; Environmental resource management; Natural resource economics; Political science; Economics; Sociology; Ecology","score_opus":0.06036651419937515,"score_gpt":0.25239147081150876,"score_spread":0.1920249566121336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W55955290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920469,0.000043494092,0.00020877396,0.0009869989,0.000016102344,0.00034284993,0.000011853176,0.000009076547,0.006333934],"genre_scores_gemma":[0.9993936,0.00018744628,0.0002159133,0.000025052574,0.000006135887,7.602469e-7,0.0000040611544,0.0000033191513,0.00016369956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931115,0.00006693996,0.00010272144,0.00022042608,0.00013511244,0.00016368055],"domain_scores_gemma":[0.9995638,0.000048472706,0.00009524447,0.00018643834,0.000005814037,0.00010021035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040156287,0.000088829416,0.00017320503,0.000039850314,0.00022769903,0.000010233645,0.00016315308,0.00005458465,0.0007330873],"category_scores_gemma":[0.000013881968,0.00008386587,0.00004617637,0.00011195458,0.0011263967,0.00020677222,0.00023888533,0.00009465057,0.000019822764],"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":[0.000025584914,0.00015273398,0.97172236,0.000029482713,0.000007888395,8.071857e-7,0.013925724,3.568642e-7,0.00010052041,0.0031200126,0.000011066556,0.010903461],"study_design_scores_gemma":[0.00071781804,0.000033621258,0.9794452,0.000011534376,0.000027807613,0.000001299255,0.018321112,0.000019617266,0.00003391472,0.0011660317,0.00013984642,0.00008217258],"about_ca_topic_score_codex":0.00026420163,"about_ca_topic_score_gemma":0.000098290686,"teacher_disagreement_score":0.010821288,"about_ca_system_score_codex":0.00014782658,"about_ca_system_score_gemma":0.0000070667516,"threshold_uncertainty_score":0.8026792},"labels":[],"label_agreement":null},{"id":"W585918114","doi":"","title":"Masculinities, life courses and sexual health: unpacking HIV risk and prevention among gay men in Halifax, Nova Scotia, Canada","year":2014,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Gender Roles and Identity Studies","field":"Social Sciences","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":"Nova scotia; Unpacking; Human immunodeficiency virus (HIV); Nova (rocket); Gender studies; Reproductive health; Demography; Psychology; Gerontology; Sociology; Medicine; Ethnology; Family medicine; Engineering; Population","score_opus":0.0367802752982467,"score_gpt":0.2429603966184617,"score_spread":0.206180121320215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W585918114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83422416,0.0015425722,0.0008271318,0.0066128466,0.0005546612,0.0014171225,0.00045745852,0.00007188936,0.15429214],"genre_scores_gemma":[0.8583771,0.0018510673,0.00015033312,0.000038196,0.0000879783,2.1916892e-7,0.00003218026,0.0000187326,0.13944419],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9984136,0.00013823902,0.00022911171,0.0004417124,0.00047010396,0.00030718237],"domain_scores_gemma":[0.99895644,0.0000580131,0.00048342758,0.000182782,0.00009826874,0.00022105599],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00076599536,0.00021489784,0.00052736816,0.0001753204,0.0005885397,0.000041549716,0.00021242749,0.0001972064,0.00029021208],"category_scores_gemma":[0.000055745957,0.00028778095,0.00006382113,0.00004847812,0.00043887665,0.00014216233,0.00028925543,0.00032520137,0.000013670238],"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":[0.000084523774,0.0000590522,0.779568,0.0007748895,0.00073022995,0.00004936377,0.1504134,0.00004308703,8.7930516e-7,0.017495511,0.030963253,0.019817814],"study_design_scores_gemma":[0.0019443856,0.00014151959,0.32869035,0.00092822884,0.0002471755,0.0000022388197,0.57096,0.000064108266,7.95625e-7,0.005395726,0.09064367,0.0009817954],"about_ca_topic_score_codex":0.94697785,"about_ca_topic_score_gemma":0.9914733,"teacher_disagreement_score":0.45087767,"about_ca_system_score_codex":0.00025131984,"about_ca_system_score_gemma":0.0007509581,"threshold_uncertainty_score":0.99995744},"labels":[],"label_agreement":null},{"id":"W585933916","doi":"","title":"Cities of the United States and Canada","year":2011,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":1,"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":"Geography; Political science; Genealogy; History","score_opus":0.024247764366411045,"score_gpt":0.15102386890148303,"score_spread":0.126776104535072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W585933916","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24578914,0.000105698884,0.000005216018,0.000089901456,0.00042504963,0.00015213281,0.0005796504,0.000014547761,0.7528387],"genre_scores_gemma":[0.19068752,0.0001430547,0.00001047181,0.000048216512,0.000034886358,8.008642e-8,0.000053487878,0.000011028111,0.8090112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940896,0.00001590897,0.00011508115,0.00014740447,0.00023570372,0.00007692839],"domain_scores_gemma":[0.9992288,0.000043943874,0.00028176905,0.00019232932,0.0002149305,0.00003822436],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000073988296,0.00012144783,0.00020762825,0.00013001841,0.000276807,0.0000077405575,0.00027076303,0.00006827456,0.01248537],"category_scores_gemma":[0.000007139288,0.00012352702,0.00008650591,0.000009751909,0.000904202,0.0000768639,0.00016694542,0.00015979777,0.000015434176],"study_design_candidate":"not_applicable","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":[0.000041874602,0.000015621163,0.0009967431,0.00014272996,0.00020302745,0.000007779092,0.029551992,0.0000027501483,0.000002135434,0.9563098,0.012526417,0.00019914622],"study_design_scores_gemma":[0.0002097544,0.000016608985,0.0025572332,0.00015235352,0.00009426569,0.000001100963,0.00593766,0.0000036266454,0.000021213187,0.02271995,0.9680973,0.00018889137],"about_ca_topic_score_codex":0.75131,"about_ca_topic_score_gemma":0.8707845,"teacher_disagreement_score":0.95557094,"about_ca_system_score_codex":0.00006365417,"about_ca_system_score_gemma":0.00017120795,"threshold_uncertainty_score":0.9884173},"labels":[],"label_agreement":null},{"id":"W58681602","doi":"","title":"Salt marsh sedimentation over the past c. 120 years along the west Cotentin coast of Normandy (France): Relationship to sea-level rise and sediment supply","year":2003,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":23,"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":"Salt marsh; Marsh; Estuary; Geology; Oceanography; Sediment; Accretion (finance); Sea level; Sedimentation; Brackish marsh; Bay; Geomorphology; Salinity; Wetland; Brackish water; Ecology","score_opus":0.019654611658396676,"score_gpt":0.21773649322681723,"score_spread":0.19808188156842055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W58681602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99731904,0.00007952559,0.0002051711,0.000716592,0.00008501681,0.00031883677,0.00010403299,0.000007831746,0.0011639651],"genre_scores_gemma":[0.9988182,0.000028791836,0.0004426806,0.000064245236,0.000008835959,3.2594528e-7,0.00004178755,0.0000020470327,0.000593095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989768,0.00025854394,0.00012764956,0.00019363986,0.00023273802,0.0002105959],"domain_scores_gemma":[0.9992313,0.00031270395,0.00010791589,0.0002093165,0.00005336801,0.000085395746],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007117258,0.000088381756,0.00014125214,0.000085143896,0.00033903247,0.000010517849,0.0002389924,0.00008215937,0.0036052372],"category_scores_gemma":[0.000036888076,0.00007232705,0.000047664824,0.00021194872,0.00044572906,0.00011184999,0.000047383783,0.0002121158,0.0002497869],"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":[0.00006426457,0.00001781413,0.99534065,0.000016595468,0.000030769184,0.0000065499485,0.0033739272,0.00025075037,0.000008980384,0.00018217154,0.00035195003,0.0003556034],"study_design_scores_gemma":[0.00055361947,0.000049192557,0.99353456,0.000014172743,0.000025928965,0.000011758935,0.004381271,0.00016444195,0.000036428453,0.0001690294,0.0009858859,0.00007370821],"about_ca_topic_score_codex":0.0025136315,"about_ca_topic_score_gemma":0.00796595,"teacher_disagreement_score":0.0054523186,"about_ca_system_score_codex":0.0000023623552,"about_ca_system_score_gemma":0.00004152792,"threshold_uncertainty_score":0.99730563},"labels":[],"label_agreement":null},{"id":"W590830988","doi":"","title":"Canadian school teachers: exploring workplace learning strategies, barriers and facilitators","year":2007,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Innovative Education and Learning Practices","field":"Social Sciences","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":"Workplace learning; Pedagogy; Medical education; Mathematics education; Psychology; Public relations; Work (physics); Political science; Medicine; Engineering","score_opus":0.048227682966847756,"score_gpt":0.30285828474523074,"score_spread":0.254630601778383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W590830988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91604084,0.00002487339,0.0008025221,0.0010531055,0.00017400635,0.00011357137,0.0000017114456,0.00005539913,0.08173397],"genre_scores_gemma":[0.98792374,0.00003675733,0.0008439991,0.000035576926,0.000047848025,3.0565383e-7,0.000002665518,0.000006460761,0.011102617],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99884605,0.00021466921,0.00010201873,0.00023572658,0.00023771446,0.00036379672],"domain_scores_gemma":[0.99891794,0.00015823383,0.0001360032,0.0001079049,0.00013785367,0.0005420705],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021363245,0.00009414911,0.00012173316,0.000285429,0.0012602375,0.00007247805,0.00021095529,0.00010438196,0.0048731957],"category_scores_gemma":[0.00080665515,0.00012976557,0.000036361926,0.0004390892,0.00037627958,0.00092171377,0.00004162519,0.00048046102,0.00014170163],"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":[0.000030935174,0.000010002162,0.58394575,0.000010396876,0.000040809187,0.000010235899,0.3981804,0.000041497402,0.000059933092,0.008802835,0.00024911354,0.008618089],"study_design_scores_gemma":[0.00012669333,0.000011042596,0.10858387,0.000018442517,0.0000057431917,2.8091944e-7,0.64960724,0.000003254151,0.0000099523795,0.000066374196,0.24146532,0.00010180241],"about_ca_topic_score_codex":0.3321716,"about_ca_topic_score_gemma":0.20896919,"teacher_disagreement_score":0.47536188,"about_ca_system_score_codex":0.00035190105,"about_ca_system_score_gemma":0.0010561818,"threshold_uncertainty_score":0.99603647},"labels":[],"label_agreement":null},{"id":"W598928159","doi":"","title":"Letter: Suicide by veterinary surgeons","year":2008,"lang":"en","type":"letter","venue":"ePrints Soton (University of Southampton)","topic":"Veterinary Practice and Education Studies","field":"Health Professions","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":"Mental health; Psychology; Perception; Medicine; Veterinary medicine; Psychiatry","score_opus":0.2107654033382877,"score_gpt":0.38146089801534205,"score_spread":0.17069549467705436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W598928159","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25450292,0.00028203253,0.00032544098,0.7069239,0.0026183324,0.0011082671,0.0006938097,0.0002829402,0.033262372],"genre_scores_gemma":[0.046451867,0.0032800618,0.0011561896,0.6541098,0.0026810188,0.00002627293,0.0018266777,0.00020575896,0.29026237],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99667335,0.0007579694,0.00047175065,0.0007284958,0.00052198843,0.00084647635],"domain_scores_gemma":[0.996839,0.0008804972,0.00094050606,0.0009228454,0.000276189,0.00014095662],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004198038,0.0004411192,0.0008601813,0.00032100093,0.0016470093,0.0000074010322,0.0007159887,0.0010577763,0.008696734],"category_scores_gemma":[0.00009731127,0.0005477155,0.0003385101,0.0002467523,0.00043619174,0.00033494827,0.0007741993,0.0032800583,0.0053312154],"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":[0.00009757894,0.00006834661,0.008020727,0.00038938873,0.00022048694,0.00053722534,0.009507224,2.5462995e-7,0.0001245613,0.0000030364727,0.9807379,0.00029322502],"study_design_scores_gemma":[0.00060781353,0.000107191045,0.005579983,0.0002952341,0.00009749599,0.000036509457,0.008493526,0.0000016269776,0.000004572138,0.000023134673,0.9842914,0.00046156248],"about_ca_topic_score_codex":0.0047632735,"about_ca_topic_score_gemma":0.000049784263,"teacher_disagreement_score":0.257,"about_ca_system_score_codex":0.00025746797,"about_ca_system_score_gemma":0.00038468314,"threshold_uncertainty_score":0.99969745},"labels":[],"label_agreement":null},{"id":"W608387973","doi":"","title":"Changes in shelf waters due to air-sea fluxes and their influence on the Arctic Ocean circulation as simulated in the OCCAM global ocean model","year":2005,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":7,"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":"Boundary current; Geology; Oceanography; Circumpolar deep water; Arctic; Ocean current; North Atlantic Deep Water; Continental shelf; Sea ice; Current (fluid); Thermohaline circulation; Ocean gyre; Canada Basin; Arctic geoengineering; Climatology; Arctic ice pack; Drift ice","score_opus":0.015613780202927113,"score_gpt":0.19800083893828005,"score_spread":0.18238705873535294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W608387973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99593467,0.000030823856,0.000014078099,0.002008695,0.00004745831,0.00052415964,0.000054996915,0.000016170205,0.0013689242],"genre_scores_gemma":[0.99917394,0.00006395603,0.000025016943,0.00035588068,0.000014037771,1.9274556e-7,0.0002808842,0.0000025959264,0.0000835091],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890023,0.00011598105,0.0001419445,0.00035355033,0.00024131268,0.00024697412],"domain_scores_gemma":[0.9994512,0.00012293643,0.0001205794,0.00018851746,0.000057799058,0.000058955877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034548965,0.00020470866,0.0002460709,0.0001025045,0.00025867525,0.000027064332,0.0003594881,0.0001594538,0.0001942449],"category_scores_gemma":[0.00006104604,0.00013727424,0.000053238862,0.00032500637,0.00008914262,0.00013804944,0.000032708,0.00023906447,0.00008114846],"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":[0.00032716792,0.000046399913,0.5910195,0.00004395051,0.000028082606,0.000013784923,0.03713996,0.3672013,0.0000069645116,0.0001707738,0.000028693454,0.0039734384],"study_design_scores_gemma":[0.0002130242,0.000084184314,0.94051653,0.00008903701,0.000011142358,0.0000013054247,0.03285422,0.023839185,0.000006923191,0.0021697609,0.00005441667,0.00016029597],"about_ca_topic_score_codex":0.008898315,"about_ca_topic_score_gemma":0.049805757,"teacher_disagreement_score":0.34949702,"about_ca_system_score_codex":0.000030166173,"about_ca_system_score_gemma":0.00002543382,"threshold_uncertainty_score":0.9977015},"labels":[],"label_agreement":null},{"id":"W61223546","doi":"","title":"Medieval Anglo-Jewry: the archaeological evidence","year":2003,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":5,"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":"Judaism; Audience measurement; History; Context (archaeology); Classics; Jewish history; Jewish studies; Archaeology; Law; Political science","score_opus":0.07084358105013042,"score_gpt":0.21010971278762824,"score_spread":0.13926613173749783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W61223546","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018540197,0.0020914178,0.00019932092,0.004287239,0.00072079117,0.00037455632,0.00006697835,0.00008543748,0.99032027],"genre_scores_gemma":[0.072109394,0.0015652978,0.0001478651,0.00036454672,0.0003006219,9.797795e-7,0.000012077595,0.000024624054,0.9254746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859846,0.00007189206,0.00020366035,0.00045645295,0.000374231,0.00029532652],"domain_scores_gemma":[0.9986416,0.00034416607,0.00030295848,0.00043043552,0.00018445801,0.00009634242],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003341737,0.00030848847,0.00054554455,0.00010432847,0.0011514213,0.000008114278,0.0007082032,0.00026394575,0.03473916],"category_scores_gemma":[0.00007000741,0.00025244744,0.0003599459,0.00001609299,0.006492004,0.00010166468,0.0007404185,0.0007082213,0.0010586722],"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":[0.00011832205,0.000027829772,0.00028803042,0.00005163978,0.0002668313,0.00007191127,0.07259071,8.532337e-7,9.906e-7,0.91179657,0.011982156,0.0028041324],"study_design_scores_gemma":[0.00017572746,0.000109188855,0.00032119133,0.00013136199,0.00014620113,0.0000045559204,0.0041730423,0.0000021119486,0.0000011519845,0.059155144,0.93550277,0.00027755473],"about_ca_topic_score_codex":0.0004460145,"about_ca_topic_score_gemma":0.0023978278,"teacher_disagreement_score":0.9235206,"about_ca_system_score_codex":0.00010487804,"about_ca_system_score_gemma":0.000049650793,"threshold_uncertainty_score":0.9999928},"labels":[],"label_agreement":null},{"id":"W62260996","doi":"","title":"High resolution palaeoceanography and palaeoclimatology from late Holocene laminated sediments, Saanich Inlet, British Columbia","year":2000,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":2,"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":"Varve; Diatom; Meltwater; Terrigenous sediment; Chaetoceros; Oceanography; Geology; Holocene; Biogenic silica; Spring bloom; Bloom; Sediment trap; Sediment; Glacial period; Geomorphology; Phytoplankton; Water column; Ecology; Biology","score_opus":0.006664856182908067,"score_gpt":0.18220376006701575,"score_spread":0.17553890388410767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W62260996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934484,0.00081936654,0.0000055302103,0.000059239348,0.00036056965,0.00036803307,0.0008229579,0.00007728885,0.0040386324],"genre_scores_gemma":[0.9823492,0.0020218003,0.00048925576,0.000029262119,0.000022516992,4.4023565e-7,0.009358487,0.000010586811,0.005718412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997644,0.00034791566,0.00030327862,0.00082174095,0.00031627313,0.0005667933],"domain_scores_gemma":[0.99878323,0.00020383888,0.00032942675,0.00035283656,0.0001262628,0.00020442644],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031043452,0.00025987785,0.00071526563,0.00024554718,0.00058553356,0.00006409812,0.0004945169,0.0010141019,0.028246684],"category_scores_gemma":[0.00002794429,0.0004384202,0.00015402857,0.00035847182,0.00063396967,0.00018667064,0.00005289129,0.0007535475,0.00042464305],"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":[0.00042116677,0.00004006336,0.9932853,0.000092691254,0.00021173162,0.00025762952,0.001074395,0.000018081339,0.000004006871,0.000003848701,0.00050408166,0.0040869927],"study_design_scores_gemma":[0.0011488412,0.000104365914,0.9938937,0.0001603642,0.00013757948,0.000033297394,0.002065497,0.0002567199,0.0000148186655,0.0013257863,0.0004977902,0.00036123654],"about_ca_topic_score_codex":0.10088837,"about_ca_topic_score_gemma":0.39851052,"teacher_disagreement_score":0.29762214,"about_ca_system_score_codex":0.00000426196,"about_ca_system_score_gemma":0.00010992525,"threshold_uncertainty_score":0.99980676},"labels":[],"label_agreement":null},{"id":"W637734550","doi":"","title":"An exploration of contemporary approaches to advanced nursing practice education in history taking and physical assessment","year":2005,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Cultural Competency in Health Care","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":"Northern ireland; Nursing; Medical education; Medicine; History; Ethnology","score_opus":0.1867824145971491,"score_gpt":0.3787274317485121,"score_spread":0.191945017151363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W637734550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96934813,0.000079308025,0.0012065527,0.0027795832,0.00011126923,0.0004299924,0.000001985962,0.000021774618,0.02602141],"genre_scores_gemma":[0.986153,0.000013615561,0.013609754,0.00004336584,0.000056723118,0.0000013940809,0.0000061494816,0.0000037506884,0.00011221848],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99909717,0.00022898152,0.00011381672,0.00020829281,0.00023949821,0.000112265865],"domain_scores_gemma":[0.9993201,0.0000780979,0.00025135625,0.00012796276,0.0001240779,0.00009842725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040577643,0.00006320864,0.0001453823,0.00010617148,0.00013063534,0.0000062341724,0.00014182455,0.00004701034,0.000042977914],"category_scores_gemma":[0.00009151071,0.00008323844,0.000026318441,0.00013927728,0.00016965087,0.0019235956,0.000026823736,0.000113953414,0.0000037033728],"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":[0.00012840024,0.00066753756,0.008088087,0.000054824286,0.0000076545975,0.0000010315042,0.7719493,0.00037004938,0.0014352922,0.03461391,0.00007999786,0.18260393],"study_design_scores_gemma":[0.00041298845,0.00011184739,0.06429911,0.00024069953,0.000013790135,4.074237e-7,0.91946435,0.00068639213,0.00007928101,0.0010778251,0.013435973,0.0001773369],"about_ca_topic_score_codex":0.002851956,"about_ca_topic_score_gemma":0.00107688,"teacher_disagreement_score":0.18242659,"about_ca_system_score_codex":0.0007321593,"about_ca_system_score_gemma":0.0006742029,"threshold_uncertainty_score":0.43113235},"labels":[],"label_agreement":null},{"id":"W642766645","doi":"","title":"Toronto’s culturally driven gentrification: the creative class of West Queen West","year":2007,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":3,"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":"Gentrification; American west; Queen (butterfly); North west; Class (philosophy); Creative class; West coast; Twin cities; West virginia; Sociology; Geography; Ethnology; Political science; Metropolitan area; Creativity; Archaeology; Economic growth; Economics; Geology","score_opus":0.02701751578369226,"score_gpt":0.25507590554268833,"score_spread":0.22805838975899606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W642766645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8285081,0.000059630624,0.00062516786,0.007096706,0.0002049213,0.0005668694,0.000027192707,0.000052734984,0.16285868],"genre_scores_gemma":[0.94818425,0.00013917325,0.00051767204,0.00003046773,0.00006789267,3.7038873e-7,0.000012363054,0.0000041254452,0.0510437],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988728,0.00008369492,0.00018176682,0.00020835201,0.00040256933,0.0002508081],"domain_scores_gemma":[0.9989814,0.00008421696,0.00027642614,0.0002101295,0.0003283825,0.000119400844],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005528768,0.000106731626,0.00018377468,0.000026852638,0.0005966545,0.000019715131,0.00055220886,0.00013691204,0.0076122154],"category_scores_gemma":[0.00005677438,0.000090788686,0.000113395705,0.00021862882,0.0006783056,0.00026705727,0.0001237416,0.0001355783,0.00009295997],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003094423,0.0003719186,0.1614065,0.00004098883,0.00045803265,0.000029151752,0.7118852,0.000045676807,0.0015082825,0.05176546,0.037952464,0.034226846],"study_design_scores_gemma":[0.00031152644,0.000024987547,0.36830774,0.00003133592,0.000028273553,6.165241e-7,0.375017,0.0000046641217,0.00048498233,0.00007655361,0.25557026,0.00014205524],"about_ca_topic_score_codex":0.06548346,"about_ca_topic_score_gemma":0.038394954,"teacher_disagreement_score":0.33686826,"about_ca_system_score_codex":0.00031242915,"about_ca_system_score_gemma":0.00015686962,"threshold_uncertainty_score":0.99329495},"labels":[],"label_agreement":null},{"id":"W646941161","doi":"","title":"Microdistribution and reproductive ecology of Kiwa n. sp. associated with hydrothermal vent fields on the East Scotia Ridge, Southern Ocean","year":2012,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1,"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":"Hydrothermal vent; Ridge; Ecology; Oceanography; Nova scotia; Geography; Hydrothermal circulation; Geology; Biology; Environmental science; Paleontology","score_opus":0.011552564659524242,"score_gpt":0.18230849700853857,"score_spread":0.17075593234901432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W646941161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985358,0.0000020988339,0.0000915213,0.0004877024,0.00002333414,0.00021698508,0.000052301704,0.000009348858,0.013758721],"genre_scores_gemma":[0.99877113,0.0000030475553,0.0000393029,0.000020277805,0.000012790324,2.3585964e-7,0.0000133687545,0.0000053960953,0.0011344751],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991879,0.000097007585,0.000076825425,0.00021570413,0.0002014355,0.00022116094],"domain_scores_gemma":[0.9994846,0.000045691497,0.00012338227,0.00025813893,0.000020592568,0.000067583256],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041166967,0.00008773888,0.00013704076,0.000024908772,0.0001336079,0.00000451508,0.00019784726,0.00007484908,0.0058743735],"category_scores_gemma":[0.0000541206,0.00007399538,0.000040599913,0.00012640987,0.0006054294,0.00009922406,0.00029481715,0.000172625,0.00009808292],"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":[0.00016878887,0.00019239634,0.99156946,0.00000660062,0.00004945972,0.0000024600813,0.005865999,0.000023343697,0.00052161247,0.00013137306,0.00025050723,0.0012179696],"study_design_scores_gemma":[0.0005054777,0.00019655646,0.9882253,0.000014582784,0.000024430814,0.000003328878,0.0075213197,0.00008554281,0.0017924013,0.000099936915,0.0014011385,0.00013002133],"about_ca_topic_score_codex":0.001401878,"about_ca_topic_score_gemma":0.00036337497,"teacher_disagreement_score":0.013413118,"about_ca_system_score_codex":0.0000737699,"about_ca_system_score_gemma":0.000010905668,"threshold_uncertainty_score":0.9950344},"labels":[],"label_agreement":null},{"id":"W649924268","doi":"","title":"In Pietri's footsteps: reconstructing the 1908 Olympic Marathon","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Sport and Mega-Event Impacts","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":"Amateur; Windsor; Stadium; Miami; Yard; Race (biology); Ephemeral key; History; Capital (architecture); Archaeology; Sociology; Gender studies","score_opus":0.04163094237532734,"score_gpt":0.2516236152177825,"score_spread":0.20999267284245515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W649924268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95328885,0.00003400378,0.00008106895,0.0011720386,0.00033320897,0.00023843873,0.000004355633,0.000039547584,0.04480849],"genre_scores_gemma":[0.99220705,0.00012729004,0.0004024323,0.00009115405,0.000072995856,3.0947362e-7,0.0000020635055,0.0000064379587,0.0070902775],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988401,0.00011402097,0.0001375619,0.00022855465,0.00033371378,0.00034607947],"domain_scores_gemma":[0.9992694,0.00009659523,0.00017494596,0.00024520807,0.000059348695,0.00015447394],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000715658,0.00010315778,0.00019947159,0.00015379909,0.00069452793,0.000011622728,0.0004569599,0.000120362936,0.0018526352],"category_scores_gemma":[0.00015582588,0.00010751059,0.00012046395,0.00051711703,0.00061518024,0.000352215,0.00011047358,0.00020671208,0.0001658174],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001483957,0.00019419834,0.64106596,0.000027653843,0.00006555139,0.00022556097,0.32761985,0.000019325998,0.000511049,0.0115944045,0.0030862335,0.015441851],"study_design_scores_gemma":[0.0027644846,0.00007545317,0.329703,0.00019159637,0.000047071946,0.00004863639,0.15859522,0.00006310653,0.0006611865,0.0023237888,0.5048777,0.00064874574],"about_ca_topic_score_codex":0.009186749,"about_ca_topic_score_gemma":0.0020029568,"teacher_disagreement_score":0.5017915,"about_ca_system_score_codex":0.00012535807,"about_ca_system_score_gemma":0.0002949522,"threshold_uncertainty_score":0.9990598},"labels":[],"label_agreement":null},{"id":"W652875392","doi":"","title":"Developing partnerships in social work education in Britain","year":2000,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Research in Social Sciences","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":"Social work; Welfare; Sociology; Refugee; Gender studies; Social Welfare; Political science; Law","score_opus":0.11463069738142637,"score_gpt":0.33551702531982974,"score_spread":0.22088632793840338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W652875392","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052862905,0.000075256154,0.000024613537,0.0038237157,0.00016740743,0.00058453507,0.000008605892,0.000039088078,0.94241387],"genre_scores_gemma":[0.4614933,0.0007346607,0.0010614054,0.00006917656,0.00033329093,0.0000022327122,0.000022793865,0.000028023656,0.5362551],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749804,0.00025905782,0.00026012186,0.0005141198,0.00092838856,0.0005402938],"domain_scores_gemma":[0.9991422,0.00015454332,0.00024728218,0.0001801113,0.000121918296,0.00015391306],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018323709,0.00019459962,0.00041245337,0.00052981795,0.0007412963,0.00005150173,0.00097580766,0.0005522596,0.0066434005],"category_scores_gemma":[0.00011003848,0.0002832689,0.00015592885,0.00057979854,0.0014205184,0.00033006122,0.0001934035,0.00061565917,0.00041058453],"study_design_candidate":"theoretical_or_conceptual","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":[0.00009257772,0.00008786677,0.021664292,0.000043193075,0.000025209138,0.00004026269,0.102420256,0.000003444722,0.0000017508233,0.70789814,0.0013978961,0.16632512],"study_design_scores_gemma":[0.0004338412,0.000014898052,0.04041009,0.0006244214,0.000011489502,2.732301e-7,0.060939725,0.0000017930681,0.000002078135,0.20722085,0.68972963,0.000610879],"about_ca_topic_score_codex":0.008210154,"about_ca_topic_score_gemma":0.03299819,"teacher_disagreement_score":0.6883318,"about_ca_system_score_codex":0.0012074625,"about_ca_system_score_gemma":0.003204503,"threshold_uncertainty_score":0.999962},"labels":[],"label_agreement":null},{"id":"W657930496","doi":"","title":"Cultural facilities as important elements of a sustainable city: the example of Toronto, Canada","year":2005,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Cultural Industries and Urban Development","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":"Geography; Environmental planning; Architectural engineering; Business; Engineering","score_opus":0.032106141191227906,"score_gpt":0.2259503489913473,"score_spread":0.1938442078001194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W657930496","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14545804,0.00052199524,0.0000050054246,0.0010170297,0.00016278806,0.00085238804,0.00031721455,0.000022013788,0.8516435],"genre_scores_gemma":[0.10736027,0.0005385754,0.000072514194,0.000019121133,0.00004180836,5.1928606e-7,0.0000339674,0.000007742316,0.89192545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811363,0.00003564144,0.0004133659,0.00027934441,0.000806836,0.0003511627],"domain_scores_gemma":[0.99822193,0.00005707513,0.0007790949,0.00030267253,0.00051625347,0.00012294081],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044701068,0.000219765,0.00046176134,0.000030487483,0.00045685138,0.000015602043,0.0006446169,0.00022453962,0.032329876],"category_scores_gemma":[0.000050219125,0.00019758979,0.00018692264,0.000044991775,0.00071714673,0.00020033904,0.00033423904,0.00020991956,0.000006810144],"study_design_candidate":"not_applicable","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":[0.00025167956,0.00011029745,0.011413622,0.00034642953,0.0013839093,0.00010122964,0.2489784,0.000010096924,0.000045200235,0.57602113,0.14904583,0.0122921495],"study_design_scores_gemma":[0.00018289192,0.000023560442,0.0009112074,0.000056694054,0.000041634295,5.6986335e-7,0.20445101,6.545369e-7,0.00003719264,0.0007186966,0.79340154,0.00017435495],"about_ca_topic_score_codex":0.98911494,"about_ca_topic_score_gemma":0.95940804,"teacher_disagreement_score":0.6443557,"about_ca_system_score_codex":0.0009467709,"about_ca_system_score_gemma":0.0017156089,"threshold_uncertainty_score":0.96855474},"labels":[],"label_agreement":null},{"id":"W6892442306","doi":"10.5258/soton/d2245","title":"Dataset for the publication 'Classical Imaging with Undetected Photons using Four-wave Mixing in Silicon Core Fibers'","year":2022,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"","field":"","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":"University of Toronto","funders":"Engineering and Physical Sciences Research Council","keywords":"Raw data; Experimental data; Mixing (physics); Photonics; Core (optical fiber); Data acquisition; Data processing; Data transmission","score_opus":0.07191305646026233,"score_gpt":0.2602395539191022,"score_spread":0.18832649745883986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6892442306","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020824768,0.000024013025,0.0008599065,0.00033435324,0.0001631125,0.0023322948,0.97535133,0.000078162055,0.000032065756],"genre_scores_gemma":[0.0052254987,0.000013805931,0.0013869669,0.00008354736,0.000044063585,0.00001961992,0.99301845,0.000104485094,0.00010358671],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99614114,0.0002929371,0.00046329084,0.0013274159,0.0009687792,0.00080643693],"domain_scores_gemma":[0.9952323,0.0008014468,0.0012821566,0.002154527,0.00031755434,0.00021200147],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012693747,0.00062709476,0.00081690104,0.0011425584,0.0010413073,0.000117732474,0.0018310354,0.00029230176,0.013657385],"category_scores_gemma":[0.00031804937,0.0006676427,0.00026912818,0.001430607,0.0008352905,0.00064201874,0.0015659338,0.0014438417,0.00015562597],"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":[0.0010793742,0.00029719327,0.00068194553,0.0002373756,0.00036881914,0.00012941574,0.0011075031,0.0005390761,0.0010896592,0.00001751007,0.9940674,0.00038476562],"study_design_scores_gemma":[0.0035880783,0.00008951472,0.0018713978,0.000250833,0.0007539597,0.00008826361,0.010814606,0.019791503,0.000086489876,0.000055691784,0.96165925,0.0009503959],"about_ca_topic_score_codex":0.0074352487,"about_ca_topic_score_gemma":0.0060209027,"teacher_disagreement_score":0.032408096,"about_ca_system_score_codex":0.0012524816,"about_ca_system_score_gemma":0.00065557775,"threshold_uncertainty_score":0.99957746},"labels":[],"label_agreement":null},{"id":"W6893665287","doi":"10.5281/zenodo.3350841","title":"The Einstein Toolkit","year":2025,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Perimeter Institute; University of British Columbia","funders":"Science and Technology Facilities Council","keywords":"Einstein; Software; Core (optical fiber); Gravitation; Theory of relativity; Work (physics); Key (lock)","score_opus":0.007706599375394859,"score_gpt":0.1956097098889815,"score_spread":0.18790311051358663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893665287","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009582359,0.00030341125,0.00072646193,0.00025375772,0.00048730432,0.00074523146,0.00065883447,0.00056982954,0.99529696],"genre_scores_gemma":[0.0045901495,0.00019508135,0.00083041494,0.000024143823,0.00008310556,8.39705e-7,0.00005873687,0.00036304668,0.99385446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978105,0.00017581305,0.00020486067,0.0007047209,0.00059659034,0.00050753145],"domain_scores_gemma":[0.9974101,0.00013489976,0.0006157459,0.0015658707,0.00012730794,0.0001460804],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044759616,0.00043965224,0.000604014,0.0005425622,0.00039809346,0.00003943801,0.0018902287,0.0005301505,0.024875145],"category_scores_gemma":[0.00009218613,0.00045670554,0.000421821,0.0005206564,0.0008302241,0.00008057067,0.0009675537,0.0005616453,0.025152253],"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":[0.00013503694,0.000109401575,0.0010917496,0.0001373567,0.0006888452,0.000046292327,0.000983819,0.0000042718775,0.00009745931,0.008074524,0.9797209,0.008910352],"study_design_scores_gemma":[0.0008439117,0.000018621127,0.0014874394,0.00041149856,0.00014373397,0.0000015165327,0.0029818271,0.000021957523,0.000048904207,0.00031940118,0.9933076,0.00041362495],"about_ca_topic_score_codex":0.0051147263,"about_ca_topic_score_gemma":0.0034483448,"teacher_disagreement_score":0.013586673,"about_ca_system_score_codex":0.00019901624,"about_ca_system_score_gemma":0.00036055193,"threshold_uncertainty_score":0.99978846},"labels":[],"label_agreement":null},{"id":"W6903008257","doi":"10.10161/j.jsxm.2017.04.287","title":"Uptake of rapid point-of-care HIV testing among gay and bisexual men in Vancouver, Canada","year":2017,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Human immunodeficiency virus (HIV); Population; Public health; MEDLINE; Pandemic; Epidemiology; Disease","score_opus":0.021792793837058747,"score_gpt":0.21588665834876902,"score_spread":0.1940938645117103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903008257","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.352323,0.00035398407,0.000038904964,0.000012693138,0.00043021052,0.0010862115,0.0025683392,0.00011269083,0.643074],"genre_scores_gemma":[0.79261225,0.00007055248,0.004291943,0.0000047315257,0.00006419756,0.0000012949283,0.00013244378,0.00055368204,0.20226888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757326,0.00011787511,0.0003662118,0.0007712336,0.0006938972,0.000477543],"domain_scores_gemma":[0.9962871,0.000112624795,0.001992773,0.0011349928,0.00024638948,0.0002261054],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039523738,0.0004927033,0.0012359583,0.0008381731,0.00013569111,0.000010105873,0.0010836889,0.00042587472,0.003390237],"category_scores_gemma":[0.00022826476,0.00065772183,0.00013492038,0.00031360236,0.0011411096,0.00019568535,0.000772929,0.0004570239,0.000043235483],"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":[0.0004451036,0.00026385818,0.5923241,0.0030976909,0.00085449655,0.0003771854,0.015223035,0.00007434512,0.0011232347,0.0000864975,0.36965108,0.016479375],"study_design_scores_gemma":[0.012796995,0.0003616569,0.6043273,0.010591896,0.0007081455,0.000010831208,0.12489238,0.00061119697,0.00087763276,0.000113360824,0.24164361,0.003064992],"about_ca_topic_score_codex":0.7323171,"about_ca_topic_score_gemma":0.9114144,"teacher_disagreement_score":0.4408051,"about_ca_system_score_codex":0.00036714153,"about_ca_system_score_gemma":0.0009649512,"threshold_uncertainty_score":0.9995874},"labels":[],"label_agreement":null},{"id":"W6903289497","doi":"10.1175/1520-0485(2003)033&lt;1798:cconav&gt;2.0.co;2","title":"Chlorofluorocarbon constraints on North Atlantic ventilation","year":2003,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Oceanographic and Atmospheric Processes","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":"Thermocline; Chlorofluorocarbon; North Atlantic Deep Water; Subtropics; Mode water; Water mass; General Circulation Model; Thermohaline circulation; Ocean current","score_opus":0.010112417062515531,"score_gpt":0.16437284521668755,"score_spread":0.154260428154172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903289497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685374,0.000035493835,0.0010836181,0.000025936673,0.00012087479,0.0001104462,0.000017149929,0.000043122003,0.030025944],"genre_scores_gemma":[0.9987744,0.000052677926,0.0008229743,0.000031735406,0.000011306108,2.351308e-8,0.000037259262,0.0000025095846,0.00026707875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991884,0.00003897152,0.00009908433,0.0002466959,0.00022439203,0.00020245937],"domain_scores_gemma":[0.9995282,0.000046812936,0.000117767915,0.00016451017,0.000039975228,0.00010268993],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012837276,0.00011475557,0.00015981981,0.00004234322,0.00016933962,0.000011049454,0.00018386278,0.000061738574,0.008628854],"category_scores_gemma":[0.000025493051,0.00012489282,0.000082523715,0.0002825418,0.00025564418,0.00013977285,0.000009088076,0.000114018265,0.0004039288],"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":[0.000049605635,0.00003156105,0.9874987,0.000022357675,0.00002489129,0.000014063239,0.0005237896,0.00024610345,0.000009240922,0.00026867562,0.000046144938,0.01126484],"study_design_scores_gemma":[0.000415508,0.00008131362,0.99461114,0.000033237193,0.000020709438,0.00000461985,0.0016819157,0.00034549204,0.00014724111,0.00036016968,0.0021353487,0.00016331165],"about_ca_topic_score_codex":0.0005649572,"about_ca_topic_score_gemma":0.00061961444,"teacher_disagreement_score":0.03023702,"about_ca_system_score_codex":0.0000041676753,"about_ca_system_score_gemma":0.000051380695,"threshold_uncertainty_score":0.9922774},"labels":[],"label_agreement":null},{"id":"W6911037367","doi":"10.5061/dryad.nc3f2","title":"Data from: Fish and tetrapod communities across a marine to brackish salinity gradient in the Pennsylvanian (early Moscovian) Minto Formation of New Brunswick, Canada, and their palaeoecological and palaeogeographical implications","year":2016,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Government of New Brunswick; University of New Brunswick; Acadia University","funders":"","keywords":"Pennsylvanian; Euryhaline; Fauna; Brackish water; Tetrapod (structure); Fish migration; Biogeography; Juvenile fish","score_opus":0.042645009913676084,"score_gpt":0.2554877072838813,"score_spread":0.21284269737020522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6911037367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5041816,0.000015855421,0.00003626047,0.0007013542,0.000020705073,0.00053852965,0.4944822,0.000011509964,0.000011959042],"genre_scores_gemma":[0.561011,0.00037185763,0.0002566688,0.00023429368,0.000025801275,0.0000024411509,0.43804863,0.00002372646,0.000025592506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974673,0.0004652618,0.00049210596,0.00068604783,0.00039947845,0.00048985274],"domain_scores_gemma":[0.99590886,0.0009242128,0.0005763187,0.0020504363,0.00016116677,0.00037899613],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009758781,0.0004617107,0.0008156136,0.0003035979,0.0004603112,0.00009375534,0.0021038253,0.00037712776,0.00034548846],"category_scores_gemma":[0.00018385604,0.00039806977,0.000075529446,0.0004262321,0.0011374592,0.0005372848,0.0040311674,0.0007228865,0.000016237876],"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":[0.0005192803,0.00040956508,0.55367815,0.00024220765,0.00027614384,0.000024547828,0.024964899,8.140027e-7,0.000040794846,0.00006094057,0.41584864,0.003934033],"study_design_scores_gemma":[0.0013223483,0.00012511917,0.89333135,0.00017538067,0.00010025365,0.000018632954,0.0200647,0.000021494774,0.000004209066,0.0004402733,0.08401161,0.00038461149],"about_ca_topic_score_codex":0.9262608,"about_ca_topic_score_gemma":0.9976632,"teacher_disagreement_score":0.33965325,"about_ca_system_score_codex":0.00012658347,"about_ca_system_score_gemma":0.0005403995,"threshold_uncertainty_score":0.9998471},"labels":[],"label_agreement":null},{"id":"W6913163720","doi":"10.5683/sp3/jrsoo8","title":"Replication Data and Code for : Limited evidence for species-specific sensitivity of temperature-dependent fractionation of oxygen stable isotope in biominerals: a meta-analysis","year":2023,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"","field":"","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":"Université du Québec à Chicoutimi","funders":"","keywords":"Nucleofection; Gestational period; Dysgeusia; TSG101; Diafiltration; Liquation; Durvalumab; Triacetin; Fusible alloy","score_opus":0.26391158716098156,"score_gpt":0.3447323576748435,"score_spread":0.08082077051386194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6913163720","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027300196,0.00022308272,0.0041193543,0.00030181004,0.000064915504,0.0027126113,0.965231,0.000041740353,0.000005265573],"genre_scores_gemma":[0.02761317,0.00063565216,0.0037825417,0.000010256394,0.000030815438,0.000023916018,0.9669898,0.000059090067,0.00085475465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99565196,0.00050289236,0.00084499596,0.0018232233,0.00084004016,0.00033691304],"domain_scores_gemma":[0.9901118,0.002220588,0.0023998006,0.0039360602,0.0012238025,0.000107906395],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0062767924,0.00043876143,0.0021727113,0.002149672,0.00016990735,0.000039170292,0.0011594489,0.0004802688,0.0003171637],"category_scores_gemma":[0.0020713166,0.00052576174,0.0007794374,0.0020380921,0.00031710917,0.0008464352,0.0009856838,0.00033193087,0.000068424844],"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":[0.0026690948,0.0007672451,0.0009933264,0.0014487425,0.038636837,0.0000114536,0.0008691088,0.0013309072,0.06580662,0.00007123577,0.88728744,0.00010798861],"study_design_scores_gemma":[0.00619539,0.00039161692,0.070484206,0.00055435346,0.149526,0.000009147817,0.009838799,0.020175358,0.010587452,0.00036401013,0.7296191,0.0022545897],"about_ca_topic_score_codex":0.0059647346,"about_ca_topic_score_gemma":0.02370619,"teacher_disagreement_score":0.15766837,"about_ca_system_score_codex":0.00029385008,"about_ca_system_score_gemma":0.00021312508,"threshold_uncertainty_score":0.9997194},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W6922234632","doi":"10.1175/1520-0485(2002)032&lt;0627:lsbcat&gt;2.0.co;2","title":"Labrador Sea boundary currents and the fate of the Irminger Sea water","year":2002,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":6,"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":0.018735096142118927,"score_gpt":0.17179826608557605,"score_spread":0.15306316994345712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6922234632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99446464,0.00015999727,0.00007521223,0.00088273786,0.000096988566,0.00011895795,0.000046497567,0.000009199286,0.0041457773],"genre_scores_gemma":[0.9984468,0.00009118273,0.00008664136,0.000036170935,0.000012076165,4.3457668e-8,0.000012621823,0.0000013477795,0.0013130944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992068,0.00012114609,0.000097811986,0.00014740396,0.00029030707,0.00013653107],"domain_scores_gemma":[0.9995699,0.000046189067,0.000093456234,0.00019498533,0.00004857603,0.0000468931],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035653214,0.00007726027,0.00014795295,0.000053266882,0.0002945888,0.000017845932,0.0003109271,0.000034161574,0.008042507],"category_scores_gemma":[0.00001520331,0.000045678058,0.00011468045,0.00012246419,0.00045523557,0.00015769339,0.000057343717,0.00010065752,0.00019413004],"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":[0.00005083046,0.000021856362,0.9732888,0.000030048757,0.00009126835,9.760525e-7,0.01006172,0.00010952802,0.00006767262,0.000021388703,0.0003368045,0.01591913],"study_design_scores_gemma":[0.0017019147,0.000021148384,0.9708774,0.000047117228,0.00014274279,0.0000013092491,0.0044508246,0.013676932,0.0006925057,0.00065922964,0.007557062,0.00017182463],"about_ca_topic_score_codex":0.0017251688,"about_ca_topic_score_gemma":0.00094304164,"teacher_disagreement_score":0.015747307,"about_ca_system_score_codex":0.0000027928647,"about_ca_system_score_gemma":0.000007676388,"threshold_uncertainty_score":0.99286425},"labels":[],"label_agreement":null},{"id":"W6927203803","doi":"10.26078/c70c-cef6","title":"Data for: A Global Survey of the Application of Sea-Level Projections","year":2022,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"","field":"","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":"Geological Survey of Canada; Natural Resources Canada","funders":"Horizon 2020","keywords":"Nucleofection; Gestational period; TSG101; Hyporeflexia; Articular cartilage damage; Diafiltration; Proteogenomics; Liquation","score_opus":0.11864606033604248,"score_gpt":0.3079773205883084,"score_spread":0.18933126025226593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6927203803","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006648017,0.000014251195,0.0020611195,0.000032292133,0.00020126205,0.0021867089,0.9886847,0.000034922927,0.00013674077],"genre_scores_gemma":[0.0076582334,0.000016156797,0.0007772129,0.000005830727,0.000015014332,0.000007692462,0.99129206,0.000031791806,0.00019598553],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969345,0.00048359393,0.0004420823,0.0009142593,0.00091786624,0.00030771494],"domain_scores_gemma":[0.9925662,0.00022112067,0.001944723,0.0045687268,0.0006130985,0.00008611826],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018778815,0.00032600333,0.00074452366,0.000251288,0.00038339707,0.000008525154,0.005072071,0.00030043322,0.0033921096],"category_scores_gemma":[0.00046039026,0.00037394694,0.0002994781,0.0015072809,0.00068839034,0.00021085182,0.0047629382,0.00044597755,0.000104371706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038773505,0.0005810295,0.015398161,0.0004406763,0.00044834372,8.5080205e-7,0.00018874783,0.000058171518,0.000052151107,0.00008415673,0.9819328,0.0004271809],"study_design_scores_gemma":[0.0012057537,0.00006715993,0.16679087,0.00006944604,0.000519512,0.0000065331224,0.0016574232,0.0003547445,0.00002702442,0.00012273039,0.82880825,0.00037055812],"about_ca_topic_score_codex":0.099842444,"about_ca_topic_score_gemma":0.089114234,"teacher_disagreement_score":0.15312456,"about_ca_system_score_codex":0.00040406818,"about_ca_system_score_gemma":0.0009555625,"threshold_uncertainty_score":0.99987125},"labels":[],"label_agreement":null},{"id":"W6929703129","doi":"10.5061/dryad.2jk717g","title":"Data from: Species richness change across spatial scales","year":2019,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","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":"Université de Sherbrooke; McGill University; University of British Columbia","funders":"","keywords":"Species richness; Body size and species richness; Biodiversity; Spatial ecology; Extinction (optical mineralogy); Global change; Taxon; Macroecology","score_opus":0.08273545459618245,"score_gpt":0.30022865479500693,"score_spread":0.21749320019882448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6929703129","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012994907,0.00004766424,0.005013456,0.00009615962,0.00010241384,0.00037649143,0.98073447,0.000097670585,0.0005367879],"genre_scores_gemma":[0.0030084294,0.0005669203,0.0038475618,0.000023487444,0.00027805907,0.0000055404385,0.99024916,0.000029262554,0.001991566],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980939,0.000016891505,0.00022877977,0.000967234,0.00034214428,0.0003510241],"domain_scores_gemma":[0.9958776,0.00007888225,0.00057606434,0.0032581924,0.000095621326,0.000113624425],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012350197,0.00035484202,0.0005740226,0.00006683121,0.0002467277,0.000032525335,0.0031083103,0.0005741342,0.011224368],"category_scores_gemma":[0.000025788222,0.00045849252,0.00015215421,0.00012250649,0.00036429672,0.00026190392,0.0034864978,0.00064084446,0.0012708335],"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":[0.00013042039,0.00028743342,0.0018527157,0.0005546239,0.00019864783,0.000029135577,0.0005718706,0.000002712677,0.0018667917,0.000026947253,0.992454,0.0020246897],"study_design_scores_gemma":[0.00042873362,0.000008214565,0.00082961225,0.0001953414,0.000080446625,0.0000015869704,0.0012253711,0.000068994734,0.0014640416,0.00022263869,0.99498516,0.00048984267],"about_ca_topic_score_codex":0.0047118184,"about_ca_topic_score_gemma":0.0016045013,"teacher_disagreement_score":0.009986477,"about_ca_system_score_codex":0.00010005047,"about_ca_system_score_gemma":0.00005052455,"threshold_uncertainty_score":0.9997867},"labels":[],"label_agreement":null},{"id":"W6940959382","doi":"10.1175/1520-0426(2002)019&lt;1477:cmeota&gt;2.0.co;2","title":"CFD model estimates of the airflow distortion over research ships and the impact on momentum flux measurements","year":2002,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Mycorrhizal Fungi and Plant Interactions","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":"Anemometer; Airflow; Computational fluid dynamics; Turbulence; Wake; Flow (mathematics); Distortion (music); Momentum (technical analysis)","score_opus":0.07846959048003051,"score_gpt":0.25152697006867464,"score_spread":0.17305737958864414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6940959382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931259,0.000037599137,0.000023110286,0.0006752697,0.000046856745,0.00023216373,0.00021576433,0.000010051803,0.005633254],"genre_scores_gemma":[0.9985178,0.000067215784,0.00002265806,0.000011885817,0.000013953651,5.8243194e-7,0.000022119912,6.4100004e-7,0.0013431561],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911886,0.0001267089,0.00008812194,0.00016330685,0.0003485924,0.00015441347],"domain_scores_gemma":[0.99916595,0.0005088828,0.00008947865,0.00010254032,0.00008105332,0.000052085663],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004370592,0.00008232375,0.00012853855,0.000021158708,0.00039776965,0.000014920303,0.00028976167,0.000052713895,0.0051772543],"category_scores_gemma":[0.00009495781,0.000029169136,0.00012378447,0.00018362602,0.00010491961,0.00009484502,0.00012904323,0.00018609481,0.000100747835],"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":[0.0021619815,0.001133766,0.7591298,0.000063629595,0.00034940967,0.000004512495,0.013938889,0.0034773771,0.16159959,0.0047712564,0.031195944,0.022173807],"study_design_scores_gemma":[0.0013183986,0.00047820515,0.818622,0.00044934827,0.000110727975,0.00001127932,0.006726881,0.14507501,0.009829525,0.014673512,0.0022289217,0.00047616774],"about_ca_topic_score_codex":0.0023661912,"about_ca_topic_score_gemma":0.00013684618,"teacher_disagreement_score":0.15177007,"about_ca_system_score_codex":0.000040126513,"about_ca_system_score_gemma":0.0000047857156,"threshold_uncertainty_score":0.9957321},"labels":[],"label_agreement":null},{"id":"W6943762846","doi":"10.1594/pangaea.962897","title":"A global database of measured values of Li/Mg, Mg/Ca, Sr/Ca, Ba/Ca, U/Ca and Sr-U for coral and coralline algae paleoenvironment calibrations","year":2023,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"","field":"","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":"Université Laval","funders":"European Research Council; Natural Environment Research Council; Henry Royce Institute","keywords":"Coral; Coralline algae; Metadata; Robustness (evolution); Environmental change; Algae; Georeference; Marine conservation","score_opus":0.02755338617959458,"score_gpt":0.23833133875070714,"score_spread":0.21077795257111256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6943762846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7265126,0.002098042,0.015526425,0.00034265534,0.00070811674,0.00791851,0.22386152,0.00075866067,0.022273485],"genre_scores_gemma":[0.64854103,0.0044275657,0.055563446,0.00008680729,0.00041213454,0.000044449513,0.013130743,0.002741981,0.27505183],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9965618,0.0002199054,0.00055730646,0.0011743921,0.0009274615,0.00055911666],"domain_scores_gemma":[0.9967795,0.00015282855,0.0013215569,0.0011658306,0.00017190898,0.00040838929],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060620747,0.0006873172,0.0014091695,0.00056640594,0.00021393495,0.000023839002,0.0006965706,0.0005416905,0.0066028694],"category_scores_gemma":[0.00013094176,0.0008761358,0.00035226933,0.0004816121,0.0014838108,0.00031680352,0.0009506677,0.00027335028,0.00048891484],"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":[0.0055967215,0.0038743059,0.39465755,0.0067240316,0.0075289286,0.00023080487,0.010415627,0.0004490223,0.009278739,0.003405712,0.55360276,0.0042358227],"study_design_scores_gemma":[0.041068286,0.002209365,0.640135,0.008540334,0.0075774393,0.00006788757,0.030020123,0.020658672,0.0011925703,0.0026987132,0.239231,0.0066005867],"about_ca_topic_score_codex":0.00500053,"about_ca_topic_score_gemma":0.0074439384,"teacher_disagreement_score":0.31437173,"about_ca_system_score_codex":0.00021310938,"about_ca_system_score_gemma":0.00018850889,"threshold_uncertainty_score":0.9993689},"labels":[],"label_agreement":null},{"id":"W6948705007","doi":"10.5258/soton/d1658","title":"Data for DEff-ARTS: Differentiable Efficient Architecture Search","year":2022,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"Subterranean biodiversity and taxonomy","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":"Architecture; Systems architecture; Software; Key (lock); Feature (linguistics)","score_opus":0.08393746700395852,"score_gpt":0.22041684490819188,"score_spread":0.13647937790423337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6948705007","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017972752,0.00007691238,0.001060546,0.00011021308,0.0003840401,0.00070357445,0.9790974,0.00003513874,0.0005594084],"genre_scores_gemma":[0.0021879827,0.00005332173,0.0010156257,0.000058317873,0.000055744997,2.8931797e-7,0.9960387,0.000004767189,0.0005852626],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977708,0.000121239995,0.00017378751,0.0008942475,0.0005585892,0.0004813638],"domain_scores_gemma":[0.9977844,0.00026782148,0.00022750256,0.0014545866,0.000055764554,0.00020995176],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004920083,0.0002966679,0.0004784147,0.00033495287,0.0007801631,0.000044716253,0.0028043655,0.00022896045,0.25821054],"category_scores_gemma":[0.0000356544,0.00034492454,0.00022175343,0.00023629812,0.0003045383,0.00011639558,0.0009167252,0.00061012054,0.00052104413],"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":[0.00035347516,0.00010815189,0.0032243773,0.00028710978,0.00019151827,0.00003820618,0.00031933116,0.0018910464,8.9534e-7,0.0000022178967,0.99069524,0.002888443],"study_design_scores_gemma":[0.00081073353,0.00011508761,0.0050815884,0.000029411896,0.0001625665,0.000007134972,0.002722166,0.0009637248,0.000002776558,0.00002198595,0.989715,0.00036783598],"about_ca_topic_score_codex":0.010470247,"about_ca_topic_score_gemma":0.0042704777,"teacher_disagreement_score":0.2576895,"about_ca_system_score_codex":0.000023012219,"about_ca_system_score_gemma":0.00016708764,"threshold_uncertainty_score":0.9999003},"labels":[],"label_agreement":null},{"id":"W6948781980","doi":"10.5258/soton/d2233","title":"UKRI (return 2020-2021 University of Southampton","year":2021,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","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":"Block (permutation group theory); Quarter (Canadian coin); Work (physics); Government (linguistics)","score_opus":0.011044567844821492,"score_gpt":0.19857966926865975,"score_spread":0.18753510142383825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6948781980","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04759232,0.00025153064,0.00027452438,0.00012801685,0.0006538117,0.00086077314,0.94810075,0.00014198868,0.0019963183],"genre_scores_gemma":[0.009545517,0.0010144545,0.0014938542,0.000027934877,0.00019597825,3.660454e-7,0.98044413,0.00015907302,0.007118662],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99318016,0.00076271646,0.000714188,0.002262607,0.0018945802,0.0011857575],"domain_scores_gemma":[0.9916122,0.0002850779,0.0024556986,0.0037706182,0.0011433334,0.00073309516],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010843567,0.0012129593,0.0025411665,0.0010920304,0.0006174117,0.000048202437,0.0037883443,0.0017011653,0.07418802],"category_scores_gemma":[0.00024483365,0.0018310832,0.0016037476,0.0019144219,0.001829805,0.00054408907,0.0038107412,0.0020734975,0.011449306],"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":[0.00070507947,0.00079559645,0.0017862271,0.0007598712,0.0012733832,0.0013020383,0.0034265881,0.000055624565,0.0010077955,0.000018967687,0.98830056,0.0005682597],"study_design_scores_gemma":[0.0033936738,0.0001407372,0.003426835,0.0009877163,0.0012720174,0.000042552747,0.03112277,0.000071284754,0.00040640534,0.000076417695,0.9574206,0.0016390035],"about_ca_topic_score_codex":0.0166168,"about_ca_topic_score_gemma":0.0072009386,"teacher_disagreement_score":0.06273871,"about_ca_system_score_codex":0.00073036476,"about_ca_system_score_gemma":0.001330273,"threshold_uncertainty_score":0.9995948},"labels":[],"label_agreement":null},{"id":"W6949750192","doi":"10.5281/zenodo.264282","title":"pydata/xarray: v0.9.1","year":2017,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Section (typography); Representation (politics); Frame (networking); Set (abstract data type)","score_opus":0.019056260372927646,"score_gpt":0.22180304544634385,"score_spread":0.2027467850734162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949750192","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019750656,0.00014602442,0.0008196116,0.00010035635,0.0005853058,0.000766703,0.00273325,0.0008696998,0.992004],"genre_scores_gemma":[0.008726067,0.00012888182,0.0029683239,0.000016494289,0.00022663729,7.249869e-7,0.00041159624,0.0009738844,0.9865474],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997014,0.00012938799,0.00019332008,0.001168413,0.0008251785,0.0006697319],"domain_scores_gemma":[0.9946798,0.000036286496,0.0015291055,0.0032546204,0.000136869,0.00036333362],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004368141,0.0006638695,0.001095899,0.0009402422,0.00037835678,0.00004959036,0.0029360696,0.00089279795,0.07463462],"category_scores_gemma":[0.000100644815,0.0008999787,0.00050608395,0.00020007414,0.0012091133,0.0002700815,0.0013198736,0.00069537846,0.0690789],"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":[0.00010513785,0.00017274077,0.0025962756,0.00021379555,0.0006022007,0.00018114563,0.0014430018,0.0000017225168,0.00039035696,0.0004578146,0.99051964,0.0033161675],"study_design_scores_gemma":[0.0014873216,0.000030377056,0.0030111794,0.0007266184,0.00020843105,0.000009114327,0.0011843056,0.000016760943,0.00008496492,0.00015337464,0.9922431,0.0008444546],"about_ca_topic_score_codex":0.008853685,"about_ca_topic_score_gemma":0.0034317404,"teacher_disagreement_score":0.006751001,"about_ca_system_score_codex":0.00020851026,"about_ca_system_score_gemma":0.00025423555,"threshold_uncertainty_score":0.99934506},"labels":[],"label_agreement":null},{"id":"W6950753837","doi":"10.5683/sp2/zdf9rp","title":"Data from: Species richness change across spatial scales","year":2021,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"Radioactive contamination and transfer","field":"Environmental 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":"Université de Sherbrooke; McGill University; University of British Columbia","funders":"","keywords":"Species richness; Body size and species richness; Biodiversity; Spatial ecology; Extinction (optical mineralogy); Global change; Taxon; Macroecology","score_opus":0.06310605130542965,"score_gpt":0.25669216349423013,"score_spread":0.19358611218880048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950753837","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04000216,0.000033286353,0.0012671857,0.00017382823,0.00036378656,0.00027728523,0.957002,0.000026020396,0.0008544838],"genre_scores_gemma":[0.027024696,0.0003200114,0.00021885119,0.00007341533,0.00012652829,0.0000011029371,0.9705901,0.000015004891,0.0016302709],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979321,0.00010856045,0.00016832758,0.000908559,0.0005756992,0.00030677576],"domain_scores_gemma":[0.9980931,0.000073667194,0.00018919069,0.0014672128,0.000030682662,0.00014614547],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021161012,0.00028304613,0.000445932,0.00005675329,0.00026217132,0.0000386738,0.0018227204,0.00029275139,0.06487547],"category_scores_gemma":[0.000031682208,0.0003506506,0.00013499986,0.00021768369,0.00067546003,0.00049032463,0.0020804314,0.00037461528,0.0033192348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072579474,0.00034618186,0.017328054,0.00006401226,0.00018093157,0.00019504708,0.0019410785,0.0000033719052,0.00016825517,0.0000031036686,0.973551,0.0061464035],"study_design_scores_gemma":[0.00046295393,0.000011305863,0.27000389,0.00004713019,0.00006173341,0.0000015648999,0.0018803879,0.000044883585,0.000060147984,0.000009250146,0.72713107,0.00028567805],"about_ca_topic_score_codex":0.016624382,"about_ca_topic_score_gemma":0.03802722,"teacher_disagreement_score":0.25267583,"about_ca_system_score_codex":0.00015815848,"about_ca_system_score_gemma":0.000023531704,"threshold_uncertainty_score":0.99989456},"labels":[],"label_agreement":null},{"id":"W6959596885","doi":"10.1175/1520-0442(2000)013&lt;3239:rvotna&gt;2.0.co;2","title":"Recent variability of the North Atlantic thermohaline circulation inferred from surface heat and freshwater fluxes","year":2000,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":6,"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":"Thermohaline circulation; North Atlantic oscillation; North Atlantic Deep Water; Atlantic multidecadal oscillation; Shutdown of thermohaline circulation; Front (military); Ocean current; Sea surface temperature; Range (aeronautics)","score_opus":0.008944861759163154,"score_gpt":0.16439393946640626,"score_spread":0.15544907770724312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6959596885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99814814,0.000013699607,0.0002370118,0.00026369977,0.00005644552,0.00014491752,0.00019378417,0.000012486195,0.00092982955],"genre_scores_gemma":[0.99891895,0.00015591034,0.00064195343,0.000026019783,0.000010816917,1.259062e-8,0.00010802181,0.0000019091601,0.00013641678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992614,0.00010786808,0.00012393438,0.00020169136,0.00017728345,0.00012782171],"domain_scores_gemma":[0.9994882,0.00010216468,0.00006603979,0.0002461114,0.000042647116,0.000054855667],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017451507,0.00008999365,0.00016428075,0.000016330932,0.00015271457,0.0000067416345,0.00019551726,0.000058548434,0.014819983],"category_scores_gemma":[0.0000152311195,0.000073566975,0.000056804245,0.00011392935,0.00025685897,0.00011807025,0.000035642035,0.000103072685,0.000042871314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060228616,0.000021972897,0.9874527,0.000011538316,0.000026857144,0.000001091872,0.0023725776,0.0032909557,0.00005247416,0.0000063341786,0.0000061030128,0.0066971593],"study_design_scores_gemma":[0.0002822036,0.000014418982,0.9729275,0.000018836008,0.00003084063,0.0000013722049,0.00063566567,0.024853572,0.000012993472,0.00051572785,0.0006260949,0.00008075632],"about_ca_topic_score_codex":0.024309361,"about_ca_topic_score_gemma":0.011204797,"teacher_disagreement_score":0.021562617,"about_ca_system_score_codex":0.000006598783,"about_ca_system_score_gemma":0.000031503834,"threshold_uncertainty_score":0.9860806},"labels":[],"label_agreement":null},{"id":"W6963209667","doi":"10.18710/3cvqag","title":"Supporting data for: Late Quaternary dynamics of Arctic biota revealed by ancient environmental metagenomics","year":2021,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Norwegian Biodiversity Information Centre","keywords":"Biota; Metagenomics; Arctic; Genome; Download; Quaternary; Biodiversity","score_opus":0.024587800930713336,"score_gpt":0.2505001286317741,"score_spread":0.2259123277010608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6963209667","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20629138,0.00015007074,0.00058621867,0.00004588929,0.00022020785,0.0008522841,0.791807,0.000031914038,0.000015062311],"genre_scores_gemma":[0.016203104,0.00033497452,0.0031367545,0.000026785692,0.000032733624,0.0000013658754,0.9790642,0.000107450614,0.0010926009],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955457,0.00025080825,0.00084500905,0.0017044422,0.0008409737,0.0008130688],"domain_scores_gemma":[0.9925643,0.00018042138,0.0027206363,0.004118029,0.00010769108,0.00030890535],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015710935,0.00066430686,0.0014469795,0.0004381043,0.00027144857,0.000034165238,0.0036018796,0.0005472108,0.0029979672],"category_scores_gemma":[0.00017623951,0.00093295187,0.0005059857,0.00030836643,0.00072452956,0.00039810606,0.004975099,0.00067398883,0.0007432933],"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":[0.0005049852,0.0011155115,0.008343323,0.0016700987,0.0017848031,0.00017941471,0.0007186642,0.00007772827,0.008124581,0.000008044132,0.9771178,0.00035509738],"study_design_scores_gemma":[0.0040770625,0.00020986957,0.0035969282,0.0006608698,0.0028030686,0.00004174321,0.010257704,0.007487881,0.00047795003,0.00010339555,0.9683629,0.0019205823],"about_ca_topic_score_codex":0.0029343173,"about_ca_topic_score_gemma":0.0010680124,"teacher_disagreement_score":0.19008827,"about_ca_system_score_codex":0.0009245841,"about_ca_system_score_gemma":0.00030000394,"threshold_uncertainty_score":0.9993121},"labels":[],"label_agreement":null},{"id":"W6963295511","doi":"10.17882/72164","title":"A broad-scale long-term dataset of Sabellaria alveolata distribution and abundance curated through the REEHAB (REEf HABitat) Project","year":2025,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"","field":"","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Biodiversity; Intertidal zone; Abundance (ecology); Habitat; Identification (biology); Distribution (mathematics); Publication; Ecosystem","score_opus":0.018789020090254235,"score_gpt":0.26581535173799503,"score_spread":0.2470263316477408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6963295511","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037171435,0.00026783335,0.0008389491,0.00013765863,0.00021128883,0.0019332384,0.9592497,0.00008569095,0.00010422276],"genre_scores_gemma":[0.004584129,0.00058784,0.00046291368,0.000029013732,0.000040492654,0.0000046282453,0.9938845,0.0000377238,0.00036873302],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955627,0.00055683014,0.00073611754,0.0014840367,0.0009573024,0.0007030277],"domain_scores_gemma":[0.9939796,0.00032846467,0.0017906512,0.003300222,0.00045274897,0.0001483504],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00093624485,0.000802616,0.0013255287,0.0003209496,0.0006512878,0.00007695469,0.0027213695,0.00075691525,0.0006818578],"category_scores_gemma":[0.0002423512,0.000829672,0.00033819553,0.0013610973,0.0023609244,0.00074472564,0.0029653849,0.0012520099,0.00028353094],"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":[0.000752626,0.0004304297,0.0060595185,0.0011444034,0.0006201833,0.000058374266,0.0008920021,0.0000060389016,0.00015367157,0.00004765479,0.9896088,0.0002262992],"study_design_scores_gemma":[0.0035357773,0.00021394067,0.05154756,0.0017965765,0.0016700396,0.000037274498,0.0023288073,0.00009232698,0.00028013843,0.00013092552,0.9371946,0.0011720344],"about_ca_topic_score_codex":0.011218006,"about_ca_topic_score_gemma":0.0062516,"teacher_disagreement_score":0.0524142,"about_ca_system_score_codex":0.00035513015,"about_ca_system_score_gemma":0.00067647034,"threshold_uncertainty_score":0.9994154},"labels":[],"label_agreement":null},{"id":"W6967548449","doi":"10.5061/dryad.nzs7h44qc","title":"Genome reduction is associated with bacterial pathogenicity across different scales of temporal and ecological divergence - between species core gene alignments","year":2020,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"","field":"","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":"Université de Montréal","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Genome; Pathogenicity island; Pathogenicity; Gene; Divergence (linguistics); Bacterial genome size; Genetic variation; Genome size","score_opus":0.04171922390745864,"score_gpt":0.23593823058032573,"score_spread":0.1942190066728671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6967548449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50316787,0.000006151801,0.000012323677,0.000015077343,0.00008917253,0.00043182177,0.4962366,0.00003733426,0.0000036565655],"genre_scores_gemma":[0.51089555,0.000084224266,0.000106401814,0.000003378235,0.000075616845,9.93018e-7,0.48873404,0.000027959943,0.00007182943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963187,0.00028907243,0.0005343117,0.0012312504,0.0010242189,0.0006024211],"domain_scores_gemma":[0.99679,0.00008505615,0.0017731527,0.000696787,0.00026548433,0.0003895147],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039863464,0.00068805664,0.0016205425,0.00019592037,0.00044832245,0.00004061917,0.0010536192,0.00073473586,0.002277699],"category_scores_gemma":[0.00008840041,0.00072440825,0.00031173707,0.00040151685,0.001710078,0.00024057072,0.0020040814,0.0006078107,0.00029993188],"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":[0.0040330673,0.0022167596,0.6931954,0.0007071095,0.0049037086,0.0003659214,0.011069937,0.000017318893,0.094551206,0.000004548334,0.18879868,0.00013634904],"study_design_scores_gemma":[0.0023689207,0.00051891804,0.9788796,0.0001608704,0.00064171926,0.00000863441,0.002895491,0.0000039966876,0.0016207753,0.000035006284,0.012089714,0.00077640446],"about_ca_topic_score_codex":0.0007197969,"about_ca_topic_score_gemma":0.00051202555,"teacher_disagreement_score":0.28568414,"about_ca_system_score_codex":0.00045961628,"about_ca_system_score_gemma":0.00010503269,"threshold_uncertainty_score":0.9995207},"labels":[],"label_agreement":null},{"id":"W6967564604","doi":"10.5258/soton/d3623","title":"UKRI return 2024-2025 University of Southampton","year":2025,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"Academic Publishing and Open Access","field":"Decision 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":"Publishing; Block (permutation group theory); Quarter (Canadian coin); Work (physics)","score_opus":0.045906844450677005,"score_gpt":0.3133008605731577,"score_spread":0.2673940161224807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6967564604","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011405505,0.00014367801,0.002011591,0.000961878,0.001748497,0.00062801095,0.96411306,0.000072699615,0.018915093],"genre_scores_gemma":[0.020104304,0.0012171224,0.0018107084,0.00031758935,0.00032271104,5.8710725e-7,0.63474905,0.000043908487,0.341434],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934971,0.00060718844,0.0008462689,0.0017394697,0.0026660543,0.0006439433],"domain_scores_gemma":[0.99217546,0.0012403966,0.0022215543,0.0029087903,0.0010572925,0.00039647773],"candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0039727106,0.0005847957,0.0016805788,0.0016747093,0.0005787087,0.00020184406,0.011131768,0.0015024208,0.023723662],"category_scores_gemma":[0.002164952,0.000672027,0.00085791835,0.0023530065,0.0010910796,0.0012404632,0.0051252553,0.0020321896,0.0006350791],"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":[0.00023156987,0.00012219566,0.0038173033,0.00012073145,0.00019910933,0.00006211595,0.0014989255,0.000025786208,0.000009990161,0.00005770738,0.9906298,0.003224774],"study_design_scores_gemma":[0.0010527405,0.000047310707,0.002415491,0.00041497324,0.00023923712,0.000003717267,0.018632991,0.000109384855,0.000037238995,0.0013664339,0.97510856,0.0005719393],"about_ca_topic_score_codex":0.014053824,"about_ca_topic_score_gemma":0.0018122597,"teacher_disagreement_score":0.329364,"about_ca_system_score_codex":0.00023826203,"about_ca_system_score_gemma":0.0011330667,"threshold_uncertainty_score":0.9997938},"labels":[],"label_agreement":null},{"id":"W6967581266","doi":"10.5258/soton/d1932","title":"Dataset for \"Theoretical analysis of backscattering in hollow-core antiresonant fibers\"","year":2021,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"","field":"","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":"Université Laval","funders":"Engineering and Physical Sciences Research Council; Royal Academy of Engineering","keywords":"Backscatter (email); Photonics; Signal processing; Laser; Statistical analysis","score_opus":0.029640871168467395,"score_gpt":0.2762197377996001,"score_spread":0.24657886663113268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6967581266","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12754656,0.00003985081,0.0002267318,0.000046187775,0.00011745458,0.00062469475,0.87135226,0.000019226705,0.000027026997],"genre_scores_gemma":[0.0137406625,0.00007781551,0.0017964656,0.000025620566,0.00002646055,0.0000028042862,0.9842003,0.000058709727,0.00007117631],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996058,0.00021477403,0.0007218782,0.0014378061,0.00084145064,0.0007260869],"domain_scores_gemma":[0.99556786,0.00041917842,0.0010251458,0.0024497462,0.00027589596,0.00026216495],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011446638,0.00061809045,0.002268428,0.0024503833,0.00014373151,0.000028486369,0.0019152653,0.00066663325,0.010069433],"category_scores_gemma":[0.0002701962,0.000817159,0.001066289,0.0025437595,0.0012056218,0.00022172417,0.0016058966,0.00065597304,0.000495106],"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":[0.00077894336,0.00057931704,0.005173854,0.00096349797,0.003602933,0.00031692037,0.0012461392,0.00018970695,0.00084315264,0.0001677146,0.98592955,0.0002082507],"study_design_scores_gemma":[0.004840849,0.00016220026,0.02262079,0.0013018979,0.010358632,0.000010907963,0.009348891,0.002588914,0.00046729512,0.00023955172,0.9461476,0.0019124312],"about_ca_topic_score_codex":0.0034187376,"about_ca_topic_score_gemma":0.0038174228,"teacher_disagreement_score":0.113805905,"about_ca_system_score_codex":0.00036404602,"about_ca_system_score_gemma":0.00029527413,"threshold_uncertainty_score":0.9994279},"labels":[],"label_agreement":null},{"id":"W6969516904","doi":"10.5285/76534d05-ba4e-47b7-9685-0a8c88404ef2","title":"High-resolution three-dimensional images of deep-sea bamboo corals Acanella arbuscula and Keratoisis sp. collected in the Baffin Bay and Davis Strait during the CCGS Amundsen expedition in 2021","year":2023,"lang":"en","type":"dataset","venue":"ePrints Soton (University of Southampton)","topic":"","field":"","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":"Université Laval","funders":"Natural Environment Research Council; Engineering and Physical Sciences Research Council","keywords":"Bay; Bamboo; Computed tomography; Research council; On board","score_opus":0.011996339777353504,"score_gpt":0.21173384577838286,"score_spread":0.19973750600102935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6969516904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.602728,0.000099315424,0.000008371599,0.00011076807,0.0000699244,0.0008458805,0.39609513,0.000024150188,0.0000184603],"genre_scores_gemma":[0.62914544,0.00049605966,0.00037469098,0.000023606915,0.00009681423,0.000015888676,0.36961877,0.00009436251,0.00013433547],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9961255,0.0007567803,0.0005753314,0.0009700352,0.0010154913,0.0005568583],"domain_scores_gemma":[0.99730706,0.0006015371,0.0008155642,0.0009462507,0.00020264191,0.00012696022],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014368478,0.0005525659,0.0009501173,0.0010594511,0.00045982268,0.000075851385,0.00090552366,0.0005258853,0.00086467934],"category_scores_gemma":[0.00017775134,0.00052490504,0.00017962609,0.00140549,0.00108897,0.0003629436,0.0010148702,0.0010091375,0.0002681316],"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":[0.0049073407,0.0022089852,0.07059858,0.0026721624,0.001714426,0.001719602,0.016367622,0.0063179363,0.01234054,0.00019394637,0.8801249,0.00083394867],"study_design_scores_gemma":[0.0042449436,0.00009792078,0.9775872,0.00074791326,0.00026538403,0.000034125664,0.013530816,0.0010669446,0.00021138515,0.00028924036,0.0012229014,0.0007012191],"about_ca_topic_score_codex":0.0247465,"about_ca_topic_score_gemma":0.08840252,"teacher_disagreement_score":0.9069886,"about_ca_system_score_codex":0.00029713716,"about_ca_system_score_gemma":0.00017932431,"threshold_uncertainty_score":0.9997203},"labels":[],"label_agreement":null},{"id":"W6979765333","doi":"","title":"Agents of deterioration","year":2024,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Alkaloids: synthesis and pharmacology","field":"Pharmacology, Toxicology and Pharmaceutics","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":"Exhibition; Performance art; Weasel; Repertoire","score_opus":0.11759726638045669,"score_gpt":0.3928286124109165,"score_spread":0.2752313460304598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979765333","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.085323244,0.0014712353,0.0005395407,0.00033121032,0.0033015043,0.001024125,0.0009439805,0.00031080464,0.9067544],"genre_scores_gemma":[0.32638642,0.0008866131,0.00048649596,0.00013515008,0.00022128003,0.0000022125528,0.000071685485,0.00024200024,0.67156816],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847764,0.000284066,0.00027088294,0.0004704607,0.00020132418,0.00029563776],"domain_scores_gemma":[0.99885726,0.00007975008,0.0005208331,0.00031740533,0.00006555173,0.00015922512],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039382937,0.00030460546,0.0006151872,0.00043656083,0.00006693643,0.000005188228,0.0005234961,0.00090765546,0.109869674],"category_scores_gemma":[0.00001811175,0.00036592362,0.00029852998,0.00020524258,0.0004909085,0.0000496145,0.00028442245,0.00064657256,0.0038338304],"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":[0.00045739597,0.00051552086,0.003311613,0.0014444874,0.0020433918,0.00015552322,0.005017458,0.000017336146,0.024746541,0.0010386506,0.94473433,0.016517749],"study_design_scores_gemma":[0.00090858655,0.00007842691,0.00095637963,0.00019080556,0.0006409628,0.0000055134215,0.00078232406,0.00015669942,0.0033304116,0.0003627558,0.9922368,0.0003503561],"about_ca_topic_score_codex":0.00044044259,"about_ca_topic_score_gemma":0.0001595815,"teacher_disagreement_score":0.24106316,"about_ca_system_score_codex":0.000059142734,"about_ca_system_score_gemma":0.00009636112,"threshold_uncertainty_score":0.9998793},"labels":[],"label_agreement":null},{"id":"W6980350407","doi":"","title":"Broadening horizons: international exchanges in social work","year":2003,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","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); Social work; Meaning (existential); China; Social issues","score_opus":0.07164990778651532,"score_gpt":0.34327465452771994,"score_spread":0.2716247467412046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980350407","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05876625,0.0005264596,0.00030622334,0.0022167738,0.002492209,0.00054792844,0.00027105492,0.00012787204,0.93474525],"genre_scores_gemma":[0.08189882,0.00032660106,0.0004450398,0.00032212413,0.0003388229,0.000002569955,0.00024722604,0.000042850872,0.91637594],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794596,0.00036074631,0.00033705376,0.00061196135,0.00029100536,0.00045325232],"domain_scores_gemma":[0.9987431,0.00022569872,0.0005033,0.00024725587,0.00013137743,0.00014923267],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007083078,0.00037173284,0.00073427404,0.0006902413,0.0004177791,0.000010196707,0.00074627186,0.0016379461,0.026876893],"category_scores_gemma":[0.000054052663,0.0005072434,0.00042093586,0.0003556855,0.0008442113,0.00011721358,0.00033505622,0.0018853222,0.0009423571],"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":[0.004070755,0.0017682438,0.064492226,0.00050992036,0.007747509,0.0019800728,0.04844272,0.0007260752,0.00048670816,0.040221628,0.72109807,0.108456045],"study_design_scores_gemma":[0.0028489316,0.00006294069,0.0047231237,0.0001374095,0.00057606696,0.000012818295,0.0027479867,0.00009898167,0.00014170627,0.0064315638,0.98147064,0.0007478273],"about_ca_topic_score_codex":0.000033862954,"about_ca_topic_score_gemma":0.00015702365,"teacher_disagreement_score":0.26037255,"about_ca_system_score_codex":0.00040159342,"about_ca_system_score_gemma":0.00029668462,"threshold_uncertainty_score":0.99983555},"labels":[],"label_agreement":null},{"id":"W6980652081","doi":"","title":"Comparison of methods for the detection of culturable and VBNC Escherichia coli O157:H7 in complex drinking water biofilms","year":2012,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Data Analysis with R","field":"Computer Science","cited_by":1,"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":"Escherichia coli; Outbreak; Potable water; Biofilm; Waterborne diseases; Bacteria; Enterobacteriaceae; VTEC","score_opus":0.06054183057645983,"score_gpt":0.3224676910187463,"score_spread":0.26192586044228644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980652081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5405725,0.000043802083,0.45898104,0.0000648634,0.000046546873,0.0001679051,0.0000036623558,0.000011270412,0.000108405395],"genre_scores_gemma":[0.8715156,0.000009679927,0.1283924,0.0000079903775,0.00000622436,7.965256e-7,0.00000554937,0.000003827218,0.000057943653],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990324,0.0001424733,0.00022226051,0.00022462041,0.00014471004,0.0002335691],"domain_scores_gemma":[0.99898267,0.00016994915,0.00025689462,0.000427372,0.00010690774,0.000056216195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010175335,0.00010637718,0.0003565444,0.0001503147,0.00014056257,0.000015955793,0.0006680678,0.00006882418,0.0000626012],"category_scores_gemma":[0.000029430556,0.0000858074,0.00009819761,0.00032608185,0.00019156751,0.00047360317,0.00050178566,0.0001145119,0.000005779104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086313754,0.00027529438,0.16955197,0.00012497505,0.00019941293,2.8688208e-7,0.038237512,0.00026824052,0.7490647,0.0022321073,0.00004340139,0.039915793],"study_design_scores_gemma":[0.0014357141,0.00012448044,0.37088305,0.000058678008,0.0001515901,0.000002146591,0.015444431,0.1536331,0.45134434,0.0004220323,0.0061635617,0.00033688374],"about_ca_topic_score_codex":0.0008902624,"about_ca_topic_score_gemma":0.00016785062,"teacher_disagreement_score":0.33094308,"about_ca_system_score_codex":0.00003069327,"about_ca_system_score_gemma":0.0000124647795,"threshold_uncertainty_score":0.34991243},"labels":[],"label_agreement":null},{"id":"W6981273695","doi":"","title":"Driving an ecosystem simulation model with spatial estimates of LAI","year":2000,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Health Literacy and Information Accessibility","field":"Health Professions","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":"Thematic Mapper; Boreal; Taiga; Leaf area index; Vegetation (pathology); Satellite; Advanced very-high-resolution radiometer; Boreal ecosystem; Scale (ratio); Sampling (signal processing)","score_opus":0.03121284258886023,"score_gpt":0.3616957867607742,"score_spread":0.33048294417191393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981273695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9582147,0.0000061322226,0.026923517,0.000016689291,0.00017260617,0.0010910621,0.00022314356,0.00009503288,0.013257126],"genre_scores_gemma":[0.9907533,0.000013315293,0.005347039,0.00002908618,0.000037852857,0.0000034545656,0.0014348965,0.000027149352,0.0023538999],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99758005,0.00024434194,0.0009822419,0.00039388685,0.00045015613,0.00034934364],"domain_scores_gemma":[0.99645865,0.000222414,0.0018711997,0.0005818984,0.0006630235,0.0002028423],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007794577,0.0002654235,0.0006599314,0.00031822923,0.0006558903,0.000008833009,0.0004085073,0.0005564155,0.004176499],"category_scores_gemma":[0.000070597285,0.00027979593,0.00011228848,0.00020430595,0.0000567,0.0010900527,0.0000552462,0.00066743785,0.00016403831],"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":[0.0076902877,0.00079309294,0.30942366,0.020298308,0.00030204726,0.000007314004,0.4161099,0.18443093,0.00016413497,0.0008120615,0.00017378316,0.059794508],"study_design_scores_gemma":[0.0014176131,0.000119453354,0.13654652,0.0023651044,0.00009613164,2.790681e-7,0.033015206,0.82466704,0.000076711214,0.0003841951,0.00092586264,0.00038586982],"about_ca_topic_score_codex":0.0016752818,"about_ca_topic_score_gemma":0.0052468097,"teacher_disagreement_score":0.64023614,"about_ca_system_score_codex":0.00018112913,"about_ca_system_score_gemma":0.0008434253,"threshold_uncertainty_score":0.9999654},"labels":[],"label_agreement":null},{"id":"W6982577150","doi":"","title":"Intentions and outcomes of graduating international students","year":2018,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"International Student and Expatriate Challenges","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":"Quarter (Canadian coin); Key (lock); International comparisons; Data collection; Study abroad","score_opus":0.033123529032552376,"score_gpt":0.3078585924593734,"score_spread":0.274735063426821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982577150","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4277401,0.00004397517,0.00018598045,0.0007659103,0.00088508124,0.00031409552,0.00010815045,0.000039511706,0.5699172],"genre_scores_gemma":[0.5288282,0.0005688043,0.0003714192,0.000012275058,0.0001446205,2.570754e-7,0.000038964077,0.000011838748,0.47002363],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982182,0.000058693,0.0002081442,0.00027121638,0.0010933209,0.00015044882],"domain_scores_gemma":[0.9987204,0.00012107495,0.00046659945,0.00014215203,0.00047667892,0.000073069794],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005775578,0.00014471059,0.0003292532,0.00023755233,0.00028758956,0.000025880028,0.00086694374,0.00019811647,0.0020988726],"category_scores_gemma":[0.000120346245,0.00017709006,0.00020157121,0.000048756236,0.0007076944,0.00015213442,0.0005735888,0.00017135034,0.0000805055],"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":[0.0001748958,0.0005708544,0.3127041,0.00017957599,0.0032002698,0.000026412195,0.5573686,0.0000019858044,0.00006270312,0.109425455,0.009179139,0.007106036],"study_design_scores_gemma":[0.0035094782,0.0002059626,0.25092047,0.0012268127,0.00048712041,0.0000019134231,0.4442903,0.000022413133,0.00005048235,0.043472953,0.25465584,0.0011562376],"about_ca_topic_score_codex":0.0016794825,"about_ca_topic_score_gemma":0.002380271,"teacher_disagreement_score":0.2454767,"about_ca_system_score_codex":0.00017541974,"about_ca_system_score_gemma":0.00014141016,"threshold_uncertainty_score":0.99881333},"labels":[],"label_agreement":null},{"id":"W6983119257","doi":"","title":"Linking teaching styles &amp;amp; cognitive styles: evidence from Canadian school teachers","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","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":"School teachers; Cognition; Cognitive style; Affect (linguistics)","score_opus":0.10886728438395503,"score_gpt":0.2568954344167241,"score_spread":0.14802815003276903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983119257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96221775,0.0008755264,0.0004861622,0.0008931948,0.00034683093,0.00031344022,0.00012896916,0.000118018565,0.034620106],"genre_scores_gemma":[0.9669551,0.00076912355,0.0007299596,0.00016222979,0.0005413629,0.0000016156854,0.00005553115,0.000021425813,0.030763634],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819225,0.00017658863,0.0002093249,0.0005933859,0.0003820506,0.00044640474],"domain_scores_gemma":[0.99860203,0.00019012639,0.00020191721,0.000341815,0.00025211312,0.0004119782],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042523167,0.0002316887,0.00037677522,0.00017084823,0.003176351,0.000036836824,0.00034499067,0.00013126596,0.005023916],"category_scores_gemma":[0.00026685023,0.0002730975,0.00020311803,0.00007808413,0.00078619865,0.0003907004,0.00012150924,0.0005961927,0.0010518819],"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":[0.000046325913,0.00009491686,0.077675335,0.000059922175,0.00020562149,0.000016648417,0.91250557,0.000005754169,0.000040616582,0.0007475981,0.005683161,0.002918557],"study_design_scores_gemma":[0.00046261356,0.000040565854,0.038346596,0.00030461405,0.000084226434,0.000003085666,0.4732389,0.000005806382,0.000007986524,0.0001882253,0.4868643,0.00045308433],"about_ca_topic_score_codex":0.49431744,"about_ca_topic_score_gemma":0.5429948,"teacher_disagreement_score":0.48118114,"about_ca_system_score_codex":0.00061699265,"about_ca_system_score_gemma":0.00032071618,"threshold_uncertainty_score":0.9999721},"labels":[],"label_agreement":null},{"id":"W6985003308","doi":"","title":"Mother of Him","year":2010,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Girl; Gallon (US); Morning; Action (physics); Government (linguistics); Questions and answers","score_opus":0.02099152968984504,"score_gpt":0.16607281298881268,"score_spread":0.14508128329896763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6985003308","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028972484,0.00024011097,0.000424467,0.000039534672,0.0011774283,0.00017700902,0.0013361229,0.000045181718,0.9936629],"genre_scores_gemma":[0.009497873,0.00019872018,0.0013753002,0.000012299488,0.000048033493,2.7415294e-7,0.000013174503,0.00007961677,0.9887747],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903655,0.0000061413466,0.00024301182,0.0004714657,0.000043202814,0.00019962399],"domain_scores_gemma":[0.9985218,0.00001459858,0.00082909095,0.00054613664,0.000022775066,0.00006557161],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024481356,0.00017649148,0.00067437685,0.00044784424,0.000051389863,0.000007802852,0.0005247476,0.00029737514,0.24780129],"category_scores_gemma":[0.000019781495,0.00024861665,0.00025012423,0.00011705869,0.00043357746,0.000058814592,0.00026615636,0.00017896153,0.01779122],"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":[0.00002557104,0.00017186956,0.015031694,0.00019968279,0.0005795081,0.0000053878925,0.0037090213,0.0000037848945,0.000026449787,0.04896729,0.93007636,0.0012033741],"study_design_scores_gemma":[0.00047206026,0.000011864479,0.0016119592,0.000050787767,0.000016681099,3.6775708e-7,0.0015234252,0.000023365614,0.000018317867,0.0011441131,0.99488556,0.0002414671],"about_ca_topic_score_codex":0.0029908756,"about_ca_topic_score_gemma":0.00025447598,"teacher_disagreement_score":0.23001008,"about_ca_system_score_codex":0.000030427827,"about_ca_system_score_gemma":0.000019514704,"threshold_uncertainty_score":0.9999966},"labels":[],"label_agreement":null},{"id":"W6986475803","doi":"","title":"Prevalence, trends and risk factors of transactional sex among men who have sex with men in Metro Vancouver, Canada: a longitudinal event-level analysis","year":2017,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Transactional sex; Transactional analysis; Longitudinal study; Longitudinal data; Sex work; Men who have sex with men","score_opus":0.013979445199052382,"score_gpt":0.2127903471602788,"score_spread":0.19881090196122642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986475803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73073137,0.000121709025,0.0034268363,0.000010113527,0.00006866016,0.0008357364,0.016353779,0.000096185126,0.24835563],"genre_scores_gemma":[0.5513939,0.00008615945,0.00024854852,3.679935e-7,0.000012889371,0.0000014182942,0.00009523972,0.00014318632,0.44801825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962418,0.00026370754,0.00035795112,0.0012470775,0.0013306206,0.0005588402],"domain_scores_gemma":[0.9963152,0.000093329574,0.002012942,0.0010975245,0.00014400213,0.00033704206],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005386631,0.0007161964,0.0017579884,0.0028301412,0.00025290437,0.0000218044,0.0009474917,0.00045062552,0.00679492],"category_scores_gemma":[0.000022669165,0.0007897282,0.00035733538,0.00085423933,0.00092663924,0.00032313744,0.000199093,0.0006432261,0.0000075600333],"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":[0.00024196714,0.00016100121,0.96370655,0.0002099723,0.006858618,0.00005672093,0.002241274,0.0006504026,0.0000042321617,0.0000020951047,0.025268065,0.00059907755],"study_design_scores_gemma":[0.002377998,0.000082086546,0.9765782,0.00033354736,0.0038910133,7.764778e-7,0.01115897,0.0025631974,0.000058448244,0.0000048097895,0.0022019676,0.0007490114],"about_ca_topic_score_codex":0.92045003,"about_ca_topic_score_gemma":0.9923248,"teacher_disagreement_score":0.19966263,"about_ca_system_score_codex":0.00076678925,"about_ca_system_score_gemma":0.0006376223,"threshold_uncertainty_score":0.9994554},"labels":[],"label_agreement":null},{"id":"W6986854044","doi":"","title":"Review: Gregory Mackie, Beautiful Untrue Things: Forging Oscar Wilde’s Extraordinary Afterlife (Toronto, Buffalo, &amp;amp; London: University of Toronto Press, 2019), 304pp. ISBN 978-1-4875-0290-4, $80.00","year":2020,"lang":"en","type":"review","venue":"ePrints Soton (University of Southampton)","topic":"Historical Art 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":"Afterlife; Forging; Forge; Alien","score_opus":0.03445382419864274,"score_gpt":0.23679886138959172,"score_spread":0.20234503719094898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986854044","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008658453,0.9152097,0.0001630924,0.00025413022,0.00073179626,0.0013111096,0.0006501447,0.00020169427,0.08146965],"genre_scores_gemma":[0.000031839518,0.9430797,0.000550643,0.00012140511,0.00039901922,0.0000027383896,0.00032881042,0.00007593083,0.05540988],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99614424,0.0003527077,0.0008415006,0.0012232943,0.0007383681,0.0006998745],"domain_scores_gemma":[0.99639815,0.00014171339,0.0014968977,0.0011128709,0.00044252686,0.000407832],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044219813,0.0010159193,0.003486187,0.00006823802,0.001168935,0.000048758986,0.0016897965,0.00044184254,0.023431854],"category_scores_gemma":[0.0000642155,0.0010786682,0.0018630507,0.00010420317,0.0010897642,0.0012665471,0.0012783762,0.0007477572,0.00083255547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017714115,0.00039792995,0.000029167348,0.03797527,0.0019218306,0.00011432383,0.09095651,5.850643e-7,0.0000023494495,0.0060676155,0.7011717,0.1611856],"study_design_scores_gemma":[0.0005016643,0.00008028099,0.000009360525,0.012454236,0.0018267795,0.000011188329,0.0073702363,0.0000015659584,2.0276619e-7,0.0000648624,0.976695,0.0009845955],"about_ca_topic_score_codex":0.043249253,"about_ca_topic_score_gemma":0.04252998,"teacher_disagreement_score":0.27552336,"about_ca_system_score_codex":0.0009742575,"about_ca_system_score_gemma":0.00029129145,"threshold_uncertainty_score":0.9999454},"labels":[],"label_agreement":null},{"id":"W6986976520","doi":"","title":"Report of the Sixth Session of the JSC/CLIVAR Working Group on Coupled Modelling, Victoria, Canada, 7-10 October 2002","year":2003,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Legal and Policy Analysis in Indonesia","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":"Scope (computer science); Session (web analytics); Forcing (mathematics); Task group; Task (project management); Set (abstract data type); Working group","score_opus":0.02162597597227798,"score_gpt":0.22027503387007635,"score_spread":0.19864905789779838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986976520","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09464626,0.000066193614,0.00034285546,0.0007082497,0.0015603419,0.0007216628,0.00009613961,0.000024424002,0.9018339],"genre_scores_gemma":[0.39091706,0.000048357422,0.00007637326,0.000058206893,0.00014809665,4.0969726e-7,0.000009904311,0.000017315304,0.6087243],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968924,0.00035996002,0.00045617687,0.0004488191,0.0015002697,0.00034237333],"domain_scores_gemma":[0.9966803,0.00023451578,0.0016677078,0.0009900135,0.00030662035,0.00012079429],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009576119,0.00027990373,0.00066053146,0.00011838261,0.00080951006,0.000013684171,0.001419478,0.00047515184,0.003153062],"category_scores_gemma":[0.000110721885,0.00022274433,0.0005814617,0.00043559092,0.0008399812,0.00009304732,0.00031337136,0.0006219739,0.000018385139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012213506,0.0016866764,0.10678692,0.0013171234,0.0049808794,0.00037762953,0.20824364,0.027799046,0.0003895596,0.2604417,0.38490433,0.0018511448],"study_design_scores_gemma":[0.0007862086,0.000034961504,0.003427015,0.0014613877,0.0006299932,0.000003985463,0.0051247994,0.00054790505,0.00015065358,0.004699345,0.9824519,0.0006818382],"about_ca_topic_score_codex":0.47967303,"about_ca_topic_score_gemma":0.33263785,"teacher_disagreement_score":0.5975476,"about_ca_system_score_codex":0.0005611895,"about_ca_system_score_gemma":0.0025041394,"threshold_uncertainty_score":0.9977582},"labels":[],"label_agreement":null},{"id":"W6987379681","doi":"","title":"Spotlight on optics summary: visible femtosecond fiber laser","year":2023,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Laser; Ultrashort pulse; Femtosecond; Fiber laser; Ultrashort pulse laser; Optical fiber; X-ray laser; Visible spectrum; Femtosecond pulse shaping","score_opus":0.018218672032081794,"score_gpt":0.1964427761039947,"score_spread":0.1782241040719129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987379681","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010025275,0.000012745163,0.000090747,0.00063098967,0.00069145573,0.0003577851,0.000056485624,0.00073637813,0.98739815],"genre_scores_gemma":[0.013075373,0.000059175367,0.0003166506,0.0003660419,0.0008052044,0.0000011464784,0.00026616856,0.0005332524,0.984577],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987155,0.00000852482,0.00017671533,0.00048337466,0.00032221348,0.00029367922],"domain_scores_gemma":[0.99883026,0.000023817967,0.0005087347,0.00047832797,0.00014063116,0.000018203122],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019094998,0.00031880927,0.00040435532,0.0008641732,0.00015815297,0.00007101509,0.00045277987,0.00040632012,0.029330326],"category_scores_gemma":[0.00002528471,0.00038032254,0.00014603781,0.00079691864,0.00014216891,0.0004479622,0.00028071608,0.00030404513,0.015637098],"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":[0.00019792517,0.00029415914,0.0027635023,0.0010246926,0.00035622268,0.0001199369,0.00013343777,0.0001512258,0.00003742338,0.037406906,0.95043606,0.0070785363],"study_design_scores_gemma":[0.0007994537,0.000011456931,0.0055846246,0.0005571859,0.000087745175,4.1652905e-7,0.0004884431,0.00013794148,0.000038493632,0.0007887639,0.9910064,0.0004991123],"about_ca_topic_score_codex":0.0017640376,"about_ca_topic_score_gemma":0.00077586906,"teacher_disagreement_score":0.04057033,"about_ca_system_score_codex":0.000038781003,"about_ca_system_score_gemma":0.000037847843,"threshold_uncertainty_score":0.9998649},"labels":[],"label_agreement":null},{"id":"W6989568094","doi":"","title":"Black Ball Ballads: Digital Video, Duration 55'03\"","year":2023,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Ball (mathematics); Ballad; Animation; Digital imaging; Computer animation","score_opus":0.014812336675077989,"score_gpt":0.2046005680071875,"score_spread":0.18978823133210954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989568094","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018181302,0.000041453506,0.001174292,0.00017950503,0.00059382134,0.0012957047,0.0031296047,0.003723665,0.97168064],"genre_scores_gemma":[0.07744554,0.00009811412,0.00065000076,0.00001941902,0.00024413993,0.00000132239,0.0005760236,0.002147297,0.9188182],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966169,0.00010432759,0.0003806396,0.0012057483,0.0010185478,0.00067386153],"domain_scores_gemma":[0.9970354,0.00009821056,0.0010669703,0.0012779797,0.0001809377,0.00034054727],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003403648,0.0006948683,0.0009165995,0.001158613,0.00016404258,0.00009747953,0.0012472707,0.0008392061,0.03418232],"category_scores_gemma":[0.00015400481,0.0009502638,0.0005547588,0.0008048802,0.0008270822,0.0005576311,0.00085522904,0.0005632359,0.24261238],"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":[0.00026757535,0.00037736338,0.009631478,0.00036744465,0.0011804639,0.00027975475,0.0054730354,0.00005928806,0.00041444576,0.0012454322,0.9782617,0.0024420158],"study_design_scores_gemma":[0.0026918792,0.00007517135,0.011549463,0.000983261,0.0002938998,0.000010034925,0.008840083,0.000341484,0.00007632442,0.0004542442,0.9730356,0.0016485989],"about_ca_topic_score_codex":0.002273755,"about_ca_topic_score_gemma":0.0040379907,"teacher_disagreement_score":0.20843007,"about_ca_system_score_codex":0.0004284372,"about_ca_system_score_gemma":0.00019664377,"threshold_uncertainty_score":0.9992948},"labels":[],"label_agreement":null},{"id":"W6991028169","doi":"","title":"Exact BER Performance of Asynchronous MC-DS-CDMA over Fading Channels","year":2010,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Wireless Communication Networks Research","field":"Computer Science","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":"Institut National de la Recherche Scientifique","funders":"Engineering and Physical Sciences Research Council","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Hyporeflexia; Triacetin; Fusible alloy; Emperipolesis","score_opus":0.01512940051061934,"score_gpt":0.23035727000155087,"score_spread":0.21522786949093153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991028169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9497654,0.000015058473,0.044766337,0.00024854497,0.0002267685,0.00020194003,0.0000042398165,0.00007625907,0.0046954653],"genre_scores_gemma":[0.9867976,0.00005687649,0.012367373,0.00001444465,0.00003273547,7.487676e-7,0.0000035536764,0.000010834368,0.0007158547],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985031,0.000082009894,0.00019280176,0.00037871167,0.00048764242,0.000355742],"domain_scores_gemma":[0.9977595,0.00013922794,0.0002528594,0.0014768968,0.00022202199,0.00014947203],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005783652,0.00014947604,0.00027771393,0.000262127,0.0002577843,0.00003572156,0.002646748,0.00014612092,0.00095729483],"category_scores_gemma":[0.000030331847,0.00018170653,0.00012609294,0.0005055261,0.00034648416,0.0007475439,0.0016151448,0.0005429783,0.00018110964],"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":[0.0003808395,0.0017713537,0.39937654,0.0007106006,0.00060999754,0.000073405594,0.07579647,0.013912255,0.09683542,0.05957388,0.001889604,0.34906963],"study_design_scores_gemma":[0.0024078034,0.00025307218,0.40968046,0.00025925832,0.000023619783,0.000023166975,0.0011684917,0.5531378,0.023526613,0.0007244267,0.007941602,0.00085369777],"about_ca_topic_score_codex":0.00030479496,"about_ca_topic_score_gemma":0.00006166583,"teacher_disagreement_score":0.5392255,"about_ca_system_score_codex":0.000052710013,"about_ca_system_score_gemma":0.00011658778,"threshold_uncertainty_score":0.99995595},"labels":[],"label_agreement":null},{"id":"W6992654775","doi":"","title":"Megaspores of the West mains farm borehole, tournaisian, England","year":2015,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Paleontology and Stratigraphy of Fossils","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":"Megaspore; Devonian; Palynology; Vegetation (pathology); Tetrapod (structure)","score_opus":0.01378774336915646,"score_gpt":0.18614601592121027,"score_spread":0.17235827255205383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992654775","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059071995,0.0012516674,0.00004024666,0.00011277013,0.00036965977,0.00023442734,0.0009501173,0.00004170994,0.9379274],"genre_scores_gemma":[0.8495723,0.00021869788,0.0008148632,0.000018226501,0.00012220493,7.725136e-8,0.000070893155,0.000013441146,0.14916927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988458,0.00011673715,0.00015353232,0.00029183397,0.00034911223,0.00024299466],"domain_scores_gemma":[0.99886775,0.0000439707,0.00043976057,0.00045714734,0.00005316509,0.00013818113],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026655343,0.00021015097,0.00041679997,0.00019780207,0.00012587177,0.0000072577664,0.00082739803,0.00034511674,0.009048845],"category_scores_gemma":[0.000023171948,0.00017790816,0.00020462586,0.00022085641,0.00075993175,0.00005362925,0.000018309389,0.00031669292,0.000081808816],"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":[0.000122065,0.000058788442,0.89911574,0.00010999988,0.0003086378,0.000053283533,0.0037591232,0.00002025722,0.00000911686,0.00019304117,0.06561007,0.030639876],"study_design_scores_gemma":[0.00057807943,0.00004531462,0.82582176,0.00011441679,0.000057843987,0.000007683282,0.0014229506,0.000014821666,0.000008928541,0.00025644954,0.17149846,0.0001733006],"about_ca_topic_score_codex":0.012896616,"about_ca_topic_score_gemma":0.12051955,"teacher_disagreement_score":0.79050034,"about_ca_system_score_codex":0.000003628164,"about_ca_system_score_gemma":0.00015288529,"threshold_uncertainty_score":0.9936766},"labels":[],"label_agreement":null},{"id":"W6994299345","doi":"","title":"Hybrid Bodies: PHI","year":2014,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Exhibition; Work (physics); Observer (physics); Transplantation","score_opus":0.01128624420516633,"score_gpt":0.19615022781032196,"score_spread":0.18486398360515563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6994299345","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006335352,0.00012165777,0.0028065236,0.00007689454,0.000458791,0.0007133116,0.001149179,0.0011283344,0.98721],"genre_scores_gemma":[0.03828336,0.0000848701,0.0027302708,0.000041780066,0.00025216799,8.299929e-7,0.00024007865,0.0011243926,0.95724225],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99718887,0.00017103106,0.00024152301,0.0010320711,0.00073949114,0.00062704086],"domain_scores_gemma":[0.9969293,0.00006532492,0.0009787192,0.001594243,0.00011954227,0.00031285358],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042005442,0.0006276322,0.0010819316,0.0010101133,0.00016880891,0.000021391324,0.0014791227,0.00047432186,0.099774376],"category_scores_gemma":[0.000068957845,0.0008508021,0.00051628286,0.00018179294,0.0008423092,0.00011377301,0.0007710491,0.0005611262,0.107842706],"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":[0.000102977705,0.00017729292,0.0017220137,0.0003189889,0.00056547706,0.000093516435,0.0018521111,0.000006282567,0.00021790105,0.00067107246,0.9927482,0.0015241734],"study_design_scores_gemma":[0.0014249403,0.000044680954,0.0011112677,0.0005196845,0.00019822385,0.000010573081,0.0014039264,0.00006254345,0.00011985971,0.0003933695,0.9938637,0.00084725785],"about_ca_topic_score_codex":0.003167593,"about_ca_topic_score_gemma":0.0008251319,"teacher_disagreement_score":0.031948008,"about_ca_system_score_codex":0.00019406174,"about_ca_system_score_gemma":0.00013222538,"threshold_uncertainty_score":0.9993943},"labels":[],"label_agreement":null},{"id":"W6994351504","doi":"","title":"Ice Girls","year":2002,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Reflection (computer programming); Object (grammar); Camouflage; Class (philosophy)","score_opus":0.017613795066559343,"score_gpt":0.19321770598034874,"score_spread":0.1756039109137894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6994351504","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030251972,0.00017057658,0.00062457885,0.00006812745,0.00030976703,0.0006512027,0.00090833026,0.0009352902,0.99330693],"genre_scores_gemma":[0.009432405,0.00011397348,0.0033384885,0.000023045928,0.00014162093,5.262695e-7,0.00009878012,0.000920156,0.985931],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974008,0.00013769385,0.00020673826,0.0009402357,0.000740143,0.00057434704],"domain_scores_gemma":[0.99732155,0.000043969525,0.0008159362,0.0014208588,0.00010531567,0.00029236093],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024566497,0.00055386475,0.00086857524,0.0009957561,0.0001393998,0.000018271978,0.0013646584,0.0007607633,0.25188076],"category_scores_gemma":[0.000038641618,0.00076937414,0.00044458135,0.0005334269,0.0006252466,0.00013826769,0.0006033597,0.00057839096,0.14103751],"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":[0.000057830137,0.00026691964,0.0023960136,0.00020607024,0.00039834093,0.00013424926,0.0022494043,0.000008056742,0.00021307971,0.00040612082,0.9917732,0.0018907273],"study_design_scores_gemma":[0.0013668075,0.000030834155,0.0021548844,0.0003843933,0.00018851436,0.000008456727,0.0014198923,0.00005758968,0.000052007214,0.00006811885,0.99349993,0.00076859345],"about_ca_topic_score_codex":0.0037930694,"about_ca_topic_score_gemma":0.00069739274,"teacher_disagreement_score":0.11084326,"about_ca_system_score_codex":0.00019916441,"about_ca_system_score_gemma":0.000076990415,"threshold_uncertainty_score":0.9994757},"labels":[],"label_agreement":null},{"id":"W6995420514","doi":"","title":"Objects as curriculum workshop","year":2019,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","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":"Curriculum; Indigenous; Work (physics); Discipline; Field (mathematics); Indigenous education","score_opus":0.00739073884946371,"score_gpt":0.2002813228754937,"score_spread":0.19289058402603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995420514","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058696743,0.0006085308,0.00091667235,0.0000625273,0.00035833285,0.00057547225,0.000062650644,0.000054133212,0.9386649],"genre_scores_gemma":[0.07339151,0.0006109831,0.0014637144,0.000045554276,0.00012142307,7.4391465e-7,0.00030105363,0.00015638124,0.92390865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990889,0.000024462584,0.00012945151,0.0003540216,0.00016495239,0.00023822626],"domain_scores_gemma":[0.99882984,0.0000046480145,0.00031525246,0.0007249835,0.000048771173,0.00007647624],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008918705,0.00025530628,0.000331156,0.00013597289,0.00005133442,0.000012939216,0.00053686526,0.00049152266,0.0021164275],"category_scores_gemma":[0.000023052731,0.00029340677,0.00022972732,0.00009698938,0.000084449515,0.0000049454015,0.00048533155,0.00017743325,0.0013348141],"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":[0.00019880508,0.0004875962,0.00545914,0.0010181922,0.0015169041,0.000019936617,0.0029929483,0.000056144316,0.0061007706,0.0008651405,0.9734624,0.007822027],"study_design_scores_gemma":[0.001132507,0.000117748845,0.0004085028,0.00024181999,0.00007620216,0.00001090041,0.008979436,0.00007571447,0.00095141,0.00003077308,0.98740697,0.0005680377],"about_ca_topic_score_codex":0.00050938904,"about_ca_topic_score_gemma":0.00010460773,"teacher_disagreement_score":0.014756303,"about_ca_system_score_codex":0.000014705665,"about_ca_system_score_gemma":0.00009842805,"threshold_uncertainty_score":0.9999518},"labels":[],"label_agreement":null},{"id":"W6996612579","doi":"","title":"A standard setting study to establish concordance between the Pearson Test of English Academic (PTE A) and the Canadian Language Benchmarks (CLB)","year":2017,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","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; Diafiltration; Liquation; Triacetin; Durvalumab; Emperipolesis","score_opus":0.1172114437795707,"score_gpt":0.3592911943946659,"score_spread":0.24207975061509518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996612579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68767667,0.0004017344,0.00049056724,0.0011069443,0.00072042487,0.0022917546,0.0012207708,0.000042254087,0.30604887],"genre_scores_gemma":[0.93493146,0.000049869606,0.0016718381,0.00008049567,0.0003072848,0.0000016872472,0.000016717573,0.000026123198,0.06291451],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99577576,0.0007063919,0.00060524134,0.0008479092,0.0015998434,0.00046488253],"domain_scores_gemma":[0.97251755,0.022646733,0.0017490649,0.0017270438,0.0010355004,0.00032411492],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.016429858,0.00032202713,0.0011286746,0.00070917525,0.0011970166,0.00021721778,0.003971986,0.00030535713,0.00049992214],"category_scores_gemma":[0.08230607,0.00023149967,0.00022823279,0.0005965071,0.0012665694,0.00024007206,0.0014695538,0.0013372955,0.00001953018],"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":[0.00021139735,0.00002712125,0.7148045,0.000053979184,0.0002450197,0.000047322435,0.16740072,0.00001523871,0.000004247455,0.00034550036,0.027917044,0.08892792],"study_design_scores_gemma":[0.003322441,0.00040953376,0.64894825,0.00061999884,0.00034495795,0.0000035566457,0.2273272,0.00006461477,0.000013704892,0.0084284255,0.109786,0.0007313156],"about_ca_topic_score_codex":0.052764192,"about_ca_topic_score_gemma":0.06004457,"teacher_disagreement_score":0.24725479,"about_ca_system_score_codex":0.00021214728,"about_ca_system_score_gemma":0.0008818077,"threshold_uncertainty_score":0.9571072},"labels":[],"label_agreement":null},{"id":"W6996819645","doi":"","title":"Space telescope and optical reverberation mapping project. IV. Anomalous behavior of the broad ultraviolet emission lines in NGC5548","year":2016,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","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":"Natural Sciences and Engineering Research Council of Canada; University of California, Santa Barbara; Jet Propulsion Laboratory; National Research Foundation of Korea; Space Telescope Science Institute; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; American Academy in Rome; Science and Technology Facilities Council; National Research Foundation; Howard Hughes Medical Institute; Danmarks Grundforskningsfond; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Georgia State University; National Aeronautics and Space Administration; California Institute of Technology; Ministry of Science, ICT and Future Planning; Ohio State University; Danmarks Frie Forskningsfond; National Science Foundation","keywords":"Space Telescope Imaging Spectrograph; Reverberation mapping; Galaxy; Active galactic nucleus; Flux (metallurgy); Photon; Emission spectrum; Spectrograph; Ejecta; Spitzer Space Telescope","score_opus":0.009923723004609608,"score_gpt":0.20008864770293905,"score_spread":0.19016492469832944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996819645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99742115,0.0000059994286,0.0014827906,0.00018990182,0.00004505747,0.0004046288,0.00002714274,0.000012822433,0.00041048898],"genre_scores_gemma":[0.9974431,0.0000062897584,0.0015260355,6.894818e-7,0.000024445142,0.0000015679262,0.000007622541,0.000006967724,0.0009833062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922687,0.00005346153,0.0001873881,0.00020687334,0.00016503221,0.0001603812],"domain_scores_gemma":[0.9993738,0.000031870677,0.0002082614,0.00024302436,0.00009657867,0.00004644974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001695111,0.000116620744,0.00018276877,0.00010560317,0.0001298656,0.000009010633,0.0001887019,0.000057129088,0.00019567412],"category_scores_gemma":[0.0000141525725,0.00009530534,0.00006604392,0.00018550025,0.00018697412,0.00028209816,0.00014360635,0.00009673998,0.000011229753],"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":[0.000021926677,0.00008944037,0.9683799,0.000022282697,0.000010776063,4.1467345e-8,0.0035658153,0.0000017329412,0.026017789,0.00055672595,0.000033394703,0.0013001703],"study_design_scores_gemma":[0.00078315876,0.000020525013,0.98840874,0.00017535471,0.000016944628,0.0000010403735,0.004060333,0.000066898654,0.0060055386,0.0002484805,0.000098996,0.00011401099],"about_ca_topic_score_codex":0.0007634163,"about_ca_topic_score_gemma":0.00003677254,"teacher_disagreement_score":0.020028815,"about_ca_system_score_codex":0.000055405086,"about_ca_system_score_gemma":0.00008102662,"threshold_uncertainty_score":0.3886439},"labels":[],"label_agreement":null},{"id":"W6997013990","doi":"","title":"TERIFIC project, 26 November – 10 December 2019","year":2020,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Oceanographic and Atmospheric Processes","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":"Drifter; Submarine pipeline; Continental shelf; Sea surface temperature; Mooring; Range (aeronautics)","score_opus":0.013746715008863864,"score_gpt":0.1789425008862461,"score_spread":0.16519578587738223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997013990","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014621661,0.000620163,0.00046571041,0.00026040553,0.00042334825,0.00062166044,0.0007001635,0.00029361923,0.98199326],"genre_scores_gemma":[0.020156678,0.00039873185,0.0027770642,0.00014375712,0.00018078431,1.1894838e-7,0.0006630768,0.000030757215,0.97564906],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980751,0.00004276904,0.00023872984,0.0007372162,0.0005118734,0.0003942821],"domain_scores_gemma":[0.99873024,0.00008158599,0.00040951202,0.00042974373,0.00012517095,0.00022371586],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014555239,0.00040667763,0.0006203081,0.00008900381,0.00022619437,0.000040086034,0.0008479844,0.0004088678,0.05014363],"category_scores_gemma":[0.000020096579,0.00044510677,0.0003228718,0.0003308326,0.0004684597,0.0002786655,0.00012527831,0.00048422924,0.0066365376],"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":[0.0006633241,0.00012763916,0.0821424,0.0011393178,0.0007860273,0.0003861013,0.0055417046,0.0001502225,0.00001396576,0.00026239702,0.86540085,0.04338603],"study_design_scores_gemma":[0.00060612557,0.00014711144,0.017543867,0.00020305395,0.00014611191,0.000012305347,0.0012762004,0.0004005131,0.000009841415,0.0009367872,0.97800326,0.0007148253],"about_ca_topic_score_codex":0.001390723,"about_ca_topic_score_gemma":0.0010843613,"teacher_disagreement_score":0.11260239,"about_ca_system_score_codex":0.000016769967,"about_ca_system_score_gemma":0.00068560214,"threshold_uncertainty_score":0.9998001},"labels":[],"label_agreement":null},{"id":"W6997415385","doi":"","title":"The Wellspring: Conversations with David Owen Norris","year":2018,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Genomics, phytochemicals, and oxidative stress","field":"Biochemistry, Genetics and Molecular Biology","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":"PARRY; Piano; Conversation; Globe; Musical; Variety (cybernetics); George (robot)","score_opus":0.005188967704290599,"score_gpt":0.16893665749065373,"score_spread":0.16374768978636314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997415385","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3686872,0.0005584308,0.0088553475,0.00075283163,0.0006493273,0.001623764,0.000781921,0.000073424744,0.61801773],"genre_scores_gemma":[0.13676704,0.00053718966,0.001709571,0.000077415476,0.00040029176,0.0000021215994,0.0006636621,0.00006896639,0.85977376],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877834,0.000042687916,0.00015424432,0.0005489763,0.00020564895,0.00027012793],"domain_scores_gemma":[0.99838954,0.00003383278,0.0003613948,0.0008211957,0.00027302039,0.00012100042],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015570113,0.00027447136,0.00027826588,0.00005517661,0.00034194972,0.00002127818,0.00075660885,0.00033368115,0.00037815757],"category_scores_gemma":[0.000027149285,0.00026219833,0.00019870489,0.000043821296,0.001066037,0.0000059696245,0.00046739544,0.00024374864,0.00022427179],"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":[0.007704478,0.0011745448,0.04169789,0.0016608621,0.012570756,0.0001531344,0.02836614,0.00021504369,0.20126113,0.008831163,0.6826864,0.013678465],"study_design_scores_gemma":[0.001072881,0.00023501192,0.002336645,0.00012674935,0.00016496086,0.0000058817063,0.002101357,0.000012049003,0.022815147,0.0007008707,0.969861,0.00056746043],"about_ca_topic_score_codex":0.000067329565,"about_ca_topic_score_gemma":0.00025331075,"teacher_disagreement_score":0.28717458,"about_ca_system_score_codex":0.00006620341,"about_ca_system_score_gemma":0.0003451056,"threshold_uncertainty_score":0.999983},"labels":[],"label_agreement":null},{"id":"W6998509544","doi":"","title":"The Art &amp;amp; Mobilities Network Inaugural Symposium Instant Journal","year":2018,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Mobilities; Subject (documents); Exhibition; Social network analysis","score_opus":0.016505607864036317,"score_gpt":0.21925649216845025,"score_spread":0.20275088430441393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998509544","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019938093,0.00040199546,0.0011802122,0.00035659055,0.0019094064,0.0010405943,0.0003854624,0.00053988205,0.97424775],"genre_scores_gemma":[0.0031074318,0.0006263882,0.0032184361,0.00003215609,0.0009909193,0.0000016820601,0.000113643626,0.0007061506,0.9912032],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99592084,0.0004969751,0.0004787507,0.0007968282,0.0011653472,0.0011412837],"domain_scores_gemma":[0.99555206,0.00018513367,0.0016343334,0.0018189246,0.0003894372,0.000420098],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015844671,0.0007486543,0.0009615961,0.000523484,0.001273784,0.00016928132,0.0023052825,0.0006951276,0.045829367],"category_scores_gemma":[0.000095260744,0.0007167687,0.00067755196,0.0005807854,0.0027790416,0.00026612318,0.0011039632,0.0011305761,0.081062205],"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":[0.00036440603,0.0001084505,0.0029117782,0.00007662633,0.00071709324,0.000026631733,0.0033112548,0.000044454224,0.000106518164,0.0008902606,0.99117386,0.00026866727],"study_design_scores_gemma":[0.0010226147,0.000056602214,0.00084908004,0.000620957,0.0001945396,0.00007048065,0.0044982345,0.000011068317,0.0000068380054,0.0009743405,0.9909778,0.0007174026],"about_ca_topic_score_codex":0.0007810173,"about_ca_topic_score_gemma":0.0076709986,"teacher_disagreement_score":0.035232835,"about_ca_system_score_codex":0.0005200876,"about_ca_system_score_gemma":0.0004310406,"threshold_uncertainty_score":0.99993485},"labels":[],"label_agreement":null},{"id":"W7000206869","doi":"","title":"The ephemeral effects of fact-checks on COVID-19 misperceptions: evidence from the United States, Great Britain, and Canada","year":2021,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Nucleofection; Gestational period; TSG101; Diafiltration; Hyporeflexia; Dysgeusia; Liquation; Proteogenomics","score_opus":0.023203828219443258,"score_gpt":0.23555466883944357,"score_spread":0.21235084062000031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000206869","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745256,0.0033700948,0.0005869872,0.0026917204,0.00045315662,0.002893993,0.004042091,0.00023128522,0.011205101],"genre_scores_gemma":[0.363912,0.012039788,0.001106478,0.0020067794,0.0002951082,0.00001595046,0.00344498,0.0012460314,0.6159329],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99675757,0.00074926205,0.00025913175,0.00080400764,0.00093896524,0.00049106404],"domain_scores_gemma":[0.99488974,0.0024410952,0.0007086516,0.0013809822,0.0002143635,0.000365201],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000455162,0.0005066983,0.0006772369,0.00024288494,0.0005648024,0.000049766848,0.0012297203,0.00032194122,0.007882955],"category_scores_gemma":[0.00088803686,0.00043918498,0.00020379813,0.00053385244,0.0012341941,0.000076829274,0.00067557883,0.0006460867,0.00014702292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006267888,0.00018640189,0.040256936,0.0010572659,0.0018910825,0.0004864226,0.017141271,0.00020760379,0.00074411713,0.0003031828,0.93629414,0.00080477976],"study_design_scores_gemma":[0.0026518246,0.00013411736,0.06833019,0.0035921023,0.0005830374,0.000009603559,0.043292888,0.00017356085,0.00019465413,0.00022613724,0.87981576,0.000996126],"about_ca_topic_score_codex":0.98128253,"about_ca_topic_score_gemma":0.9237097,"teacher_disagreement_score":0.6106136,"about_ca_system_score_codex":0.0007197439,"about_ca_system_score_gemma":0.0011888685,"threshold_uncertainty_score":0.999806},"labels":[],"label_agreement":null},{"id":"W7000733548","doi":"","title":"GRADE ADOLOPMENT Process to Develop 24-Hour Movement Behavior Recommendations and Physical Activity Guidelines for the Under 5s in the UK, 2019","year":2019,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":2,"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":"Physical activity; Guideline; Grading (engineering); Process (computing); Stakeholder; Sedentary behavior; Behaviour change","score_opus":0.07373757205262688,"score_gpt":0.3360982070483516,"score_spread":0.2623606349957247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000733548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786191,0.000004862634,0.0007911673,0.01827182,0.00009393633,0.0020295803,0.00004075652,0.000020574616,0.00012820523],"genre_scores_gemma":[0.9974027,0.000012565991,0.0011002609,0.0005595896,0.000047160927,0.00001925098,0.000014500788,0.000012133286,0.00083178753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889386,0.000057090103,0.00011949134,0.00035850142,0.00033504082,0.00023600015],"domain_scores_gemma":[0.9988846,0.00024803524,0.00011419143,0.00036217624,0.0003011142,0.00008988673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038746683,0.00016499296,0.00030294427,0.00008222225,0.0002267997,0.00001297326,0.00029486453,0.000059375037,0.00012953918],"category_scores_gemma":[0.00007209938,0.00012508748,0.00009021275,0.00031381604,0.000092335446,0.00013073043,0.00033583475,0.00023695355,0.00004964148],"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":[0.0007266828,0.017290847,0.88586044,0.00039666376,0.00041513893,0.0000107942315,0.04804549,0.0003123613,0.007887885,0.0027459064,0.0066993604,0.02960844],"study_design_scores_gemma":[0.0014080867,0.00017699889,0.9782349,0.00009089509,0.00011844339,0.0000017773694,0.016109526,0.00043986744,0.0014829359,0.0007892239,0.0009779984,0.00016935686],"about_ca_topic_score_codex":0.00050973136,"about_ca_topic_score_gemma":0.00024622245,"teacher_disagreement_score":0.09237446,"about_ca_system_score_codex":0.00011233203,"about_ca_system_score_gemma":0.00010648528,"threshold_uncertainty_score":0.5100919},"labels":[],"label_agreement":null},{"id":"W7001095323","doi":"","title":"Influence of carbon concentration, shear stress and temperature on survival of Legionella pneumophila in drinking water biofilms","year":2006,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","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":"Bacteria; Work (physics); Legionella pneumophila; Phase (matter)","score_opus":0.0064264743092043025,"score_gpt":0.20246169973748276,"score_spread":0.19603522542827845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001095323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99900204,0.00003687341,0.000003481582,0.00008751197,0.000019249315,0.00013058625,0.000016158918,0.000003008539,0.0007011077],"genre_scores_gemma":[0.9996639,0.00006582249,0.000033139604,0.0000054376114,0.00001958732,2.1308061e-7,0.000038596456,0.000006141531,0.00016716913],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992405,0.00004938088,0.0001358849,0.00024060054,0.000171366,0.00016223994],"domain_scores_gemma":[0.9995742,0.0000109542325,0.00007540245,0.00019651842,0.00010620252,0.000036730733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013429394,0.00009490431,0.00017281684,0.000070259266,0.000039849536,0.0000043208206,0.00015739772,0.0001364773,0.0000067684987],"category_scores_gemma":[0.000008350173,0.000093629606,0.00004415651,0.000084912506,0.00027328925,0.000007460046,0.00012513837,0.00010611106,0.0000010374399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011058779,0.00006544538,0.25795358,0.00004876973,0.00001338052,0.000005501469,0.0005009038,0.0013338316,0.73981446,0.00012848208,0.0000041742223,0.000020919233],"study_design_scores_gemma":[0.0007369833,0.00009747124,0.29001158,0.000084275205,0.000005865386,0.0000011526796,0.0007164422,0.00004266584,0.7080659,0.000051445655,0.0000802883,0.00010592558],"about_ca_topic_score_codex":0.0013798387,"about_ca_topic_score_gemma":0.00020180007,"teacher_disagreement_score":0.03205801,"about_ca_system_score_codex":0.000010264213,"about_ca_system_score_gemma":0.000037904927,"threshold_uncertainty_score":0.38181046},"labels":[],"label_agreement":null},{"id":"W7001297904","doi":"","title":"The interaction of fire, climate and vegetation in the boreal forest of Alaska-Yukon during the Holocene","year":2006,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","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":"Vegetation (pathology); Taiga; Fire history; Boreal; Holocene; Deciduous; Tree line; Fire regime; Population; Climate change","score_opus":0.00685196207269963,"score_gpt":0.19906501359268952,"score_spread":0.19221305151998988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001297904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9743525,0.000045942063,0.0001144828,0.00013100595,0.00009485992,0.00048617832,0.0000035169926,0.00002367208,0.024747858],"genre_scores_gemma":[0.99876016,0.00029014956,0.00007496704,0.000013578412,0.000040350296,0.0000026708985,0.00020154683,0.000011480668,0.00060511456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914545,0.00002874266,0.000258972,0.00017998139,0.00025525474,0.00013161874],"domain_scores_gemma":[0.99867713,0.00006877547,0.00084944675,0.00024666742,0.0001541883,0.0000037816528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047622455,0.00014015293,0.00020077916,0.00021580118,0.00025740894,0.000052675678,0.00039262525,0.00009671867,0.000029407405],"category_scores_gemma":[0.000028586688,0.00010379218,0.000091106594,0.00030956132,0.000116235075,0.00039507402,0.00012085983,0.00016830173,0.0000038826033],"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":[0.0023300666,0.00066176447,0.8666613,0.00961324,0.00038293388,0.00001957905,0.019459834,0.0039881864,0.00023134694,0.0410872,0.0018732109,0.053691305],"study_design_scores_gemma":[0.0004001249,0.000010232152,0.9776785,0.00026838438,0.00009418866,2.5253152e-7,0.016483715,0.003452634,0.00016648821,0.00085918594,0.00046690096,0.00011940089],"about_ca_topic_score_codex":0.0029141682,"about_ca_topic_score_gemma":0.0032116198,"teacher_disagreement_score":0.11101716,"about_ca_system_score_codex":0.000017970338,"about_ca_system_score_gemma":0.000008697506,"threshold_uncertainty_score":0.440537},"labels":[],"label_agreement":null},{"id":"W7001309031","doi":"","title":"Job preservation through worker cooperatives. An overview of international experiences and strategies","year":2014,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":1,"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":"International Labour Organization","keywords":"Work (physics); Data collection; Context (archaeology); Qualitative research","score_opus":0.06480475331670642,"score_gpt":0.31372201980254355,"score_spread":0.24891726648583712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001309031","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3137288,0.00040770954,0.0013325709,0.00040840456,0.00039643873,0.00045805398,0.00009834816,0.00004569249,0.683124],"genre_scores_gemma":[0.37567103,0.003803638,0.0018476315,0.00013127975,0.00022719656,0.000002846718,0.00014168426,0.000024114232,0.6181506],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987687,0.00012904633,0.00017339714,0.00031056584,0.00047025378,0.00014804979],"domain_scores_gemma":[0.9989941,0.00005620793,0.00034081133,0.00022451059,0.00031003196,0.00007434933],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003279712,0.00014707887,0.0003003323,0.000085077096,0.000320295,0.000055659148,0.00055272086,0.00020997702,0.0039057077],"category_scores_gemma":[0.00002804836,0.0001636613,0.00007643654,0.00009722986,0.00093429757,0.0011230237,0.0002056115,0.00014973796,0.00000496852],"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":[0.00003069458,0.00006694462,0.0022474257,0.000036000914,0.00011917203,0.000001866974,0.25437918,0.0000121790945,0.00002318402,0.7395268,0.001581404,0.0019751647],"study_design_scores_gemma":[0.00052696886,0.00008172762,0.027256735,0.00034211995,0.000050625014,1.9348334e-7,0.23460698,0.00003862244,0.000016874743,0.013697667,0.7230703,0.00031114114],"about_ca_topic_score_codex":0.0047984407,"about_ca_topic_score_gemma":0.0066090175,"teacher_disagreement_score":0.7258291,"about_ca_system_score_codex":0.000071174305,"about_ca_system_score_gemma":0.00040458448,"threshold_uncertainty_score":0.99700487},"labels":[],"label_agreement":null},{"id":"W7001923801","doi":"","title":"Living in precarious partnerships","year":2025,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Prenatal Screening and Diagnostics","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":"Cohabitation; General partnership; Precarity; Feeling; Quarter (Canadian coin); Economic stability; Government (linguistics)","score_opus":0.02472940732939478,"score_gpt":0.23452115938012558,"score_spread":0.2097917520507308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001923801","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072507435,0.00042179145,0.001176809,0.00019228584,0.00015421315,0.00045591287,0.00006938626,0.0002010538,0.9900778],"genre_scores_gemma":[0.26722026,0.00016939738,0.0018724402,0.000044671968,0.000050729835,5.108696e-7,0.000042142576,0.000069871865,0.73052996],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990144,0.00005218506,0.00012016064,0.0003612907,0.0002184485,0.00023355708],"domain_scores_gemma":[0.99910444,0.00015234936,0.00015204216,0.0004321564,0.00003526007,0.00012373652],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015832929,0.00018924089,0.00048188135,0.00046022166,0.000031917843,0.0000051084694,0.00023536371,0.00039561276,0.005405133],"category_scores_gemma":[0.00021656275,0.00023698433,0.00014344449,0.00021922117,0.00013400428,0.000026111647,0.00029790524,0.00039250928,0.00029968005],"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":[0.00047580586,0.0010727226,0.6799059,0.0023805283,0.000827168,0.0010971307,0.0095469775,0.000021473292,0.000046163284,0.002774383,0.26745915,0.034392573],"study_design_scores_gemma":[0.004366425,0.00022545006,0.33030936,0.020095458,0.0006206344,0.000017058275,0.005878391,0.0002731455,0.00007888972,0.00028515217,0.63681674,0.0010333253],"about_ca_topic_score_codex":0.005305262,"about_ca_topic_score_gemma":0.0021900446,"teacher_disagreement_score":0.36935756,"about_ca_system_score_codex":0.000077504395,"about_ca_system_score_gemma":0.00019652152,"threshold_uncertainty_score":0.9955041},"labels":[],"label_agreement":null},{"id":"W7002411197","doi":"","title":"New frontiers in microsimulation modelling","year":2009,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Data Analysis with R","field":"Computer 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":"Microsimulation; Public policy; Government (linguistics); Variety (cybernetics); Relevance (law); Policy analysis; Social policy","score_opus":0.012453459725041888,"score_gpt":0.18394901265629382,"score_spread":0.17149555293125193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002411197","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046473564,0.00009474703,0.9542709,0.00012565512,0.00014375639,0.00022217626,0.000013106045,0.0000814903,0.04458345],"genre_scores_gemma":[0.004282508,0.00011472252,0.49679255,0.00006490716,0.000061240265,1.058815e-7,0.00015906525,0.000024792991,0.4985001],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99814963,0.000050233677,0.00026968063,0.0007801541,0.00045337208,0.0002969038],"domain_scores_gemma":[0.9982124,0.000034073608,0.0004292294,0.0010730593,0.000092669114,0.00015858907],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000280624,0.00027805142,0.0005945748,0.00082549616,0.000090487934,0.000055914046,0.002052716,0.00033750376,0.00017669362],"category_scores_gemma":[0.000007130096,0.00039135752,0.00025564226,0.0003773888,0.00006878404,0.0007076142,0.0005170363,0.00042111063,0.00023976163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024190411,0.00036515624,0.006979447,0.00032310432,0.0008286987,0.00045363512,0.027408825,0.32467294,0.000115731105,0.03376569,0.28921583,0.31562904],"study_design_scores_gemma":[0.0022167661,0.00007328227,0.0023332494,0.0006728169,0.00017454725,0.0000046831374,0.00045609736,0.78139114,0.00006244218,0.07061401,0.14062357,0.0013773722],"about_ca_topic_score_codex":0.0005645348,"about_ca_topic_score_gemma":0.00010267558,"teacher_disagreement_score":0.4574783,"about_ca_system_score_codex":0.00035892933,"about_ca_system_score_gemma":0.00049172435,"threshold_uncertainty_score":0.99985385},"labels":[],"label_agreement":null},{"id":"W7004919559","doi":"","title":"OST: Group Exhibition","year":2023,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Chemical synthesis and alkaloids","field":"Chemistry","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":"Exhibition; Painting; Power (physics); Space (punctuation); Counterpoint; Futures contract; Point (geometry); Work (physics)","score_opus":0.01080098390213554,"score_gpt":0.184445522580094,"score_spread":0.17364453867795845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004919559","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023762051,0.0000694714,0.00017704128,0.00008421594,0.00013535305,0.00010835418,0.00036074925,0.0009785172,0.9743242],"genre_scores_gemma":[0.051905308,0.00026935613,0.00048492246,0.000012377888,0.00026027847,9.49771e-7,0.00015567643,0.00054593873,0.9463652],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987792,0.000011989655,0.00013545994,0.0005033616,0.00030383057,0.00026616242],"domain_scores_gemma":[0.9989996,0.000059701615,0.0002727564,0.0005142455,0.000023082814,0.00013062746],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008146299,0.0002579065,0.00042123435,0.00013340473,0.00006920574,0.000010440958,0.00043872462,0.0005209014,0.10400225],"category_scores_gemma":[0.000030121542,0.0003267633,0.0003026779,0.0001353503,0.0001936132,0.00004494631,0.00028874533,0.00029010014,0.002737079],"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":[0.00023842661,0.00096821407,0.0073364694,0.0029651828,0.0013420234,0.00034690183,0.0026259397,0.000002378093,0.1583938,0.0026336117,0.735626,0.08752107],"study_design_scores_gemma":[0.0008922387,0.000011112055,0.0005410746,0.0012507543,0.000117428666,0.0000029543507,0.0019969835,0.000019340046,0.009261228,0.0003887631,0.984837,0.0006811183],"about_ca_topic_score_codex":0.0017905211,"about_ca_topic_score_gemma":0.0005750003,"teacher_disagreement_score":0.24921103,"about_ca_system_score_codex":0.00009070837,"about_ca_system_score_gemma":0.000021139216,"threshold_uncertainty_score":0.99991846},"labels":[],"label_agreement":null},{"id":"W7005219523","doi":"","title":"Proceedings of the 50th UK conference on human responses to vibration","year":2015,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Primate Behavior and Ecology","field":"Psychology","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":"Ministère de la Défense Nationale","keywords":"Vibration; Sitting; Noise (video); Provocation test; Whole body vibration; Backpack","score_opus":0.11481374847661807,"score_gpt":0.3223279620482312,"score_spread":0.20751421357161315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005219523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94660044,9.507294e-7,0.00007077762,0.0005338526,0.00016966143,0.00026182798,0.000018740264,0.000026323372,0.052317407],"genre_scores_gemma":[0.99371696,3.957135e-7,0.00020074844,0.000070081776,0.000011518479,0.0000010652892,0.0000023503296,0.000006352918,0.0059905564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992681,0.000040669864,0.00011622694,0.000240152,0.00016753185,0.000167299],"domain_scores_gemma":[0.99930197,0.000021637547,0.00015767582,0.00023967208,0.00018173296,0.00009730777],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027979605,0.000091698304,0.00017992182,0.00012598438,0.00010881677,0.000006427316,0.0004441395,0.00011336351,0.002385145],"category_scores_gemma":[0.00003785165,0.00009110718,0.000065775705,0.0001609299,0.00017557786,0.00006647999,0.00021140321,0.00012559917,0.0003765938],"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":[0.0020999734,0.00063531596,0.6882855,0.00003382073,0.000086301414,0.00001114208,0.098740675,0.000007880937,0.10924074,0.090091325,0.009551578,0.0012156862],"study_design_scores_gemma":[0.00087867316,0.00031857926,0.9679239,0.00002895864,0.000027322178,0.0000036819847,0.023620496,0.000004760456,0.005090969,0.0012351366,0.00074193825,0.00012558443],"about_ca_topic_score_codex":0.0004062056,"about_ca_topic_score_gemma":0.000083434854,"teacher_disagreement_score":0.27963835,"about_ca_system_score_codex":0.000058309302,"about_ca_system_score_gemma":0.00004903264,"threshold_uncertainty_score":0.9985268},"labels":[],"label_agreement":null},{"id":"W7005317537","doi":"","title":"Philosemitism, antisemitism and ‘the Jews’: perspectives from the Middle Ages to the Twentieth Century","year":2004,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","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":"Antisemitism; Toleration; The Holocaust; Enlightenment; Judaism; Middle Ages; Talmud","score_opus":0.00848064073703288,"score_gpt":0.19473625625481691,"score_spread":0.18625561551778402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005317537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52971715,0.05220608,0.013583716,0.021168463,0.0006077854,0.0072740153,0.0016230406,0.00030079542,0.37351897],"genre_scores_gemma":[0.58768934,0.016575757,0.0013806539,0.0009208201,0.0006799288,0.000007835139,0.00075311767,0.000101551974,0.39189097],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984334,0.00015662666,0.00017772027,0.0006933769,0.00029915496,0.00023972771],"domain_scores_gemma":[0.9982357,0.000084909356,0.000295621,0.0011520423,0.00014785063,0.00008389403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003686863,0.00031614743,0.00040881408,0.000064993874,0.00039659278,0.000053817254,0.0011233819,0.00032155163,0.00030158585],"category_scores_gemma":[0.000067310124,0.00022846232,0.00042766478,0.00009186692,0.0012406668,0.000009813788,0.0011446918,0.00043314238,0.00004626783],"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":[0.0017002468,0.0009910519,0.004908662,0.00046356386,0.013930273,0.0003994315,0.28212133,0.00012842964,0.05965047,0.016807968,0.5796468,0.039251745],"study_design_scores_gemma":[0.0021509207,0.00011591912,0.005990441,0.0004427457,0.000889748,0.000019998823,0.018986283,0.000009843432,0.0047816643,0.0062173097,0.95959663,0.0007984967],"about_ca_topic_score_codex":0.0011146846,"about_ca_topic_score_gemma":0.00039891546,"teacher_disagreement_score":0.3799498,"about_ca_system_score_codex":0.000096263866,"about_ca_system_score_gemma":0.00019401463,"threshold_uncertainty_score":0.9316423},"labels":[],"label_agreement":null},{"id":"W7005346505","doi":"","title":"\"Prisoner on prisoner drug searches in prisons in England and Wales: ‘business as usual’\"","year":2021,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Criminal Justice and Corrections Analysis","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":"Prison; Quarter (Canadian coin); Sexual assault; Sex offender; Criminal justice; Sex offense","score_opus":0.025138023273872052,"score_gpt":0.2697315757010144,"score_spread":0.24459355242714237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005346505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928282,0.00006307471,0.00018633125,0.0013431995,0.00006400687,0.00012172745,0.000005209112,0.000019486433,0.005368757],"genre_scores_gemma":[0.99463624,0.00045091263,0.00026827535,0.00003403427,0.000026576594,7.551901e-7,0.000005609376,0.00000622758,0.0045713526],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99869776,0.00023677861,0.00013024194,0.00035719157,0.00031624667,0.00026179495],"domain_scores_gemma":[0.99927753,0.00019054535,0.0000746137,0.0001977846,0.0001536391,0.00010589407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005302615,0.000105967236,0.0002503619,0.00032910943,0.00027661968,0.000034092493,0.00018843732,0.00010323822,0.0008887955],"category_scores_gemma":[0.00021865201,0.00013081847,0.000069968606,0.0010280304,0.00028306863,0.00019406421,0.00015454729,0.00024951185,0.00007812511],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017290955,0.00062014104,0.46701044,0.000086792905,0.000055939134,0.00023576454,0.47784874,0.00021726332,0.00026244868,0.001267604,0.00008730369,0.05213465],"study_design_scores_gemma":[0.0008266622,0.000018171719,0.22939166,0.00012944556,0.000055172553,0.000001779072,0.7566703,0.00016306144,0.00015833271,0.0002315166,0.012155552,0.00019833999],"about_ca_topic_score_codex":0.05412214,"about_ca_topic_score_gemma":0.18037993,"teacher_disagreement_score":0.27882156,"about_ca_system_score_codex":0.00012983431,"about_ca_system_score_gemma":0.0002444311,"threshold_uncertainty_score":0.97316873},"labels":[],"label_agreement":null},{"id":"W7005857576","doi":"","title":"School effectiveness","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Biological and pharmacological studies of plants","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":"Encyclopedia; Reading (process); Work (physics); International education; Resource (disambiguation); Comparative education; Field (mathematics)","score_opus":0.045891098976372835,"score_gpt":0.24068551115597928,"score_spread":0.19479441217960644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005857576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98408383,0.0000655991,0.00036833168,0.0002485048,0.00006796668,0.00026394904,0.000016534279,0.00006788721,0.014817372],"genre_scores_gemma":[0.9976614,0.00019808135,0.00058362394,0.00012603794,0.000032152282,4.4491404e-7,0.000009186721,0.0000035194296,0.0013855194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99928343,0.000059165304,0.00007892246,0.00023901969,0.00015310483,0.00018637512],"domain_scores_gemma":[0.999433,0.000099623234,0.00005843819,0.00012980982,0.00007682054,0.00020235282],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014069492,0.000105685,0.0003175507,0.00003997084,0.00020512388,0.0000011085324,0.0001399799,0.000116856616,0.0049781785],"category_scores_gemma":[0.0000658235,0.00009066626,0.00014508651,0.00012461763,0.0003379784,0.000041562947,0.00017075092,0.00021255248,0.00080895715],"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":[0.0017929946,0.0005197823,0.9723173,0.00012534008,0.0002434151,0.0004958278,0.00045816306,0.000004877381,0.01890095,0.00014138753,0.0015151328,0.003484825],"study_design_scores_gemma":[0.0017610703,0.00022615505,0.9872529,0.000043188793,0.00003960142,0.000040659703,0.00031464544,0.00001375199,0.0018012992,0.00013358357,0.008263177,0.00010999779],"about_ca_topic_score_codex":0.00017220795,"about_ca_topic_score_gemma":0.0000034428572,"teacher_disagreement_score":0.01709965,"about_ca_system_score_codex":0.00004133276,"about_ca_system_score_gemma":0.000029679803,"threshold_uncertainty_score":0.999969},"labels":[],"label_agreement":null},{"id":"W7008276604","doi":"","title":"Antigenicity of the norovirus capsid","year":2004,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Viral gastroenteritis research and epidemiology","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":"Capsid; Monoclonal antibody; Epitope; Antigenicity; Antibody; Norovirus; Virus","score_opus":0.014146138977651816,"score_gpt":0.24987908446987647,"score_spread":0.23573294549222465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008276604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908456,0.000089290355,0.00008642635,0.00028062167,0.00024073904,0.00046973105,0.00010221351,0.000019275425,0.007866087],"genre_scores_gemma":[0.9881329,0.00024444782,0.00044847646,0.000041676325,0.000032412085,4.7093937e-7,0.00020216135,0.00001741999,0.010880064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858356,0.00010363117,0.00026104818,0.00033766584,0.0003937378,0.00032034967],"domain_scores_gemma":[0.9986691,0.00001616343,0.00040088742,0.0005255055,0.00023614666,0.00015222305],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000238939,0.00018997276,0.0006812634,0.00016487596,0.00011901515,0.0000024436386,0.00045068059,0.0003078393,0.0015397801],"category_scores_gemma":[0.00018069765,0.0001775934,0.0005055885,0.0001809597,0.00034346824,0.00005143584,0.0001485209,0.00056450075,0.00009412966],"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":[0.009569746,0.0016099005,0.80341053,0.005679887,0.0021144787,0.00036718295,0.018838938,0.00010219373,0.13416345,0.0009810816,0.004521249,0.018641368],"study_design_scores_gemma":[0.002046555,0.0002892243,0.9823674,0.00092295127,0.0001678144,0.00001991667,0.0057107112,0.000016360702,0.006416925,0.0003189393,0.0015611373,0.00016204656],"about_ca_topic_score_codex":0.0054335967,"about_ca_topic_score_gemma":0.0025810534,"teacher_disagreement_score":0.1789569,"about_ca_system_score_codex":0.0001245779,"about_ca_system_score_gemma":0.00039860955,"threshold_uncertainty_score":0.99937296},"labels":[],"label_agreement":null},{"id":"W7008344893","doi":"","title":"The British Cochlear Implant Group Quality Standards for 2022","year":2022,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Nice; Cochlear implant; Work (physics); Service delivery framework; Cochlear implantation; Service (business); Rehabilitation; Quality (philosophy)","score_opus":0.01491088903494182,"score_gpt":0.25389280144869053,"score_spread":0.23898191241374872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008344893","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016231991,0.0016907952,0.0040587685,0.00034293157,0.0021536408,0.0061310627,0.1389119,0.0015982533,0.82888067],"genre_scores_gemma":[0.00394649,0.00064286526,0.0012266051,0.00005416219,0.00020911942,0.000019013823,0.00177507,0.0011556004,0.9909711],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956621,0.000487595,0.0003674646,0.001045694,0.001667767,0.00076941075],"domain_scores_gemma":[0.99667877,0.00031594085,0.0011721965,0.0013658861,0.0002310907,0.00023614407],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0030630021,0.00046520808,0.00092220533,0.00026202347,0.0021621925,0.0001649567,0.001924768,0.0003934093,0.07608642],"category_scores_gemma":[0.0002034971,0.0006033555,0.00070861017,0.00033237544,0.00085853675,0.000107836495,0.0013439554,0.0007603672,0.00080047024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065214286,0.00017468982,0.0009653474,0.00026318984,0.00065457437,0.00007236315,0.0011726869,0.0000029099774,0.000095740485,0.001989369,0.9880125,0.0059444667],"study_design_scores_gemma":[0.0023241246,0.0001151516,0.0025685208,0.00014257853,0.00014617953,0.00002610171,0.012130709,0.000016111459,0.0000054900033,0.00049988384,0.98136914,0.0006560181],"about_ca_topic_score_codex":0.022726726,"about_ca_topic_score_gemma":0.04489717,"teacher_disagreement_score":0.16209042,"about_ca_system_score_codex":0.0008797348,"about_ca_system_score_gemma":0.000434626,"threshold_uncertainty_score":0.9999775},"labels":[],"label_agreement":null},{"id":"W7008593392","doi":"","title":"Children’s views of nursing and medical roles:\\nimplications for advanced nursing practice","year":2006,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Pediatric Pain Management Techniques","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":"Nursing practice; Quarter (Canadian coin); Nursing research; Health care; Nurse education; MEDLINE; Clinical Practice; Medical practice; Primary nursing","score_opus":0.016208594162984088,"score_gpt":0.30247586141933935,"score_spread":0.28626726725635526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008593392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68376076,0.00030737708,0.2955166,0.0046919105,0.000035298912,0.0013588989,0.000026825099,0.00014785034,0.014154464],"genre_scores_gemma":[0.9384735,0.00017177033,0.060932793,0.00006260349,0.000063410276,0.0000024460826,0.0000410122,0.000012872742,0.00023958374],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989505,0.000049768227,0.00021062522,0.00028871905,0.0003195009,0.00018088632],"domain_scores_gemma":[0.9989692,0.00016287247,0.00029630034,0.00031163933,0.00015587636,0.00010409834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046768595,0.00011203713,0.0003020779,0.00020734027,0.00011409509,0.000004114807,0.000169951,0.00011678457,0.000075346485],"category_scores_gemma":[0.00023780664,0.00013930899,0.00010225338,0.0001930227,0.00032648907,0.00017695228,0.000054731594,0.00013871846,0.000004803283],"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":[0.0024137131,0.0067845564,0.25641036,0.00085057184,0.00057727884,0.000037986483,0.013179402,0.00003937351,0.01787725,0.033330932,0.023385217,0.64511335],"study_design_scores_gemma":[0.006897422,0.00043028497,0.95229995,0.0019882882,0.0012731907,0.00010014011,0.011922522,0.0012629065,0.0023279816,0.011938192,0.009044278,0.00051484973],"about_ca_topic_score_codex":0.0001133958,"about_ca_topic_score_gemma":0.0000108413,"teacher_disagreement_score":0.6958896,"about_ca_system_score_codex":0.0001057213,"about_ca_system_score_gemma":0.000074819014,"threshold_uncertainty_score":0.56808555},"labels":[],"label_agreement":null},{"id":"W7009159188","doi":"","title":"Donner une voix aux Inuits urbains: \"Photovoice\" comme une pratique de multilittératie dans la construction d’identité et de savoirs transfrontaliers","year":2011,"lang":"fr","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Photovoice; Literacy; Context (archaeology); Appropriation","score_opus":0.04401062758751198,"score_gpt":0.2956048450714287,"score_spread":0.25159421748391675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009159188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91963077,0.00012460536,0.017849706,0.008369724,0.001071686,0.0015662547,0.00047021176,0.0001182827,0.050798755],"genre_scores_gemma":[0.97550535,0.00072485255,0.010678811,0.00065902073,0.00008467009,0.0000115997855,0.00004803773,0.000056390843,0.012231276],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9952117,0.0018588215,0.0005634047,0.00062232587,0.00025686398,0.001486881],"domain_scores_gemma":[0.9976856,0.00040794726,0.00055591593,0.0005593571,0.00038085374,0.00041031148],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018397392,0.00042682688,0.00074340956,0.00023056434,0.0030836754,0.000014365581,0.0005935392,0.0011819936,0.0031697715],"category_scores_gemma":[0.00014885259,0.0005559625,0.000314888,0.0004550233,0.0019101175,0.00042031377,0.00043204828,0.0015419719,0.00039452288],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036005065,0.0005659759,0.1032123,0.0005364513,0.0004430648,0.00018761095,0.855845,0.000058664416,0.00058315374,0.036578808,0.0008454725,0.0007834842],"study_design_scores_gemma":[0.0027517274,0.0002764571,0.16864811,0.0003809832,0.00030226592,0.00007007217,0.80441004,0.00038201688,0.00022423068,0.0034934105,0.01856135,0.0004993575],"about_ca_topic_score_codex":0.40554795,"about_ca_topic_score_gemma":0.65601265,"teacher_disagreement_score":0.2504647,"about_ca_system_score_codex":0.0016316564,"about_ca_system_score_gemma":0.0024436952,"threshold_uncertainty_score":0.99968916},"labels":[],"label_agreement":null},{"id":"W7009565431","doi":"","title":"Essays on the industrial organisation of the international copper industry","year":2015,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"","field":"","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":"Economic and Social Research Council; University of Toronto","keywords":"Sunk costs; Production (economics); Investment (military); Copper mine; Aggregate (composite); Econometric model; Market power; Supply and demand; Mining industry","score_opus":0.05035365637734104,"score_gpt":0.22158101620213036,"score_spread":0.17122735982478932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009565431","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12530623,0.00000786217,0.000014301777,0.0011232352,0.00107285,0.0008663348,0.0017102978,0.00013006703,0.8697688],"genre_scores_gemma":[0.43251526,0.00000635733,0.0000868354,0.000087767075,0.00043187008,0.0000015680505,0.00014780811,0.00037799217,0.5663445],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976079,0.00025639244,0.00022102296,0.00043099522,0.0012566273,0.00022709882],"domain_scores_gemma":[0.9974499,0.00009258841,0.0011253132,0.0010190508,0.00021441368,0.00009874621],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00075004424,0.00031790527,0.00040445532,0.00034553208,0.00012651464,0.000018430934,0.0020583933,0.0011530138,0.051409382],"category_scores_gemma":[0.0002570744,0.0002544565,0.00020428853,0.00041617185,0.0007307542,0.00008271878,0.0008326076,0.0013950681,0.0036941946],"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":[0.00015429391,0.0001674927,0.009714426,0.000012910612,0.0003872237,0.0000033382528,0.0028371287,0.00002404613,0.00038560983,0.002535496,0.98357934,0.0001986795],"study_design_scores_gemma":[0.0031642416,0.00006473898,0.00524877,0.00075762,0.00023202001,0.0000050224767,0.017446801,0.000035163368,0.0011783658,0.0009128798,0.9704061,0.00054828246],"about_ca_topic_score_codex":0.0014878736,"about_ca_topic_score_gemma":0.00039555464,"teacher_disagreement_score":0.30720904,"about_ca_system_score_codex":0.00035785703,"about_ca_system_score_gemma":0.0005396512,"threshold_uncertainty_score":0.99999076},"labels":[],"label_agreement":null},{"id":"W7009642078","doi":"","title":"Experiences from other jurisdictions","year":2016,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Hydraulic fracturing; Emotive; Oil shale; Fossil fuel; Petroleum; Shale gas; Petroleum industry","score_opus":0.01332721680723258,"score_gpt":0.22231203109747485,"score_spread":0.20898481429024227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009642078","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02706934,0.00012465107,0.0022287911,0.00007578321,0.00060037273,0.00047983904,0.0029462478,0.00084292784,0.965632],"genre_scores_gemma":[0.024701145,0.000054799264,0.002124005,0.000022156013,0.00028559638,0.000003236277,0.0000672803,0.0006600035,0.9720818],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786144,0.00012123898,0.00018705723,0.00084921723,0.0005654862,0.00041556143],"domain_scores_gemma":[0.9979087,0.000062606596,0.0006518786,0.0010832449,0.00006661369,0.00022693402],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013565959,0.00043630766,0.0006279279,0.0006464195,0.00017615572,0.000017468246,0.001091508,0.00054264587,0.42007774],"category_scores_gemma":[0.00001763238,0.0004708494,0.00034407852,0.00023642094,0.000980575,0.00015914053,0.00039413417,0.00026595054,0.08717072],"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":[0.0001568464,0.00033459187,0.0068362365,0.000046888552,0.0010304186,0.000052467443,0.06316907,9.09028e-7,0.0017546115,0.00076418265,0.9231522,0.0027015805],"study_design_scores_gemma":[0.00097277475,0.000018572786,0.0014978527,0.00039683914,0.00010786537,0.000001234297,0.021631058,0.0000052569476,0.00019792253,0.00022301255,0.974388,0.000559598],"about_ca_topic_score_codex":0.011322943,"about_ca_topic_score_gemma":0.0019829008,"teacher_disagreement_score":0.33290702,"about_ca_system_score_codex":0.00014109997,"about_ca_system_score_gemma":0.00012871773,"threshold_uncertainty_score":0.99977434},"labels":[],"label_agreement":null},{"id":"W7010525417","doi":"","title":"Inquiries in linguistic development: in honor of Lydia White","year":2006,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Language Development and Disorders","field":"Psychology","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":"Generative grammar; Learnability; Honor; Focus (optics); Argument (complex analysis); Language acquisition; Tribute; Field (mathematics); Comprehension approach","score_opus":0.013371496017652857,"score_gpt":0.2233834039999375,"score_spread":0.21001190798228464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010525417","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17905006,0.00017050367,0.00056239526,0.000030060073,0.0003882218,0.00048530183,0.00004854354,0.000042547374,0.8192224],"genre_scores_gemma":[0.20777626,0.00001405266,0.0025478425,0.000025112382,0.000040834828,0.0000022773681,0.00039114634,0.000046152985,0.7891563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825215,0.00006771914,0.0004784665,0.0005412143,0.00028227258,0.00037814848],"domain_scores_gemma":[0.9988464,0.00008330411,0.00046887467,0.00040634905,0.00012981321,0.00006526599],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003158047,0.00032315595,0.0007110782,0.0009996463,0.000048500253,0.000006607701,0.000560114,0.0005137252,0.0052115615],"category_scores_gemma":[0.00005488733,0.0004334068,0.000119869794,0.00033737445,0.000669895,0.00006410503,0.00027136572,0.0004196396,0.00046318787],"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":[0.0007399579,0.0008565259,0.5592308,0.0008866851,0.00040923158,0.00089509675,0.3903768,0.000049293318,0.000015462623,0.016741037,0.018742388,0.011056743],"study_design_scores_gemma":[0.008972375,0.00009856762,0.7141728,0.001893833,0.000120839344,0.000007042668,0.02658121,0.000013161613,0.000048302438,0.009459366,0.23649733,0.0021351748],"about_ca_topic_score_codex":0.0008427188,"about_ca_topic_score_gemma":0.0036132392,"teacher_disagreement_score":0.36379558,"about_ca_system_score_codex":0.00023707295,"about_ca_system_score_gemma":0.00059096806,"threshold_uncertainty_score":0.99981177},"labels":[],"label_agreement":null},{"id":"W7011388095","doi":"","title":"Medicare and the Non-Insured Health Benefits and Interim Federal Health Programs: A procedural justice analysis","year":2017,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Public Health Policies and Education","field":"Health Professions","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":"Accountability; Interim; Procedural justice; Health care; Compliance (psychology); Economic Justice","score_opus":0.0657095077684777,"score_gpt":0.39285339450849616,"score_spread":0.3271438867400185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011388095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8655619,0.0002533277,0.00047191506,0.13051912,0.00034511604,0.0014083751,0.00005150139,0.000047215257,0.0013415137],"genre_scores_gemma":[0.9947003,0.00082706934,0.0006122291,0.0028190822,0.00012956963,0.000010065665,0.000041175485,0.000011588293,0.0008488921],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.997928,0.00040344015,0.00038059565,0.0003805176,0.0002747896,0.0006326571],"domain_scores_gemma":[0.9974601,0.00016673048,0.0010360307,0.00058877736,0.00021301284,0.0005353223],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021771532,0.00016585462,0.00062462286,0.00017496885,0.0054763025,0.000048933114,0.00043873576,0.00014433722,0.00014614582],"category_scores_gemma":[0.00026190994,0.00014180513,0.00009832703,0.00021055894,0.00067004975,0.0002487492,0.00051889854,0.0004959219,0.000018630164],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004708681,0.00018917696,0.42417002,0.0030614322,0.00054966233,0.000001593644,0.459699,0.0000038493017,0.0000017966156,0.0052466337,0.007886485,0.09871947],"study_design_scores_gemma":[0.002761233,0.00012339855,0.8044539,0.00043207736,0.00013768904,0.0000022941717,0.18223187,0.0010828517,2.3541354e-7,0.00015594564,0.008467784,0.00015069709],"about_ca_topic_score_codex":0.06677856,"about_ca_topic_score_gemma":0.015551509,"teacher_disagreement_score":0.3802839,"about_ca_system_score_codex":0.00018654106,"about_ca_system_score_gemma":0.001119388,"threshold_uncertainty_score":0.99581844},"labels":[],"label_agreement":null},{"id":"W7011468214","doi":"","title":"Mootookakio’ssin: creating in spacetime","year":2023,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Civil and Structural Engineering Research","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":"Exhibition; Studio; Indigenous; Art gallery; Printmaking; Contemporary art; Fine art; Chose; Shadow (psychology)","score_opus":0.007437380832856877,"score_gpt":0.18215547348828737,"score_spread":0.17471809265543048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011468214","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045667816,0.00027454158,0.0010073168,0.00004627105,0.0005622305,0.0005118774,0.00013795342,0.0025880325,0.94920397],"genre_scores_gemma":[0.19736989,0.0005192035,0.0016291683,0.0000023182276,0.00014569258,0.0000019148595,0.000032967302,0.0009684991,0.79933035],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989657,0.00001544721,0.00012220164,0.00027968854,0.00026293253,0.0003540526],"domain_scores_gemma":[0.99944305,0.000044686192,0.000050577844,0.00034063676,0.00001685015,0.00010416659],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001128045,0.00024168986,0.0004080946,0.0006147534,0.00003352533,0.000011408632,0.00035998152,0.00030070066,0.005349066],"category_scores_gemma":[0.000026993954,0.000311533,0.00012099778,0.00037195385,0.000087092674,0.000054308286,0.00015392074,0.00043268967,0.0007560575],"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":[0.00023835446,0.000305767,0.05254516,0.012759708,0.002882679,0.0028591948,0.04052372,0.11926561,0.007155501,0.0036946025,0.55900216,0.19876753],"study_design_scores_gemma":[0.0053822547,0.00013461012,0.13608801,0.0071690376,0.00014945645,0.00002681315,0.008911431,0.090656556,0.00067158265,0.0006282152,0.7458304,0.004351603],"about_ca_topic_score_codex":0.0027660383,"about_ca_topic_score_gemma":0.0023985761,"teacher_disagreement_score":0.19441593,"about_ca_system_score_codex":0.0001341251,"about_ca_system_score_gemma":0.000023630277,"threshold_uncertainty_score":0.99993366},"labels":[],"label_agreement":null},{"id":"W7013041550","doi":"","title":"Introduction","year":2008,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Commonwealth; Administration (probate law); Variety (cybernetics); Educational administration; Focus (optics)","score_opus":0.010453301007448046,"score_gpt":0.18328481196481744,"score_spread":0.1728315109573694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7013041550","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051660584,0.0001329336,0.0010920926,0.00024833885,0.00075426744,0.0006376456,0.0004493841,0.0010730475,0.9904462],"genre_scores_gemma":[0.0036456224,0.0002283522,0.0030481908,0.000009300516,0.0007818531,3.8810487e-7,0.0002170289,0.0007015652,0.9913677],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979647,0.00010474257,0.00016456393,0.0008305243,0.000554791,0.00038072333],"domain_scores_gemma":[0.99795276,0.000015636086,0.00065968605,0.0010998297,0.000099585515,0.00017253097],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017422278,0.00039953968,0.0006439813,0.0009340677,0.00014368446,0.000007764446,0.0007193314,0.0005511514,0.11827638],"category_scores_gemma":[0.000035746387,0.0005623633,0.00031017847,0.00045658628,0.0006708984,0.00012023662,0.00034442276,0.00045569305,0.06634507],"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":[0.00007304684,0.00013648975,0.00082120043,0.000079154284,0.00025027397,0.000050005983,0.0014245406,0.000006845127,0.0003658786,0.0002873002,0.99541223,0.0010930381],"study_design_scores_gemma":[0.0008253876,0.000027660959,0.0018716502,0.00010702222,0.00009110709,0.000023748875,0.0013343026,0.000014022783,0.000112758564,0.0000429058,0.9950614,0.00048806242],"about_ca_topic_score_codex":0.0028964677,"about_ca_topic_score_gemma":0.000534485,"teacher_disagreement_score":0.051931307,"about_ca_system_score_codex":0.00020040045,"about_ca_system_score_gemma":0.000120184595,"threshold_uncertainty_score":0.9996828},"labels":[],"label_agreement":null},{"id":"W7013127724","doi":"","title":"Campus","year":2005,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Work (physics); Pretext; Headline; Gloom; Paraphernalia","score_opus":0.008208398151757149,"score_gpt":0.19720545637091824,"score_spread":0.1889970582191611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7013127724","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040655727,0.00019240052,0.0005657639,0.00006726691,0.00029635036,0.0005906399,0.00081203866,0.00091030716,0.99249965],"genre_scores_gemma":[0.01171382,0.00008247412,0.0045296,0.000023053297,0.00024367266,4.2992642e-7,0.00013688442,0.0008924826,0.9823776],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99773407,0.00010104854,0.00018826488,0.0008241695,0.00062544475,0.0005270285],"domain_scores_gemma":[0.99762255,0.000030321253,0.00077912444,0.0012139954,0.00008393758,0.00027005142],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023776006,0.00050300587,0.0007849352,0.00092574576,0.000117057614,0.000013945458,0.0011705551,0.0007185743,0.21838643],"category_scores_gemma":[0.000027749891,0.00069572334,0.0004045479,0.00039382165,0.0005926733,0.00011298983,0.0005511003,0.00052161916,0.0880032],"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":[0.00011247051,0.00031204976,0.0030573667,0.00017867412,0.00063693326,0.00012974927,0.00299243,0.0000146110615,0.00039239327,0.00091596745,0.98062533,0.01063205],"study_design_scores_gemma":[0.0012387661,0.000023198047,0.0024215258,0.0002930176,0.00015050676,0.00000852951,0.0019186994,0.000025281459,0.000060229042,0.000052166502,0.99314576,0.0006623093],"about_ca_topic_score_codex":0.0041403035,"about_ca_topic_score_gemma":0.00279508,"teacher_disagreement_score":0.13038322,"about_ca_system_score_codex":0.00022960435,"about_ca_system_score_gemma":0.00015888084,"threshold_uncertainty_score":0.9995494},"labels":[],"label_agreement":null},{"id":"W7014687529","doi":"","title":"Prevalence of 'novel' food allergens worldwide:: A systematic review","year":2014,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Grey literature; Food allergy; Systematic review; Inclusion (mineral); MEDLINE; Food allergens; Web of science","score_opus":0.018836843049094297,"score_gpt":0.21607926097480926,"score_spread":0.19724241792571495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014687529","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027777837,0.04297305,0.010147959,0.00021636304,0.00080227805,0.016459865,0.0059336023,0.0016023687,0.91908675],"genre_scores_gemma":[0.02879073,0.007178689,0.005660039,0.000081289705,0.00008225171,0.000012491805,0.00010148089,0.0012748062,0.9568182],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9961645,0.0004130644,0.0007674471,0.0009917343,0.0011370793,0.0005262009],"domain_scores_gemma":[0.9933004,0.00013787736,0.003526563,0.0024702402,0.0002976404,0.00026728283],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012557468,0.00070129987,0.0027377799,0.00084937474,0.0000818331,0.000008424443,0.0021215358,0.0004684068,0.03471415],"category_scores_gemma":[0.00035807342,0.00082639395,0.0008557206,0.00066697097,0.0005628649,0.000107886786,0.00073533517,0.00044241932,0.008242725],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035696867,0.00036996894,0.00041242922,0.9160915,0.0015101806,0.0000093510125,0.001047248,0.000004789755,0.00022723703,0.00066479086,0.0796018,0.000025011095],"study_design_scores_gemma":[0.0026390161,0.00023889418,0.0010998064,0.9464676,0.0055072084,0.000028131077,0.0012136145,0.00010648944,0.000068778914,0.000056936664,0.040735483,0.0018380482],"about_ca_topic_score_codex":0.00035445936,"about_ca_topic_score_gemma":0.00034152434,"teacher_disagreement_score":0.038866315,"about_ca_system_score_codex":0.00016303809,"about_ca_system_score_gemma":0.00017185789,"threshold_uncertainty_score":0.9994187},"labels":[],"label_agreement":null},{"id":"W7015232056","doi":"","title":"Salt marsh sedimentation over the past c. 120 years along the west Cotentin coast of Normandy (France): relationship to sea-level rise and sediment supply","year":2003,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Coastal wetland ecosystem dynamics","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":"Salt marsh; Estuary; Marsh; Sediment; Accretion (finance); Sedimentation; Brackish marsh; Bay","score_opus":0.009835511345066623,"score_gpt":0.19103101261454458,"score_spread":0.18119550126947795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015232056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99605364,0.000008537781,0.0019663987,0.00031096264,0.00007871184,0.0004751555,0.000115171526,0.0000117688805,0.0009796289],"genre_scores_gemma":[0.998319,0.000009523394,0.0007217806,0.000039568597,0.000007826034,0.0000013743384,0.000015264754,0.000009020162,0.00087664963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989376,0.000113093585,0.00016861258,0.00024079686,0.00034979972,0.00019010414],"domain_scores_gemma":[0.9993129,0.00010089572,0.0001732002,0.0003040045,0.00001754036,0.000091492286],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005190943,0.00011594099,0.00014470334,0.00004565187,0.0002491571,0.000016172942,0.000258698,0.000054784516,0.0016287962],"category_scores_gemma":[0.000020563612,0.00010182501,0.00006181652,0.00024059233,0.00022277083,0.0001671787,0.00031444017,0.00013146365,0.00021871654],"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":[0.00003184818,0.000044808472,0.99196696,0.000016564094,0.00001943851,0.0000027273836,0.005227579,0.000932963,0.00029792936,0.00014727343,0.00053947914,0.0007724174],"study_design_scores_gemma":[0.00061478466,0.000032589858,0.9909652,0.000026148487,0.000032283086,0.000005078105,0.005201246,0.00068038196,0.00007368749,0.00008889545,0.0021687844,0.000110945046],"about_ca_topic_score_codex":0.004632288,"about_ca_topic_score_gemma":0.007450715,"teacher_disagreement_score":0.002818427,"about_ca_system_score_codex":0.00008660021,"about_ca_system_score_gemma":0.000013769329,"threshold_uncertainty_score":0.99928385},"labels":[],"label_agreement":null},{"id":"W7015401651","doi":"","title":"Splice: at the intersection of art and medicine","year":2013,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Nucleofection; Gestational period; Liquation; Dysgeusia; TSG101; Diafiltration; Fusible alloy; Pretext; Hyporeflexia","score_opus":0.012481561122178877,"score_gpt":0.21171828589561992,"score_spread":0.19923672477344104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015401651","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12209798,0.00021070935,0.00046496085,0.00032336987,0.00029390794,0.00087636703,0.00019447962,0.00016448006,0.8753738],"genre_scores_gemma":[0.055235382,0.00013762208,0.00026244312,0.000017993976,0.000087095854,7.977177e-7,0.00006904189,0.00025294634,0.94393665],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859476,0.000108008266,0.00018392122,0.00047086182,0.00042104328,0.00022137736],"domain_scores_gemma":[0.9981611,0.000064980064,0.00081189227,0.00075457204,0.00009254865,0.000114932205],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033345574,0.00029661984,0.0005896463,0.00037052244,0.00011713374,0.0000033863205,0.00048245286,0.0003185659,0.08299418],"category_scores_gemma":[0.000034822027,0.00026516433,0.00013520187,0.0002476498,0.0016480611,0.00007859805,0.0006335118,0.0002967378,0.008588662],"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":[0.0001427532,0.000066963126,0.003718705,0.00025088678,0.0004447353,0.0000052882488,0.0075099003,0.000001731778,0.0033801915,0.0007087242,0.9822739,0.0014962341],"study_design_scores_gemma":[0.0023814652,0.00015329309,0.018242983,0.001219105,0.00041125828,0.000020521427,0.021969251,0.000096537864,0.00039559728,0.00024934334,0.9543459,0.0005147877],"about_ca_topic_score_codex":0.0071499352,"about_ca_topic_score_gemma":0.0027902953,"teacher_disagreement_score":0.07440552,"about_ca_system_score_codex":0.00016117895,"about_ca_system_score_gemma":0.0000336955,"threshold_uncertainty_score":0.99998003},"labels":[],"label_agreement":null},{"id":"W7015543490","doi":"","title":"Sunil Gupta. Pictures from here","year":2003,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Exhibition; Mirroring; The arts; Identity (music); Photojournalism; Downtown; Trilogy","score_opus":0.012631507724591772,"score_gpt":0.19800763973011223,"score_spread":0.18537613200552047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015543490","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025390739,0.00053925096,0.0006233421,0.000059916394,0.00058887934,0.00075202377,0.0031322269,0.000832423,0.9680812],"genre_scores_gemma":[0.020110598,0.00012475283,0.00581057,0.00006205441,0.00018141557,7.681846e-7,0.00053808914,0.0011536662,0.97201806],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99693334,0.00025285175,0.00024869028,0.0011624349,0.0007871785,0.00061551435],"domain_scores_gemma":[0.9969193,0.00006354253,0.0008718422,0.0016954797,0.0001123165,0.0003375402],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022265434,0.0007270431,0.0010815125,0.0007231801,0.0001762301,0.00002970694,0.0014730821,0.0010625233,0.19267686],"category_scores_gemma":[0.000049519946,0.00095172634,0.0005166719,0.00043884458,0.0006748099,0.00012871083,0.00051885756,0.0007363751,0.03835401],"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":[0.00016042839,0.00032550102,0.01299234,0.00014647185,0.0012035153,0.0002147026,0.0036594495,0.000010900693,0.000677545,0.00074880227,0.9782616,0.0015987335],"study_design_scores_gemma":[0.001818997,0.000029824896,0.0069020004,0.00042151776,0.00027554468,0.0000039225297,0.006206488,0.0000086650625,0.00016714793,0.00056723575,0.9826311,0.0009675691],"about_ca_topic_score_codex":0.016024917,"about_ca_topic_score_gemma":0.0048664073,"teacher_disagreement_score":0.15432285,"about_ca_system_score_codex":0.00023471696,"about_ca_system_score_gemma":0.00020046165,"threshold_uncertainty_score":0.9992933},"labels":[],"label_agreement":null},{"id":"W7015765340","doi":"","title":"'Unlocking' learners: an account of practice from collaborative action research in St. John's Primary and Nursery School","year":2023,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Children's Rights and Participation","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":"Participatory action research; Action research; Inclusion (mineral); Focus group; Pre school; Action (physics); Citizen journalism","score_opus":0.09989954665255094,"score_gpt":0.37314744429595925,"score_spread":0.2732478976434083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015765340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79849136,0.00009607343,0.00008452058,0.0012199661,0.00033305542,0.0012642957,0.0003603123,0.000078709396,0.19807172],"genre_scores_gemma":[0.6984055,0.003661716,0.0009462052,0.00005772383,0.00059579866,0.0000059722643,0.0008660813,0.000086993736,0.29537404],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99715394,0.00080564583,0.00023028566,0.00053239684,0.0009740348,0.00030368692],"domain_scores_gemma":[0.99778634,0.00063177675,0.0004281497,0.00033561004,0.0006390238,0.00017908655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002114519,0.00016542236,0.0004116535,0.0005452963,0.0004807099,0.00006397877,0.00037887742,0.00046237095,0.00074356893],"category_scores_gemma":[0.000314529,0.00019974311,0.000066376946,0.00057614956,0.00080783723,0.0010478748,0.0002024012,0.0007512739,0.000112787704],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035627026,0.0013300729,0.021851031,0.0005559802,0.0009375776,0.00023133696,0.9020496,0.00047565877,0.0004554894,0.029720848,0.0141766025,0.024653094],"study_design_scores_gemma":[0.0029279524,0.00043452485,0.08128711,0.001839373,0.00031449777,0.0000011044008,0.6511694,0.00035109045,0.00007027382,0.027937865,0.23263633,0.0010304522],"about_ca_topic_score_codex":0.034925893,"about_ca_topic_score_gemma":0.031458825,"teacher_disagreement_score":0.25088018,"about_ca_system_score_codex":0.0006759513,"about_ca_system_score_gemma":0.0018495985,"threshold_uncertainty_score":0.9862145},"labels":[],"label_agreement":null},{"id":"W7015862800","doi":"","title":"Thinking about clinical legal education: philosophical and theoretical perspectives","year":2021,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Legal Education and Practice Innovations","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":"Philosophical methodology; Legal practice; Curriculum; Feature (linguistics); Clinical Practice; Legal education","score_opus":0.031764628757496985,"score_gpt":0.3462131657202818,"score_spread":0.31444853696278485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015862800","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005311159,0.00039222563,0.00018218861,0.06160851,0.0008541796,0.00029221713,0.000023035433,0.000064598265,0.9312719],"genre_scores_gemma":[0.21418805,0.0017604926,0.0042943,0.0008922497,0.0018369287,0.0000013938582,0.000099297984,0.000033799355,0.7768935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978148,0.00044916966,0.00029982772,0.00057720614,0.000631412,0.00022761419],"domain_scores_gemma":[0.9975683,0.0006100031,0.00041128206,0.00038008325,0.00077683234,0.00025350857],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015210293,0.000192441,0.00041646897,0.0001852007,0.00092069455,0.00018796082,0.0005372426,0.000606892,0.013408921],"category_scores_gemma":[0.000987473,0.00024936092,0.00023059531,0.00023515106,0.0031786065,0.0005157277,0.00027622376,0.0014464135,0.00017701638],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024180485,0.00021883288,0.0005717137,0.000028094248,0.000088547575,0.000008558767,0.044991802,9.615527e-8,5.115755e-7,0.9422016,0.008471869,0.003394164],"study_design_scores_gemma":[0.00022947608,0.000023531,0.002451751,0.0001872762,0.000110423294,0.0000053503672,0.09218373,0.0000026389248,4.3988655e-7,0.16220844,0.74233556,0.0002613614],"about_ca_topic_score_codex":0.0008080107,"about_ca_topic_score_gemma":0.00033060336,"teacher_disagreement_score":0.7799932,"about_ca_system_score_codex":0.0002444165,"about_ca_system_score_gemma":0.008244061,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W7018290843","doi":"","title":"Culture and climate in health care organisations","year":2009,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Workplace Violence and Bullying","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":"Health care; Work (physics); Health policy; Organizational culture; HRHIS; Service (business); International health","score_opus":0.011935515776015603,"score_gpt":0.2500098537617137,"score_spread":0.2380743379856981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018290843","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04667483,0.0013311442,0.00007371946,0.0023714646,0.00015633882,0.0010936408,0.00011940739,0.00015205913,0.9480274],"genre_scores_gemma":[0.16521387,0.0132748345,0.0029112715,0.00044653183,0.0002701858,7.709495e-7,0.00023852149,0.000044140477,0.8175999],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881154,0.00010059817,0.00014900742,0.0003326029,0.00028782655,0.000318413],"domain_scores_gemma":[0.9993087,0.000033202356,0.00025919106,0.00017957404,0.00008389978,0.0001354415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037740546,0.00015080904,0.0003348619,0.00019259921,0.00066576997,0.000025119258,0.00030067368,0.00033271237,0.0007266313],"category_scores_gemma":[0.000020872925,0.00019395787,0.00007978734,0.00016755279,0.00033538972,0.00014654835,0.00012389656,0.0003630339,0.00009779508],"study_design_candidate":"qualitative","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":[0.000052964522,0.000080673875,0.03207286,0.0005185781,0.00004813181,0.00004930018,0.8971544,0.000014325515,0.0000100036395,0.032116275,0.012393409,0.025489071],"study_design_scores_gemma":[0.00057889917,0.000065967855,0.009252517,0.0014544629,0.000029842553,0.0000010514381,0.37580988,0.0000023339353,0.0000024312913,0.0023782146,0.6100128,0.00041159135],"about_ca_topic_score_codex":0.0026140495,"about_ca_topic_score_gemma":0.009889643,"teacher_disagreement_score":0.5976194,"about_ca_system_score_codex":0.00047831066,"about_ca_system_score_gemma":0.0008352226,"threshold_uncertainty_score":0.79561037},"labels":[],"label_agreement":null},{"id":"W7019136329","doi":"","title":"‘Explorational Blankness’: Twentieth- and twenty-first-century poets rewrite astronomy’s hidden and expanding universe","year":2021,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"History and Developments in Astronomy","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":"Circumstantial evidence; Nucleofection; Pretext; Fusible alloy; Gloom; Demotion","score_opus":0.008958097752554597,"score_gpt":0.20648407621768958,"score_spread":0.19752597846513498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019136329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9622644,0.00017630962,0.004271896,0.000043949658,0.0006614149,0.0003597483,0.00013398331,0.000035981713,0.03205229],"genre_scores_gemma":[0.95018095,0.000093617375,0.017068818,0.000008578785,0.00015957166,0.0000044152794,0.003038737,0.000048227586,0.029397076],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9984709,0.00006469724,0.00024684108,0.0006602099,0.00026233585,0.0002950033],"domain_scores_gemma":[0.99891526,0.00004685217,0.00042208596,0.00028392868,0.00013628746,0.00019558104],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014563391,0.0003525256,0.00048428736,0.0002590394,0.00053208123,0.00005165626,0.00024170062,0.00017666133,0.0038586934],"category_scores_gemma":[0.0000044566286,0.0004945878,0.00015222534,0.00014325595,0.0001846302,0.00042466293,0.00028113203,0.00037839942,0.00005716843],"study_design_candidate":"qualitative","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":[0.001218653,0.0011282713,0.28322875,0.0012980413,0.0034217539,0.00013933712,0.21766254,0.000075767166,0.0007488887,0.021355567,0.0046770163,0.4650454],"study_design_scores_gemma":[0.0048010815,0.00008170816,0.109268874,0.0012607217,0.000534322,0.000005095508,0.48944727,0.000049295526,0.0005584517,0.0011219733,0.39106834,0.0018028561],"about_ca_topic_score_codex":0.00023063461,"about_ca_topic_score_gemma":0.00009625212,"teacher_disagreement_score":0.46324253,"about_ca_system_score_codex":0.00009720605,"about_ca_system_score_gemma":0.0002761597,"threshold_uncertainty_score":0.99975055},"labels":[],"label_agreement":null},{"id":"W7019968578","doi":"","title":"Interdisciplinary studies of North Atlantic and Labrador Sea Margin Architecture and Sedimentary Processes. Preliminary results of investigations during the TTR-13 cruise of RV \"Professor Logachev\", July-September, 2003","year":2004,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","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":"Cruise; Margin (machine learning); Sedimentary rock; Architecture; North sea; Sequence (biology)","score_opus":0.014384502040363054,"score_gpt":0.19750772387378013,"score_spread":0.18312322183341706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019968578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881487,0.0014714582,0.0000048104284,0.00022247112,0.000054406573,0.0006225001,0.0009334101,0.000010706929,0.008531523],"genre_scores_gemma":[0.9642722,0.0015289355,0.00043911213,0.000015555159,0.00002740647,8.657132e-7,0.00033991633,0.000009774427,0.033366214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998726,0.0000623789,0.00034691035,0.00038057097,0.000298223,0.00018589731],"domain_scores_gemma":[0.9988923,0.00017743724,0.0004894692,0.00027115946,0.00008710919,0.000082541104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017340752,0.00026637988,0.00059141236,0.00015059617,0.00026771528,0.0000038041262,0.00028897345,0.000111049114,0.00015967159],"category_scores_gemma":[0.000038374194,0.00022593388,0.00007897031,0.00018172672,0.0018484965,0.00011556317,0.0007098614,0.00029704842,0.0000068702625],"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":[0.0016069212,0.00014512883,0.9316682,0.008947006,0.0011503865,0.00005172086,0.049276195,0.0016648489,0.000018091296,0.0000052437335,0.0023618238,0.0031043869],"study_design_scores_gemma":[0.0012454358,0.000392605,0.985998,0.0010700052,0.00030211758,0.000014028805,0.008679481,0.000034668356,0.0001234135,0.00062432146,0.0012534941,0.00026242822],"about_ca_topic_score_codex":0.0026674191,"about_ca_topic_score_gemma":0.012509589,"teacher_disagreement_score":0.054329757,"about_ca_system_score_codex":0.000027451071,"about_ca_system_score_gemma":0.00016607335,"threshold_uncertainty_score":0.92133164},"labels":[],"label_agreement":null},{"id":"W7020697794","doi":"","title":"Migration and adaptation: The impact of migration on women’s adaptive capacity in the Mahanadi Delta, India","year":2024,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Financial Literacy and Behavior","field":"Business, Management and Accounting","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":"Department for International Development; University of Southampton; International Development Research Centre","keywords":"Adaptive capacity; Intersectionality; Climate change; Empirical research; Citizen journalism; Psychological resilience; Gender relations; Adaptation (eye); Population","score_opus":0.029418020782466688,"score_gpt":0.20887752696000078,"score_spread":0.1794595061775341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020697794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96946657,0.000048289727,0.000078154015,0.00022829304,0.00010661086,0.0005072695,0.000109375265,0.000026920818,0.029428544],"genre_scores_gemma":[0.98936844,0.000016557857,0.00007258888,0.00006319369,0.00012921564,0.0000038912226,0.000048806338,0.000037391816,0.010259913],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992182,0.000032724554,0.00014516487,0.00024245626,0.00021474068,0.00014670358],"domain_scores_gemma":[0.9993273,0.0000311411,0.00035220807,0.00022564139,0.00005455182,0.000009181452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003322125,0.0001777635,0.00022125259,0.00038906792,0.000077835684,0.000050080296,0.00025137886,0.00014942016,0.00081580016],"category_scores_gemma":[0.000020371443,0.0001310672,0.000111182446,0.00035802508,0.00015267714,0.00024364889,0.00007079548,0.00024038485,0.00013175055],"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":[0.002107431,0.001841037,0.30694944,0.0025468129,0.00094714784,0.00019680659,0.32490146,0.00041660634,0.00029754214,0.092284776,0.21837673,0.049134195],"study_design_scores_gemma":[0.0012175848,0.00019987157,0.8186563,0.0012678282,0.00026936902,0.0000031013797,0.05359577,0.0030320873,0.000011491015,0.0048636906,0.11619642,0.00068645837],"about_ca_topic_score_codex":0.068636596,"about_ca_topic_score_gemma":0.023549203,"teacher_disagreement_score":0.5117069,"about_ca_system_score_codex":0.00007551074,"about_ca_system_score_gemma":0.000033172688,"threshold_uncertainty_score":0.9942685},"labels":[],"label_agreement":null},{"id":"W7022322296","doi":"","title":"Scarberia","year":2016,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Cosmology and Gravitation Theories","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":"Nucleofection; Gestational period; Diafiltration; TSG101; Dysgeusia; Hyporeflexia; Fusible alloy; Pretext; Liquation","score_opus":0.005098708424170683,"score_gpt":0.20641384273369467,"score_spread":0.201315134309524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7022322296","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030062436,0.000022616927,0.011090728,0.000117708274,0.00028023022,0.00016964976,0.0003604801,0.00007547215,0.9848769],"genre_scores_gemma":[0.06858647,0.0000022056722,0.00088053173,0.0000072813727,0.0001240516,3.8845243e-7,0.00005326741,0.000065478685,0.9302803],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994292,0.00003937645,0.00006864899,0.00023096375,0.000088775356,0.00014303744],"domain_scores_gemma":[0.99938524,0.000030029141,0.00021088125,0.00028775464,0.000030619914,0.00005546419],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006338848,0.00014614465,0.00024734015,0.00013456985,0.000067171444,0.0000040615437,0.00025713845,0.0001215314,0.11831122],"category_scores_gemma":[0.0000019390384,0.00015774739,0.00014310163,0.000051958425,0.00028089306,0.00003467769,0.0001178437,0.00010573807,0.0034158381],"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":[0.00013626376,0.00015825815,0.07918609,0.000078537414,0.00090679224,0.000011391077,0.002868369,3.9050872e-7,0.00014200382,0.4728935,0.41784355,0.025774842],"study_design_scores_gemma":[0.00095431716,0.000021964779,0.004393591,0.00017266028,0.00008045504,4.5256004e-7,0.0022604805,4.456444e-7,0.00013616329,0.11905696,0.8725491,0.00037339638],"about_ca_topic_score_codex":0.0006125552,"about_ca_topic_score_gemma":0.000033164222,"teacher_disagreement_score":0.45470557,"about_ca_system_score_codex":0.000009794705,"about_ca_system_score_gemma":0.000043632415,"threshold_uncertainty_score":0.9973601},"labels":[],"label_agreement":null},{"id":"W7022337430","doi":"","title":"Diatoms in Ottawa","year":2002,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Diatoms and Algae Research","field":"Materials Science","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":"Fishing; Feature (linguistics); Shore; Perspective (graphical)","score_opus":0.020576145985372107,"score_gpt":0.21499668198125912,"score_spread":0.19442053599588702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7022337430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.975717,0.00004209737,0.00019965378,0.00023441388,0.000075256445,0.00012834417,0.000016148753,0.00004172684,0.023545371],"genre_scores_gemma":[0.9958447,0.000035876896,0.00071900844,0.000016795253,0.000015320727,3.425011e-7,0.0000015568515,0.000007685079,0.0033587213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989081,0.00006132207,0.000119776116,0.00028894003,0.00030483762,0.00031699694],"domain_scores_gemma":[0.9994212,0.00004712004,0.00007441634,0.00029770788,0.000044808698,0.00011475122],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036939385,0.00009297727,0.00019614013,0.0001704613,0.000090211,0.000019385687,0.00045673846,0.00007227879,0.024624525],"category_scores_gemma":[0.000032785818,0.000108943845,0.00007518342,0.0002577651,0.00019915449,0.00022804643,0.00023050589,0.00013234353,0.0040043825],"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":[0.0001691098,0.0019935635,0.66986895,0.00031175543,0.00006176143,0.0006090751,0.030432425,0.00027515955,0.22733465,0.01395574,0.007956173,0.04703164],"study_design_scores_gemma":[0.0071522356,0.00029764755,0.8263484,0.00033998044,0.000037350303,0.000019624329,0.018845344,0.007924214,0.059346072,0.003130127,0.07503229,0.001526715],"about_ca_topic_score_codex":0.0012096193,"about_ca_topic_score_gemma":0.00023871403,"teacher_disagreement_score":0.16798858,"about_ca_system_score_codex":0.000049899434,"about_ca_system_score_gemma":0.00001946326,"threshold_uncertainty_score":0.9967711},"labels":[],"label_agreement":null},{"id":"W7022456699","doi":"","title":"Management matters","year":2012,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Markov Chains and Monte Carlo Methods","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":"Production (economics); Intermediary; Key (lock); Space (punctuation); Production model; Music industry; Emerging technologies; Production manager; Disintermediation","score_opus":0.04450415593416708,"score_gpt":0.2623771735125037,"score_spread":0.21787301757833666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7022456699","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016653353,0.00007734,0.016822195,0.00024248539,0.00047761347,0.00071257516,0.00009155141,0.0001368947,0.979774],"genre_scores_gemma":[0.00064239505,0.00010375199,0.049987968,0.00008485966,0.000104415536,9.329809e-7,0.000043022228,0.00006734918,0.9489653],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834234,0.0000965345,0.00025281322,0.00045888318,0.0004536208,0.00039584018],"domain_scores_gemma":[0.99812317,0.00015375881,0.00049467606,0.0009364447,0.00009056378,0.00020138606],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006942035,0.00037294402,0.00069444627,0.00030119572,0.0001254916,0.000011312038,0.0006824415,0.00038975995,0.0031995305],"category_scores_gemma":[0.000014893152,0.00046308734,0.00046317247,0.00007472984,0.00021582347,0.00009702065,0.00070796907,0.00040094272,0.00004156134],"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":[0.00023320549,0.0004714989,0.00028414198,0.00573266,0.0022574004,0.00041869545,0.014073868,0.000002318811,0.000054213717,0.32406357,0.59114814,0.061260287],"study_design_scores_gemma":[0.00084650144,0.000027385526,0.00013111894,0.0005964285,0.00056012283,0.000008150725,0.0028777372,0.000012863339,0.00003266824,0.021302605,0.9729395,0.0006649096],"about_ca_topic_score_codex":0.00003714518,"about_ca_topic_score_gemma":0.000022932103,"teacher_disagreement_score":0.38179135,"about_ca_system_score_codex":0.00025453942,"about_ca_system_score_gemma":0.00006213789,"threshold_uncertainty_score":0.9997821},"labels":[],"label_agreement":null},{"id":"W7024109502","doi":"","title":"Report of the 3rd Session of the CLIVAR/PAGES Intersection Working Group, 8-10 November 2004, Oak Bay Beach Hotel, Victoria, Canada","year":2005,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","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":"Bay; Intersection (aeronautics); Session (web analytics); Harbour","score_opus":0.022272690005307665,"score_gpt":0.1867227878537371,"score_spread":0.16445009784842946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024109502","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.118575394,0.00024861234,0.00021479116,0.0014635933,0.0030752062,0.0011422844,0.00031579123,0.00009584248,0.8748685],"genre_scores_gemma":[0.39750728,0.000045954646,0.00007544858,0.000059514652,0.00022662587,0.0000010037851,0.000041941657,0.000021470998,0.60202074],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984892,0.00006971389,0.00042215362,0.00032158967,0.0005253566,0.00017197893],"domain_scores_gemma":[0.99759775,0.00009272547,0.0012570492,0.00066569186,0.00035174706,0.00003504648],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029888586,0.00024657993,0.0004810572,0.00010611334,0.00049007963,0.000016942517,0.00058957934,0.00017743226,0.0034312508],"category_scores_gemma":[0.000038020036,0.00019668657,0.00036294293,0.00007113325,0.00053583644,0.00010324309,0.0005676545,0.00042125455,0.0000036016409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039202542,0.0004207188,0.047614537,0.0010982133,0.0016432939,0.000056695782,0.08715172,0.00004983525,0.00031035492,0.034287468,0.81522554,0.011749612],"study_design_scores_gemma":[0.00023080446,0.000025666439,0.0130288545,0.0008429151,0.00013666507,0.0000047772114,0.00723648,0.000008804876,0.00012687943,0.0005383782,0.97759086,0.00022888725],"about_ca_topic_score_codex":0.10132356,"about_ca_topic_score_gemma":0.6132176,"teacher_disagreement_score":0.51189405,"about_ca_system_score_codex":0.000374486,"about_ca_system_score_gemma":0.00046022327,"threshold_uncertainty_score":0.99747974},"labels":[],"label_agreement":null},{"id":"W7024832896","doi":"","title":"Small-scale changes in bed morphology and sediment transport under waves and currents","year":2003,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Laser-Plasma Interactions and Diagnostics","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":"Bedform; Sediment transport; Shear stress; Submarine pipeline; Sediment; Seabed; Turbulence; Shear (geology); Boundary layer","score_opus":0.014004726939541003,"score_gpt":0.22185986913950595,"score_spread":0.20785514219996495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024832896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936333,0.000018174582,0.00020596126,0.00006400787,0.0002574883,0.00023571397,0.0001476708,0.00000859807,0.005429118],"genre_scores_gemma":[0.9925766,0.00008873389,0.0003922833,0.000010046882,0.000018219933,0.0000021631736,0.00054871605,0.000014753862,0.0063484884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992332,0.00002772271,0.00012641838,0.00034233538,0.00009172772,0.00017863554],"domain_scores_gemma":[0.9995141,0.00004669273,0.0001583687,0.00014240359,0.000051437706,0.00008699399],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000060992887,0.00019348925,0.00031232872,0.00017287886,0.00009284409,0.000009400437,0.000096088144,0.00013850282,0.0025750985],"category_scores_gemma":[0.0000017878054,0.00023962044,0.000060544797,0.00007831704,0.000080282196,0.000064854656,0.000029660267,0.00024253989,0.00003281047],"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":[0.0006315991,0.0017018502,0.94356227,0.0006686412,0.0006276812,0.000055025757,0.028915957,0.0001576893,0.002376543,0.0044590114,0.00038086358,0.016462874],"study_design_scores_gemma":[0.005811011,0.00028670137,0.8318383,0.00096135365,0.00055977766,0.0000065272316,0.13916576,0.00017559754,0.010262224,0.0033811252,0.0062432056,0.0013083947],"about_ca_topic_score_codex":0.002360036,"about_ca_topic_score_gemma":0.0028255545,"teacher_disagreement_score":0.11172394,"about_ca_system_score_codex":0.00002446898,"about_ca_system_score_gemma":0.00004158999,"threshold_uncertainty_score":0.9983367},"labels":[],"label_agreement":null},{"id":"W7024878944","doi":"","title":"Sustainability of product returns","year":2022,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Atmospheric chemistry and aerosols","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":"Sustainability; Product (mathematics); Supply chain; Environmental impact assessment; Phase (matter); Sustainability organizations; Sustainable products","score_opus":0.007378711352035191,"score_gpt":0.1782646218686103,"score_spread":0.17088591051657512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024878944","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12633072,0.00030575867,0.00011217524,0.00021617353,0.00021908211,0.0005706192,0.00075251545,0.00011810171,0.87137485],"genre_scores_gemma":[0.46094668,0.0000585264,0.00094423996,0.000007898064,0.00006066394,1.0940394e-7,0.00025045857,0.000024558485,0.53770685],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998864,0.00006239957,0.00013328987,0.0004257471,0.0003050234,0.00020954467],"domain_scores_gemma":[0.9989003,0.000036050704,0.0003775547,0.00054588483,0.00005039379,0.00008981566],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002075627,0.0001748117,0.0003790195,0.000026172977,0.00009337216,0.0000039838637,0.0005576933,0.00012956206,0.33650386],"category_scores_gemma":[0.000049971328,0.00020450358,0.00016414348,0.00022776247,0.0003690595,0.00004942263,0.000113010596,0.00026524687,0.00008423172],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000339513,0.00028007175,0.8040884,0.002436471,0.00043684937,0.0001370052,0.006852274,0.0005839627,0.000109676694,0.000099760924,0.16736327,0.017272754],"study_design_scores_gemma":[0.0007913421,0.00012019928,0.092178315,0.000114517956,0.00011419135,0.0000088630995,0.024776155,0.0000884693,0.00026941614,0.0006304908,0.88020635,0.00070167583],"about_ca_topic_score_codex":0.008590908,"about_ca_topic_score_gemma":0.0011903238,"teacher_disagreement_score":0.7128431,"about_ca_system_score_codex":0.000020011188,"about_ca_system_score_gemma":0.00018016745,"threshold_uncertainty_score":0.998011},"labels":[],"label_agreement":null},{"id":"W7026448662","doi":"","title":"Advancing international collaboration for quiet ship design and technologies to protect the marine environment Submitted by Canada and France. Transport Canada","year":2019,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","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":"QUIET; Government (linguistics); Work (physics)","score_opus":0.0029350845737246938,"score_gpt":0.1478810628541773,"score_spread":0.1449459782804526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026448662","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80990726,0.00022552544,0.09914203,0.014325822,0.00067956996,0.014768207,0.003466308,0.00017593546,0.05730937],"genre_scores_gemma":[0.42627898,0.00024176056,0.007728156,0.0001862725,0.000017266755,0.000025561209,0.00034972813,0.0000445858,0.56512773],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883556,0.00001477789,0.00014613084,0.00042550178,0.00036978896,0.0002082134],"domain_scores_gemma":[0.99946,0.00006425798,0.00013830615,0.00023688155,0.000015225095,0.00008535304],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020760934,0.00018994678,0.00022623567,0.00003685221,0.00026247234,0.00000940398,0.0003625498,0.00012399425,0.001577315],"category_scores_gemma":[0.000011676363,0.00018623601,0.0000273509,0.00007857498,0.00019454167,0.000070960166,0.00016410716,0.00017221709,0.0000033927586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019901972,0.00041587456,0.34662375,0.0013570399,0.00072443835,0.00019023647,0.013214259,0.0437268,0.007198442,0.00047617394,0.44081613,0.14326666],"study_design_scores_gemma":[0.00093383354,0.00013713518,0.030661104,0.00012472068,0.00008422956,0.0000039569522,0.003349224,0.002037384,0.00061275135,0.0003430777,0.9610508,0.0006617699],"about_ca_topic_score_codex":0.78930366,"about_ca_topic_score_gemma":0.8985078,"teacher_disagreement_score":0.52023464,"about_ca_system_score_codex":0.00052515,"about_ca_system_score_gemma":0.0004349574,"threshold_uncertainty_score":0.9993354},"labels":[],"label_agreement":null},{"id":"W7027023701","doi":"","title":"Changing preferences for Brexit: Identifying the groups with volatile support for 'Leave'","year":2018,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":1,"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":"Phenomenon; Quarter (Canadian coin); Politics; Volatility (finance); Latent class model","score_opus":0.0558938971301774,"score_gpt":0.2883292125496099,"score_spread":0.23243531541943252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027023701","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030035375,0.0001399554,0.023824355,0.0028341862,0.0021017941,0.008324648,0.0012333525,0.00036563483,0.9311407],"genre_scores_gemma":[0.0825048,0.00020218243,0.0014124864,0.0000905621,0.0017207516,0.000022181186,0.000101196456,0.00005146065,0.91389436],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99838567,0.000049298345,0.00016871125,0.00041014075,0.00044241594,0.0005437703],"domain_scores_gemma":[0.99849385,0.00030621,0.0004987371,0.00025099513,0.00035541627,0.00009480146],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008988896,0.000245789,0.00045827005,0.00018055043,0.0029892663,0.000051325806,0.0007642879,0.00034569608,0.00031320564],"category_scores_gemma":[0.00008010895,0.0002021357,0.00034154073,0.00016540146,0.0017732611,0.0002199652,0.00024812078,0.00020422896,0.000046205143],"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":[0.00056075724,0.000093792725,0.00095427356,0.0009921124,0.0014259015,0.0000048562597,0.8304294,0.000004435755,0.000007119766,0.13858202,0.020544278,0.0064010983],"study_design_scores_gemma":[0.0022198611,0.0004876367,0.0017736895,0.00094681914,0.00073072483,0.00000155324,0.39768988,0.000019028745,0.00005664277,0.3055123,0.28949916,0.0010626828],"about_ca_topic_score_codex":0.0010044359,"about_ca_topic_score_gemma":0.005609578,"teacher_disagreement_score":0.43273947,"about_ca_system_score_codex":0.00022281552,"about_ca_system_score_gemma":0.0008342284,"threshold_uncertainty_score":0.9983087},"labels":[],"label_agreement":null},{"id":"W7027141792","doi":"","title":"„Canada meets France“: Recasting identities of Canadianess and Francité through global economic exchanges","year":2009,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Education Discipline and Inequality","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":"Argument (complex analysis); Identity (music); Globalization; Ethnic group; Focus (optics); National identity; Immigration","score_opus":0.017425041636423493,"score_gpt":0.2588639666438184,"score_spread":0.2414389250073949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027141792","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19624066,0.0007511736,0.000069919464,0.0016560421,0.0005557499,0.00031713105,0.0007964861,0.000044326272,0.79956853],"genre_scores_gemma":[0.4777627,0.0011949844,0.0009108375,0.00016386318,0.00043056606,8.271659e-7,0.000047999943,0.000054488777,0.51943374],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899536,0.00008785225,0.00015373537,0.0002892894,0.00024407722,0.00022970163],"domain_scores_gemma":[0.9991228,0.000037591755,0.00043728383,0.00022193699,0.000059270053,0.000121089426],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023254019,0.00014639123,0.00037583942,0.00007042382,0.0002145473,0.000013674183,0.00035635105,0.00019821971,0.00644936],"category_scores_gemma":[0.000033349665,0.0002012804,0.000065871274,0.00012500284,0.0004189535,0.00013328638,0.00007979209,0.000094670315,0.000016462564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037291364,0.00012582536,0.12613827,0.00083915,0.00039496218,0.000028211356,0.11275579,0.000020024438,0.0000068251875,0.038619407,0.70579284,0.015241382],"study_design_scores_gemma":[0.0003687828,0.000016103193,0.04006803,0.00032453728,0.00005222956,7.8667495e-7,0.07112563,0.000004399317,0.000009016486,0.0018410699,0.88581073,0.0003786993],"about_ca_topic_score_codex":0.97975546,"about_ca_topic_score_gemma":0.98742336,"teacher_disagreement_score":0.28152204,"about_ca_system_score_codex":0.00023349677,"about_ca_system_score_gemma":0.001433531,"threshold_uncertainty_score":0.99445885},"labels":[],"label_agreement":null},{"id":"W7027475636","doi":"","title":"Contemporary Apprenticeship: International Perspectives on an Evolving Model of Learning","year":2012,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Innovative Education and Learning Practices","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":"Apprenticeship; Vocational education; Meaning (existential); State (computer science); Workplace learning; Tacit knowledge","score_opus":0.10235762486802526,"score_gpt":0.3348336943614905,"score_spread":0.23247606949346528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027475636","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027293585,0.00008447148,0.0012988256,0.0004931215,0.00044267002,0.00023193685,0.000022648741,0.00006826659,0.97006446],"genre_scores_gemma":[0.59424,0.00004680624,0.0008799547,0.000010290066,0.00015675345,2.815965e-7,0.000048188074,0.0000143940515,0.40460333],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981963,0.00036203008,0.00019871915,0.00037099997,0.00066819414,0.000203731],"domain_scores_gemma":[0.9975274,0.00022999704,0.0011103748,0.0002412298,0.0007726871,0.00011831675],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013498396,0.00017955933,0.0003167091,0.00040320551,0.00046612707,0.000038750906,0.00069655734,0.0002854213,0.0061424184],"category_scores_gemma":[0.0004425231,0.00023915464,0.00015295635,0.0001308875,0.00069946825,0.0009295338,0.00014035485,0.00079620455,0.00014634249],"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":[0.00021535893,0.00056752487,0.0100504495,0.00009321469,0.00034826715,0.0000024158132,0.849418,0.0005129294,0.00009587844,0.12958495,0.0068115913,0.0022994303],"study_design_scores_gemma":[0.00050160167,0.00008827852,0.002250275,0.00031902583,0.000066886045,2.8629213e-7,0.68410623,0.0011889323,0.000016598871,0.0009818728,0.3100424,0.00043757362],"about_ca_topic_score_codex":0.00070234726,"about_ca_topic_score_gemma":0.00005963675,"teacher_disagreement_score":0.5669464,"about_ca_system_score_codex":0.00029839334,"about_ca_system_score_gemma":0.001005992,"threshold_uncertainty_score":0.9947661},"labels":[],"label_agreement":null},{"id":"W7028603833","doi":"","title":"Four million tonnes per annum","year":2024,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Historical Astronomy and Related Studies","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":"Sinkhole; Anthropocene; Sedimentary rock; Sediment; Carbonate; Calcite; Table (database); Dolostone; Arctic; Carbonate rock","score_opus":0.008582690795592401,"score_gpt":0.18597047231050912,"score_spread":0.17738778151491671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028603833","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015129154,0.0005916104,0.004775913,0.00020106335,0.0007333211,0.00023806034,0.00029130667,0.000144188,0.99151164],"genre_scores_gemma":[0.052162096,0.00003709273,0.0008952006,0.0000042815723,0.00031796872,8.319142e-7,0.000044503286,0.00012697259,0.9464111],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902517,0.000028037595,0.000117374635,0.0004239633,0.0001677858,0.00023768638],"domain_scores_gemma":[0.99940944,0.000012648661,0.00016449277,0.0002838503,0.00003566927,0.000093893155],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000056050314,0.0002635045,0.00041427015,0.00021843039,0.000107796644,0.00000978579,0.0002737743,0.00019760619,0.027380988],"category_scores_gemma":[0.0000011362678,0.00027902302,0.00032775052,0.00013560201,0.00018289364,0.000040239178,0.00024080618,0.00037732592,0.007169588],"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":[0.000028860573,0.00018721148,0.0050455276,0.0002217861,0.0015905409,0.000026898882,0.00569924,0.000008733198,0.000029415183,0.004479921,0.97097564,0.011706255],"study_design_scores_gemma":[0.00027409883,0.000020928523,0.00023553272,0.00024182214,0.00015687256,3.863862e-7,0.0040854234,0.0000090602825,0.000011756527,0.0006689919,0.9939995,0.00029562195],"about_ca_topic_score_codex":0.0020930923,"about_ca_topic_score_gemma":0.000048822807,"teacher_disagreement_score":0.05064918,"about_ca_system_score_codex":0.00004401169,"about_ca_system_score_gemma":0.000038157374,"threshold_uncertainty_score":0.9999662},"labels":[],"label_agreement":null},{"id":"W7028982724","doi":"","title":"Improved acoustic methods for leak detection in buried plastic water distribution pipes","year":2013,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Media Studies and Communication","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":"Leak; Leak detection; Attenuation; Noise (video); Bandwidth (computing); Acoustic emission","score_opus":0.020778965651849834,"score_gpt":0.28674318498924267,"score_spread":0.26596421933739284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028982724","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010155003,0.00021802197,0.90423816,0.0008567589,0.0014469454,0.0029897175,0.00015391935,0.0002782209,0.07966324],"genre_scores_gemma":[0.6275289,0.0010035244,0.008241234,0.000017730983,0.00036448304,0.000043494652,0.00033415784,0.00014135873,0.3623251],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988997,0.00023950296,0.00013771439,0.000282588,0.00014202346,0.00029845224],"domain_scores_gemma":[0.9991016,0.00023407505,0.00021257633,0.00029054904,0.00008794481,0.00007326511],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005843187,0.0001518538,0.0003193717,0.00014537718,0.00032595714,0.000016223667,0.000399465,0.00033435103,0.0018298572],"category_scores_gemma":[0.00022421824,0.0001596789,0.00011690896,0.00013140928,0.00031365632,0.00007826947,0.00017872672,0.00018948289,0.00008313661],"study_design_candidate":"not_applicable","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":[0.0012335426,0.0014203872,0.0020332846,0.002472003,0.0016513779,0.000008191068,0.24516188,0.00014423873,0.043041527,0.010143825,0.0723158,0.62037396],"study_design_scores_gemma":[0.0014586948,0.000089912886,0.0013746225,0.00022147495,0.00017541583,2.1754612e-7,0.042787317,0.0030595574,0.000778739,0.0008829872,0.94863105,0.00054003723],"about_ca_topic_score_codex":0.017258834,"about_ca_topic_score_gemma":0.038918942,"teacher_disagreement_score":0.8959969,"about_ca_system_score_codex":0.00018996354,"about_ca_system_score_gemma":0.000052801784,"threshold_uncertainty_score":0.9990826},"labels":[],"label_agreement":null},{"id":"W7029918545","doi":"","title":"“‘Love all, trust few, do wrong to none. If only that were true… Is that why you keep us all so close?\": Detective Inspector River’s inner victorian poisoner","year":2017,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Libraries and Information Services","field":"Arts and Humanities","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":"Interpretation (philosophy); Drama; Criminal investigation; Recklessness; Criticism; Dead body","score_opus":0.026816940250132242,"score_gpt":0.2094101747489469,"score_spread":0.18259323449881468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029918545","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051955357,0.00014731915,0.00012742575,0.0016220958,0.0021811475,0.0011803292,0.0026314245,0.0003127626,0.93984216],"genre_scores_gemma":[0.15883105,0.00034858464,0.0005047238,0.0027685491,0.0012166426,0.0000034733496,0.00032694175,0.00033696936,0.8356631],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974264,0.00007255412,0.0002916335,0.0008133442,0.0007520993,0.0006439589],"domain_scores_gemma":[0.9969514,0.000043299424,0.0011414891,0.0013101937,0.00018050337,0.00037312336],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016668602,0.0007241977,0.0009488686,0.00066168676,0.0007190758,0.00073147094,0.0017448221,0.00058153144,0.093912296],"category_scores_gemma":[0.000011708855,0.00075464573,0.00042792494,0.000066048786,0.0008248382,0.002005222,0.0009639638,0.00056454644,0.004639744],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054275006,0.00020912701,0.005312404,0.0004236617,0.0018947471,0.00005037743,0.6185361,0.0000027645956,0.000009778994,0.020091102,0.34861884,0.004308317],"study_design_scores_gemma":[0.0012406375,0.00014354188,0.0026684722,0.00033241406,0.00016696668,0.000002656538,0.04606788,0.000015045252,0.000058464946,0.0005446199,0.94786793,0.00089136366],"about_ca_topic_score_codex":0.019566515,"about_ca_topic_score_gemma":0.017857024,"teacher_disagreement_score":0.5992491,"about_ca_system_score_codex":0.00019442705,"about_ca_system_score_gemma":0.00017417502,"threshold_uncertainty_score":0.99949044},"labels":[],"label_agreement":null},{"id":"W7030454622","doi":"","title":"Motivating ministers to morality","year":2002,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Commonwealth, Australian Politics and Federalism","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":"Morality; Politics; Government (linguistics); Political ethics; Information ethics; Field (mathematics); Public policy; Work (physics)","score_opus":0.058734061166816225,"score_gpt":0.26961827661397386,"score_spread":0.21088421544715763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030454622","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018353337,0.000013336661,0.00022485247,0.0037104741,0.00035996258,0.0006418361,0.00022417279,0.00010686931,0.97636515],"genre_scores_gemma":[0.1289387,0.000034105844,0.00088038004,0.00020046732,0.0001949134,4.2825994e-7,0.000030043477,0.000026732921,0.86969423],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978166,0.00015102832,0.00026764738,0.00053533027,0.00064860715,0.00058076496],"domain_scores_gemma":[0.9982513,0.00012350579,0.00038213332,0.00054077036,0.00018443508,0.0005178483],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005275944,0.00027120532,0.00054072664,0.00023624103,0.00080988277,0.000057829817,0.0009006537,0.00046033447,0.0071281404],"category_scores_gemma":[0.00007675278,0.00039350247,0.0003153274,0.0001611819,0.0005822486,0.00013114413,0.0003351572,0.0004606793,0.0009805085],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008739309,0.00029631454,0.0045063104,0.00054670445,0.0003669575,0.00018732247,0.31951785,0.000027444597,0.000020234062,0.33442593,0.32616708,0.013850464],"study_design_scores_gemma":[0.00034262458,0.00004419344,0.0027888417,0.00026189434,0.000054996395,8.174509e-7,0.013376933,0.00000926084,0.0000047722165,0.006668014,0.9759193,0.0005283646],"about_ca_topic_score_codex":0.01257473,"about_ca_topic_score_gemma":0.003057561,"teacher_disagreement_score":0.6497522,"about_ca_system_score_codex":0.0005677344,"about_ca_system_score_gemma":0.00042695375,"threshold_uncertainty_score":0.9998517},"labels":[],"label_agreement":null},{"id":"W7030615745","doi":"","title":"Novel manufacturing methods for functional electronic textiles","year":2018,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Mechanical and Thermal Properties Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; University of Southampton; Trent University","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.01828388041365397,"score_gpt":0.2173290717725842,"score_spread":0.19904519135893023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030615745","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012452923,0.00015321719,0.8512795,0.000019631438,0.00025430587,0.00027828154,0.00006132743,0.00030725717,0.1464012],"genre_scores_gemma":[0.02966857,0.0003808025,0.07443711,0.000028854794,0.00050561316,0.000005379025,0.00013267437,0.0005416755,0.8942993],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991337,0.000019891486,0.00011969515,0.0003013571,0.000120873716,0.00030444772],"domain_scores_gemma":[0.99945205,0.00003700049,0.00009948332,0.00030157063,0.000030008257,0.00007988979],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017033258,0.00022780024,0.00038906734,0.00018873645,0.00007581406,0.000008482528,0.00031628038,0.0002676819,0.02741052],"category_scores_gemma":[0.000008591262,0.0002484641,0.00030105942,0.00007016959,0.00008317528,0.000038947906,0.00011537614,0.00017057113,0.0004597626],"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":[0.00093673804,0.0007384941,0.00009456995,0.0056063607,0.018211149,0.00001150648,0.0031646711,0.00701509,0.069619596,0.012887006,0.24119024,0.64052457],"study_design_scores_gemma":[0.0006000697,0.000045059733,0.00006053687,0.00011796481,0.00022677047,0.0000020337116,0.00040582824,0.013014988,0.004170712,0.0006255068,0.9802888,0.00044170427],"about_ca_topic_score_codex":0.00021863046,"about_ca_topic_score_gemma":0.000116022115,"teacher_disagreement_score":0.77684236,"about_ca_system_score_codex":0.000071077666,"about_ca_system_score_gemma":0.000021478336,"threshold_uncertainty_score":0.9999968},"labels":[],"label_agreement":null},{"id":"W7031633778","doi":"","title":"Jerusalem","year":2006,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Subject (documents); Period (music); Government (linguistics); Work (physics)","score_opus":0.022084343084592863,"score_gpt":0.16242541124276066,"score_spread":0.1403410681581678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7031633778","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004978022,0.00053428486,0.000700573,0.00005052279,0.0011543736,0.00018732379,0.0017239581,0.00010993743,0.99504125],"genre_scores_gemma":[0.0028572911,0.00018851219,0.0009633552,0.000017229608,0.000086163505,3.7715554e-7,0.000049340488,0.000096956785,0.9957408],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881923,0.0000073262736,0.00023707854,0.00061933754,0.000044581968,0.0002724249],"domain_scores_gemma":[0.99875814,0.000012604121,0.00064212765,0.00050002855,0.000015826457,0.00007127396],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021328566,0.00021364605,0.00064178795,0.0004774227,0.00009327606,0.000018477267,0.0004998417,0.00024045949,0.10314365],"category_scores_gemma":[0.000010656075,0.00031954065,0.00025758313,0.00014207014,0.0003111,0.000071651666,0.00029138284,0.00013765073,0.054114014],"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":[0.0000055148785,0.00005010165,0.004641617,0.000049022157,0.00014998647,0.0000069453035,0.00046643455,0.0000040534264,5.080768e-7,0.016651727,0.97775644,0.0002176222],"study_design_scores_gemma":[0.00047573322,0.0000087451035,0.0016824459,0.000046765184,0.00001514711,5.1055224e-7,0.0009105122,0.0000287995,0.0000018495839,0.0011056149,0.9954129,0.00031100624],"about_ca_topic_score_codex":0.0060315584,"about_ca_topic_score_gemma":0.00044764456,"teacher_disagreement_score":0.049029633,"about_ca_system_score_codex":0.00007505289,"about_ca_system_score_gemma":0.00001766412,"threshold_uncertainty_score":0.9999257},"labels":[],"label_agreement":null},{"id":"W7033445539","doi":"","title":"Remote visualization of Labrador convection in large oceanic datasets","year":2005,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"German Colonialism and Identity 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":"Visualization; Convection; Data visualization; Feature (linguistics)","score_opus":0.016559069284888615,"score_gpt":0.22290355524305713,"score_spread":0.2063444859581685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033445539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940519,0.000032042757,0.00037503513,0.00020998192,0.00015191916,0.00015609669,0.00025676616,0.000028673703,0.0047376333],"genre_scores_gemma":[0.9972977,0.00004892247,0.00008863438,0.000029769368,0.00005735884,7.0428634e-8,0.000105340776,0.000005728823,0.002366499],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993548,0.00004078385,0.00015190501,0.0001660391,0.00014906771,0.00013741349],"domain_scores_gemma":[0.9995392,0.000018403085,0.00015914401,0.00016939417,0.00008679295,0.000027081944],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019094069,0.000081698534,0.00019117384,0.00018143377,0.00016974143,0.000013573833,0.00015744596,0.00004073397,0.0028197982],"category_scores_gemma":[0.000020062222,0.00010272227,0.000058928323,0.00007088772,0.00013282835,0.00034837695,0.0001383876,0.000067267065,0.00017110292],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050300517,0.0015729152,0.05515247,0.00075662736,0.00036116326,0.000035173674,0.674073,0.00008044675,0.000975116,0.2302537,0.024756705,0.011479728],"study_design_scores_gemma":[0.0053146128,0.00020105911,0.3128113,0.00029674868,0.00015029663,0.0000032356465,0.10171829,0.0041066343,0.0011880038,0.0016250933,0.5719117,0.0006730239],"about_ca_topic_score_codex":0.002848258,"about_ca_topic_score_gemma":0.02012584,"teacher_disagreement_score":0.5723547,"about_ca_system_score_codex":0.00003803737,"about_ca_system_score_gemma":0.000019081259,"threshold_uncertainty_score":0.99809176},"labels":[],"label_agreement":null},{"id":"W7033950689","doi":"","title":"Routine short course pre-op radiotherapy or selective post-op chemoradiotherapy for resectable rectal cancer? Preliminary results of the MRC CR07 randomised trial","year":2006,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Radiation therapy; Chemoradiotherapy; Rectum; Total mesorectal excision; Stage (stratigraphy); Colorectal cancer; Adenocarcinoma; Randomized controlled trial","score_opus":0.016919442647905382,"score_gpt":0.27033423624724445,"score_spread":0.25341479359933905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033950689","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.711849,0.0032148424,0.0032187605,0.0014691132,0.003925608,0.062962085,0.04341025,0.0017703183,0.16818002],"genre_scores_gemma":[0.08679953,0.00063528476,0.006888732,0.00007605052,0.001554689,0.00016942027,0.00090022123,0.0022836502,0.9006924],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99434185,0.000651975,0.00094944553,0.0017103693,0.0012862935,0.0010600816],"domain_scores_gemma":[0.9939046,0.00059194764,0.0025224925,0.0019603067,0.00076677446,0.00025388485],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001659811,0.0011158157,0.0026754625,0.0007362874,0.0004284127,0.000038952887,0.0022093097,0.0012272294,0.0030720793],"category_scores_gemma":[0.00030613536,0.0010201934,0.0014011943,0.0012211343,0.0012095212,0.00023298377,0.00028859955,0.0008698369,0.00003273082],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7516172,0.0012811976,0.00038035674,0.00031972624,0.002485035,0.000017171571,0.0061255265,0.0002522266,0.0051439228,0.0000130073,0.23074728,0.0016173248],"study_design_scores_gemma":[0.7646617,0.0064828577,0.004445397,0.0021945825,0.0019628333,0.000032349402,0.0026849732,0.001420177,0.013508063,0.000044714325,0.20000173,0.0025605746],"about_ca_topic_score_codex":0.02139397,"about_ca_topic_score_gemma":0.00766198,"teacher_disagreement_score":0.7325124,"about_ca_system_score_codex":0.0010684775,"about_ca_system_score_gemma":0.0019110931,"threshold_uncertainty_score":0.99922484},"labels":[],"label_agreement":null},{"id":"W7034240330","doi":"","title":"Tailfeathers portrait.: 2023, 3D printed PLA, 70x40x52cm","year":2023,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Nucleofection; Gestational period; TSG101; Diafiltration; Fusible alloy; Hyporeflexia; Dysgeusia; Liquation","score_opus":0.030138552392825143,"score_gpt":0.18186996536836855,"score_spread":0.1517314129755434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034240330","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013360652,0.00028445933,0.00045029682,0.00010551336,0.0022221901,0.0003787962,0.0025555156,0.0003835333,0.99228364],"genre_scores_gemma":[0.0027905037,0.0005506465,0.00062393316,0.00002590312,0.0000885062,0.0000014888634,0.000038294045,0.0002789995,0.9956017],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981085,0.000012948997,0.00037168484,0.00097208435,0.00008429677,0.00045046728],"domain_scores_gemma":[0.99819636,0.00003399516,0.0008695261,0.0007209206,0.00003054391,0.00014864262],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044232223,0.00033721898,0.00090909936,0.00079023186,0.00014863121,0.000030439718,0.0007470588,0.0003631965,0.1492605],"category_scores_gemma":[0.000052678395,0.0004862425,0.00037492235,0.00033187825,0.00043161528,0.00012996812,0.0005023117,0.0002609728,0.11186621],"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":[0.000026809597,0.00010226742,0.006942061,0.000102019236,0.00080611254,0.000040380568,0.002577162,0.000017975524,0.0000016320691,0.016032722,0.9723951,0.0009557458],"study_design_scores_gemma":[0.0007373662,0.000019297766,0.003494006,0.00011634871,0.000031989624,0.000001144751,0.004749837,0.000099650104,0.0000017510573,0.0006206284,0.9896277,0.00050023996],"about_ca_topic_score_codex":0.004934219,"about_ca_topic_score_gemma":0.00094050035,"teacher_disagreement_score":0.037394296,"about_ca_system_score_codex":0.00015641254,"about_ca_system_score_gemma":0.00004265031,"threshold_uncertainty_score":0.9997589},"labels":[],"label_agreement":null},{"id":"W7034380915","doi":"","title":"Temelini, Michael. Wittgenstein and the Study of Politics. Toronto: University of Toronto, 2015. ix + 274 pp. Cloth, $60.00; ebook, $60.00 –","year":2017,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Economic and Industrial Development","field":"Economics, Econometrics and Finance","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":"Exposition (narrative); Meaning (existential); Perspective (graphical); Subject (documents)","score_opus":0.028205473596784162,"score_gpt":0.20796717769751583,"score_spread":0.17976170410073167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034380915","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12588173,0.006891459,0.00017003476,0.00015149928,0.0008351517,0.0017013646,0.0010215783,0.000048404472,0.8632988],"genre_scores_gemma":[0.43259278,0.008722581,0.0006440241,0.000024753306,0.0001722565,0.0000010340224,0.000037894155,0.00013643435,0.55766827],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982276,0.0000761283,0.0005281428,0.0007104211,0.00010781143,0.0003498869],"domain_scores_gemma":[0.99636114,0.00007087212,0.0022117356,0.0011147604,0.00008144634,0.0001600369],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077318517,0.00037079566,0.0014505617,0.000097886594,0.00026004363,0.000019671277,0.0011369793,0.00048894,0.013484596],"category_scores_gemma":[0.00004291633,0.00044722506,0.00028168142,0.000036693586,0.0008317466,0.00023454684,0.000694527,0.0002468281,0.0001772859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025232867,0.003190331,0.15784514,0.0013158205,0.0111469375,0.00013159038,0.12999979,0.00004340905,0.000033380424,0.14119327,0.54002744,0.012549635],"study_design_scores_gemma":[0.011176858,0.0003053208,0.02914171,0.00031731447,0.00017818416,0.0000024931294,0.040005095,0.000098930424,0.000014327433,0.0009689039,0.9169389,0.0008519395],"about_ca_topic_score_codex":0.253593,"about_ca_topic_score_gemma":0.032596428,"teacher_disagreement_score":0.37691152,"about_ca_system_score_codex":0.00036197784,"about_ca_system_score_gemma":0.00014929674,"threshold_uncertainty_score":0.99979794},"labels":[],"label_agreement":null},{"id":"W7035847288","doi":"","title":"Administering the summit: administration of the core executive in developed countries","year":2000,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Freshwater macroinvertebrate diversity and ecology","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":"Administration (probate law); Government (linguistics); Summit; Staffing; Developed country; Core (optical fiber); Politics","score_opus":0.01962947514004201,"score_gpt":0.19452587189022272,"score_spread":0.1748963967501807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035847288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70736486,0.000016204936,0.000023915158,0.00041856957,0.00018758322,0.00061378523,0.0002124323,0.000017800296,0.29114485],"genre_scores_gemma":[0.60172385,0.000069257556,0.00011227174,0.00013942175,0.000012204054,7.213818e-7,0.00004630695,0.000014068746,0.3978819],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987845,0.00007176021,0.0002185419,0.00035182256,0.00033226935,0.0002411532],"domain_scores_gemma":[0.9990882,0.000070338734,0.0003467995,0.0004235192,0.000020887495,0.000050225088],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024173241,0.00020657468,0.00033341482,0.0000627122,0.00026837864,0.000010254682,0.0010252391,0.00027239122,0.012297357],"category_scores_gemma":[0.000012301573,0.00018112976,0.0001484494,0.00014353625,0.0014900584,0.00014899082,0.0007886036,0.00034251803,0.0006216768],"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":[0.004839432,0.0007786248,0.6739988,0.00085056026,0.0007247158,0.0006325345,0.12889607,0.0018577604,0.00061124587,0.005784451,0.17601661,0.0050091962],"study_design_scores_gemma":[0.0021711949,0.0003309062,0.35976532,0.00056845945,0.00023911877,0.000027042051,0.014067599,0.00043501082,0.001741541,0.005286138,0.6143055,0.001062207],"about_ca_topic_score_codex":0.0009181076,"about_ca_topic_score_gemma":0.015376291,"teacher_disagreement_score":0.43828887,"about_ca_system_score_codex":0.00031477193,"about_ca_system_score_gemma":0.00022491497,"threshold_uncertainty_score":0.98860556},"labels":[],"label_agreement":null},{"id":"W7035999727","doi":"","title":"Advanced driver assistance systems, state of the art and the future: results from the ATLANTIC project","year":2004,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Botany, Ecology, and Taxonomy 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":"Nucleofection; TSG101; Articular cartilage damage; Hyporeflexia; Gestational period; Diafiltration; Liquation","score_opus":0.012786277832746539,"score_gpt":0.17834303326641052,"score_spread":0.16555675543366397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035999727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9165514,0.0034084918,0.000026194806,0.0074705468,0.0012932009,0.0034682252,0.002468458,0.000113243244,0.065200225],"genre_scores_gemma":[0.8735965,0.002391793,0.00012508438,0.00007682444,0.000250141,0.00000448786,0.000021995102,0.000008254782,0.12352494],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988802,0.0001979143,0.00017212506,0.0003614828,0.00020364666,0.00018464058],"domain_scores_gemma":[0.9987825,0.00029620476,0.000616634,0.00022486875,0.00005311362,0.000026689519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026739473,0.00019535302,0.00041294566,0.000010745293,0.0003363862,0.000015831218,0.0006445089,0.0001349728,0.00016791347],"category_scores_gemma":[0.00003246939,0.00006262186,0.00015636449,0.00017707443,0.0010533246,0.00003638695,0.00033329835,0.00022484838,0.000026832606],"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":[0.0075819753,0.0010285013,0.33403805,0.00073311705,0.006524644,0.00008083456,0.016671542,0.00011620868,0.0014851829,0.0028767854,0.58785456,0.0410086],"study_design_scores_gemma":[0.001183271,0.000031691547,0.47023275,0.00023367946,0.0000840253,0.0000011984357,0.008480523,0.000004595992,0.000006121697,0.00017348613,0.5194046,0.00016408316],"about_ca_topic_score_codex":0.0041269925,"about_ca_topic_score_gemma":0.057945717,"teacher_disagreement_score":0.1361947,"about_ca_system_score_codex":0.000029862114,"about_ca_system_score_gemma":0.000026782485,"threshold_uncertainty_score":0.9592443},"labels":[],"label_agreement":null},{"id":"W7036947879","doi":"","title":"Controls upon the location and size of glacial overdeepenings: PhD thesis","year":2015,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Orthoptera Research and Taxonomy","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":"Glacial period; Bedrock; Glacier; Magnitude (astronomy); Ice sheet; Ice caps; Pleistocene; Ice age","score_opus":0.021143032503602065,"score_gpt":0.21138189251568398,"score_spread":0.19023886001208193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036947879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922529,0.000101552505,0.0000047432754,0.00025944773,0.000058421578,0.00038722166,0.000058141515,0.000013879627,0.006863716],"genre_scores_gemma":[0.9974571,0.000090363035,0.00005142261,0.000008992773,0.00005463729,0.0000012516159,0.000111120724,0.000001076686,0.0022240656],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99900717,0.00009417684,0.00014071628,0.00025211513,0.00033525,0.00017059194],"domain_scores_gemma":[0.9989398,0.00026872658,0.00031637584,0.00008928471,0.000291212,0.0000945829],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037041144,0.00013833724,0.00028337745,0.000017291408,0.00017567088,0.000022466633,0.0003389167,0.00017239881,0.0010253954],"category_scores_gemma":[0.00014433304,0.00006597382,0.00011711609,0.00016900411,0.0001253814,0.000118041826,0.00008305302,0.00018018302,0.000027977463],"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":[0.004800685,0.0004956848,0.06674043,0.0004790018,0.0006139889,0.000020543885,0.017997434,0.0000129005,0.056962136,0.0014729706,0.0009243984,0.8494798],"study_design_scores_gemma":[0.00113259,0.00038346575,0.9251042,0.00022587481,0.00013485926,0.0000021198573,0.050710607,0.00011149183,0.0020305172,0.0019431486,0.017813502,0.00040761367],"about_ca_topic_score_codex":0.0019860028,"about_ca_topic_score_gemma":0.004554827,"teacher_disagreement_score":0.85836375,"about_ca_system_score_codex":0.000024872132,"about_ca_system_score_gemma":0.00005269693,"threshold_uncertainty_score":0.9998878},"labels":[],"label_agreement":null},{"id":"W7038047272","doi":"","title":"Fertility transition in Tanzania : the impact of marriage and contraception","year":2003,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","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":"Fertility; Tanzania; Total fertility rate; Family planning; Quarter (Canadian coin); Sub-replacement fertility; Birth rate; Population","score_opus":0.0058441656179093904,"score_gpt":0.2270848001951376,"score_spread":0.2212406345772282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038047272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99767745,0.0002617155,0.000037449798,0.00003407867,0.000057196383,0.000313031,0.000048312348,0.0000027859369,0.0015679677],"genre_scores_gemma":[0.99706525,0.00021766704,0.000052222043,0.000004006846,0.000010880784,3.7214426e-7,0.00043004027,0.000008168098,0.0022114168],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992769,0.00008670589,0.00013480095,0.00028745006,0.00009664802,0.00011752553],"domain_scores_gemma":[0.9994266,0.000008068772,0.00018346091,0.00024817264,0.000098924495,0.000034771885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024267027,0.00014235055,0.00022814226,0.00006427595,0.000050868046,0.0000041249245,0.00013548089,0.00025109807,0.00029484427],"category_scores_gemma":[0.000033013162,0.00013017574,0.00014671081,0.000087529836,0.00008554995,0.0000067262367,0.000029546227,0.0001725651,0.0000019313345],"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":[0.0058597573,0.00051913067,0.052769616,0.00084348046,0.0005929788,0.000012119686,0.009702206,0.0001981842,0.892371,0.00013680961,0.00049727404,0.03649746],"study_design_scores_gemma":[0.00086609635,0.0001600253,0.9833827,0.000054531454,0.000043893906,0.0000016432238,0.002950953,0.000055891884,0.01195986,0.00016532547,0.00018663601,0.00017245044],"about_ca_topic_score_codex":0.0016462404,"about_ca_topic_score_gemma":0.0012958185,"teacher_disagreement_score":0.9306131,"about_ca_system_score_codex":0.000020178542,"about_ca_system_score_gemma":0.000064064174,"threshold_uncertainty_score":0.5308413},"labels":[],"label_agreement":null},{"id":"W7038333097","doi":"","title":"Interannual-to-seasonal variability of the Subpolar North Atlantic Ocean","year":2005,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Digital Media and Visual Art","field":"Computer 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":"Ocean gyre; Hydrography; Altimeter; Front (military); Atlantic Equatorial mode; Forcing (mathematics); Empirical orthogonal functions; Sea-surface height; Ocean surface topography","score_opus":0.007713154595866513,"score_gpt":0.2085448404865676,"score_spread":0.20083168589070108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038333097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886701,0.000005408024,0.0027593803,0.00015684287,0.0006293605,0.00037331245,0.000056140143,0.000049138118,0.0073002796],"genre_scores_gemma":[0.9953546,0.000004573021,0.0012108665,0.00003563026,0.00003610495,2.9607946e-7,0.000065352346,0.000011342274,0.0032812527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982686,0.00010031347,0.00024748553,0.0005422355,0.0005775413,0.00026382454],"domain_scores_gemma":[0.9982404,0.00010580601,0.000347975,0.00085456594,0.00027836097,0.00017290679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027681992,0.00023632617,0.0004141457,0.00016151727,0.00012779106,0.000033063,0.0022410606,0.00015143883,0.00021796027],"category_scores_gemma":[0.00011313075,0.00023061768,0.000326531,0.000489806,0.00012061535,0.00037353634,0.0005797818,0.00030930346,0.00017480274],"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":[0.00036253844,0.001176307,0.86864763,0.0008445892,0.0003810076,0.000023396047,0.0803739,0.00008732039,0.00042161962,0.014208112,0.0017252822,0.031748317],"study_design_scores_gemma":[0.00044304793,0.0001022363,0.9894558,0.00034188447,0.000056469093,0.000002638029,0.002465197,0.0006500649,0.0006000792,0.00067036785,0.004814213,0.0003979595],"about_ca_topic_score_codex":0.00029803428,"about_ca_topic_score_gemma":0.00091508456,"teacher_disagreement_score":0.12080823,"about_ca_system_score_codex":0.00006922129,"about_ca_system_score_gemma":0.00022779281,"threshold_uncertainty_score":0.9404316},"labels":[],"label_agreement":null},{"id":"W7038335344","doi":"","title":"Hunter gatherer: a collection making tool for the web","year":2002,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Echinoderm biology and ecology","field":"Agricultural and Biological Sciences","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":"University of Toronto","funders":"","keywords":"Copying; Focus (optics); Task (project management); Web page; Information system; Information access","score_opus":0.019341109695669195,"score_gpt":0.1909126919699462,"score_spread":0.17157158227427702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038335344","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36710835,0.00066274684,0.0011250877,0.005754779,0.0017684612,0.0033939204,0.0007681935,0.00057693943,0.6188415],"genre_scores_gemma":[0.27551606,0.00030862368,0.00033541035,0.0001544217,0.00023214077,0.000004360006,0.000044947592,0.00000943982,0.7233946],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992606,0.00005653407,0.00008865806,0.00030417353,0.00007259608,0.0002174141],"domain_scores_gemma":[0.99944246,0.00019005236,0.00021542811,0.000098934266,0.000029017494,0.00002409059],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001522106,0.0001481435,0.00023512877,0.000029771976,0.00031608605,0.000008826102,0.00040943615,0.00042383993,0.04225717],"category_scores_gemma":[0.000020780695,0.000068606,0.00020724504,0.00012329967,0.0001812079,0.000026883263,0.0001286302,0.00016911725,0.00030718834],"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":[0.00034767942,0.00030486681,0.09320954,0.000104885024,0.0005699252,0.000012937023,0.0017195031,0.000008670123,0.0026839043,0.00058306986,0.844394,0.056060977],"study_design_scores_gemma":[0.00034203185,0.00012096313,0.020196615,0.00006166194,0.000064056694,0.0000052644045,0.0012953884,0.00043579604,0.000019762632,0.00016851712,0.9770553,0.00023460973],"about_ca_topic_score_codex":0.0006773448,"about_ca_topic_score_gemma":0.011478183,"teacher_disagreement_score":0.1326613,"about_ca_system_score_codex":0.000023606459,"about_ca_system_score_gemma":0.000008131303,"threshold_uncertainty_score":0.95861834},"labels":[],"label_agreement":null},{"id":"W7042476501","doi":"","title":"Predicting the effect of hull roughness on ship resistance using a fully turbulent flow channel and CFD","year":2022,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","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":"Dalhousie University","keywords":"Hull; Computational fluid dynamics; Turbulence; Surface finish; Flow (mathematics); Fouling; Surface roughness; Reynolds-averaged Navier–Stokes equations; Channel (broadcasting)","score_opus":0.006469960351630363,"score_gpt":0.16104059681197674,"score_spread":0.15457063646034638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042476501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979632,0.00006027907,0.00022413331,0.00004291031,0.00007117758,0.0001291411,0.000026963522,0.000032501393,0.0014496972],"genre_scores_gemma":[0.99954504,0.000010107334,0.000106305786,0.0000055790665,0.0000143231855,0.0000010513909,0.00000816793,0.0000086516875,0.0003008014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999454,0.000052604373,0.0000781278,0.00016089025,0.00012476093,0.00012960205],"domain_scores_gemma":[0.99964625,0.00006713525,0.000058330275,0.000190917,0.000004331375,0.000033048134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022770895,0.00010464064,0.0001556484,0.000029175006,0.00021231675,0.0000023347807,0.00019117526,0.00005094473,0.00025732524],"category_scores_gemma":[0.000008210318,0.00010662648,0.00005580728,0.000069200716,0.00012249187,0.000033932385,0.00023488082,0.00022245105,0.000002367805],"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":[0.003084478,0.00021393105,0.47007242,0.0026121899,0.0007863703,0.00014380412,0.025539186,0.43268943,0.060441747,0.00015458257,0.00032063553,0.003941231],"study_design_scores_gemma":[0.0087273,0.0012133472,0.4809997,0.0006942089,0.00054664415,0.0001347406,0.033400312,0.33939582,0.12582837,0.00055663823,0.0065767495,0.0019261489],"about_ca_topic_score_codex":0.000059927886,"about_ca_topic_score_gemma":0.000014833516,"teacher_disagreement_score":0.09329359,"about_ca_system_score_codex":0.000071120594,"about_ca_system_score_gemma":0.000004411206,"threshold_uncertainty_score":0.43481016},"labels":[],"label_agreement":null},{"id":"W7043232967","doi":"","title":"Science literacy as an approach to engaging young people in improving their health behaviours","year":2015,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"","field":"","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":"U.S. Military Academy; Office of International Science and Engineering; Directorate for STEM Education; University of North Carolina at Greensboro; University of Colorado Denver; California State University, East Bay; University of California, Irvine; University at Buffalo; University of North Carolina at Chapel Hill; University of North Carolina Wilmington; University of California, Davis; University of Colorado Boulder; University of California, Los Angeles; University of Illinois at Urbana-Champaign; Stony Brook University; Universitat Autònoma de Barcelona; RWTH Aachen University; Zayed University; Universität Zürich; National Taiwan Normal University; Humboldt-Universität zu Berlin; Universität Duisburg-Essen; Dokuz Eylül Üniversitesi; Ludwig-Maximilians-Universität München; Université de Montréal; Brock University; Orta Doğu Teknik Üniversitesi; Ege Üniversitesi; Technion-Israel Institute of Technology; Concordia University; Abant Izzet Baysal Üniversitesi; Harran Üniversitesi; Monash University; Weizmann Institute of Science; Northwestern University; Trinity College Dublin; La Trobe University; Loyola Marymount University; Barnard College; Saint Louis University; Australian Catholic University; Universität Paderborn; University of Southern Maine; Ewha Womans University; King's College London; California State University, Dominguez Hills; Gazi Üniversitesi; University of Roehampton; Grinnell College; University of Alberta; Korea National University of Education; Old Dominion University; Kennesaw State University; Montana State University; Universidad de Chile; University of Pittsburgh; Iowa State University; George Washington University; University of South Florida; Franklin W. Olin College of Engineering; University of Akron; West Virginia University; University of Cape Town; University of Ottawa; University of Montana; University of California, Santa Barbara; University of Wisconsin-Madison; California State Polytechnic University, Pomona; University of Canterbury; California State University, Sacramento; Ball State University; Ben-Gurion University of the Negev; Lehigh University; Albert-Ludwigs-Universität Freiburg; Manchester Metropolitan University; Arizona State University; University of California, Santa Cruz; College of Engineering, Michigan State University; University of Wyoming; University of New South Wales; Nanyang Technological University; Texas Christian University; Brandeis University; Michigan State University; Curtin University of Technology; Tshwane University of Technology; Université du Luxembourg; University of Washington; Atilim Üniversitesi; North Carolina State University; Oregon State University; University of Nebraska-Lincoln; Leibniz-Gemeinschaft; Simon Fraser University; Pennsylvania State University; University of Connecticut; Universität Potsdam; American University of Beirut; University of Miami; Boston College; State University of New York; Florida International University; Clemson University; Utah State University; University of Northern Colorado; University of Cincinnati; University of West Florida; Florida State University; Colorado State University; Universität Kassel; University of Wollongong; University of Haifa; Wayne State University; Georgia State University; Harvard University; Western Michigan University; Washington State University; Elon University; University of Missouri; Wichita State University; Northern Illinois University; Georgia Institute of Technology; University of Pennsylvania; University of Minnesota; University of Ontario Institute of Technology; Georgia Southern University; Seoul National University; York University; Vanderbilt University; Chuncheon National University of Education; University of Waikato; Knowles Science Teaching Foundation; Universidad de Guadalajara; Eastern Washington University; Loyola University Chicago; Ohio State University; Wake Forest University; Vancouver Island University; City University of New York; Uppsala Universitet; George Mason University; Purdue University; Université du Québec à Montréal; University of Toronto; University of Louisville","keywords":"Science education; Association (psychology); Scientific literacy; Health science; Health literacy; Literacy; Science, technology, society and environment education; Social science education","score_opus":0.021964611544124595,"score_gpt":0.266959724321322,"score_spread":0.24499511277719738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043232967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6232077,0.00008218041,0.0011770158,0.00006518951,0.00031791654,0.0019187117,0.00084254134,0.000577899,0.37181085],"genre_scores_gemma":[0.8792972,0.000009234961,0.016089527,0.000050793995,0.000099477686,0.0000033119422,0.00034270785,0.00073666143,0.103371106],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99531245,0.00034595854,0.0003327119,0.0017108631,0.0011677934,0.0011302144],"domain_scores_gemma":[0.9962568,0.00002594224,0.00080575416,0.0015690274,0.00032743972,0.0010150239],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0033140285,0.0006004615,0.0010025259,0.004067073,0.00042794793,0.00013274669,0.0024015119,0.000301852,0.0009925966],"category_scores_gemma":[0.0001276881,0.0007711502,0.00014891221,0.002999907,0.00060788717,0.0009474805,0.0013798113,0.000938113,0.0013534921],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003847489,0.0031964418,0.12857065,0.0007156357,0.00013613889,0.000063544656,0.8238848,0.00020840917,0.0020091794,0.0015963638,0.020022934,0.019211162],"study_design_scores_gemma":[0.010412606,0.0013134922,0.3004601,0.0044593173,0.00026197915,0.00019776457,0.58694565,0.0065431893,0.00028071084,0.00056968344,0.08101431,0.0075411904],"about_ca_topic_score_codex":0.088866994,"about_ca_topic_score_gemma":0.0127875,"teacher_disagreement_score":0.26843977,"about_ca_system_score_codex":0.0014258975,"about_ca_system_score_gemma":0.0023886727,"threshold_uncertainty_score":0.9999206},"labels":[],"label_agreement":null},{"id":"W7045630921","doi":"","title":"The Association between Self-Esteem and Mental Health Problems in Adolescents with a History of Victimisation","year":2021,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Victimisation; Mental health; Association (psychology); Cohort; Cohort study; Strengths and Difficulties Questionnaire; Longitudinal study; Suicide prevention; Poison control","score_opus":0.00860874372861246,"score_gpt":0.19832583067760035,"score_spread":0.1897170869489879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045630921","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10745682,0.00073075824,0.00046549653,0.0015808961,0.00017257372,0.002841437,0.00015917498,0.000050967552,0.8865419],"genre_scores_gemma":[0.38727432,0.00024585504,0.00041124155,0.000008829279,0.00005531305,0.000003291477,0.00012899646,0.000054639015,0.61181754],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.999074,0.00010534677,0.00012940241,0.00021109823,0.00032412758,0.0001560525],"domain_scores_gemma":[0.9992326,0.000019910804,0.00046744794,0.00017701599,0.000049199843,0.000053822856],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002652434,0.000107910964,0.00024448775,0.00012518403,0.000052016556,0.0000062224335,0.00014680669,0.00006409736,0.011814233],"category_scores_gemma":[0.0000021951303,0.000109303386,0.000041349896,0.00009632318,0.00006750583,0.000011159582,0.0001404812,0.00017762692,0.000005140095],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017440303,0.00019475538,0.96105665,0.00046930354,0.00021132872,4.4318935e-7,0.005059564,7.8685787e-7,0.000029635376,0.00008996515,0.014346124,0.018523987],"study_design_scores_gemma":[0.0025880777,0.00013348406,0.44454765,0.0017371896,0.000050574905,1.1393598e-7,0.008448428,0.000098359036,0.00000665394,0.00001772507,0.5421244,0.00024736283],"about_ca_topic_score_codex":0.0117742,"about_ca_topic_score_gemma":0.0035709613,"teacher_disagreement_score":0.52777827,"about_ca_system_score_codex":0.00018536387,"about_ca_system_score_gemma":0.00031733897,"threshold_uncertainty_score":0.99480647},"labels":[],"label_agreement":null},{"id":"W7045841568","doi":"","title":"Calculating modal target epsilons from multiple GMPE models: A case study for Montréal","year":2012,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","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":"Nucleofection; Gestational period; Hyporeflexia; TSG101; Articular cartilage damage; Dysgeusia; Diafiltration","score_opus":0.03453763925498851,"score_gpt":0.2425995452544109,"score_spread":0.2080619059994224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045841568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93018645,0.000015985335,0.06299335,0.00010682137,0.00006419509,0.0010491244,0.00026810472,0.000027324744,0.0052886438],"genre_scores_gemma":[0.9873416,3.6051594e-7,0.010964575,0.0000043428236,0.00007529782,0.000007891292,0.0000448834,0.000012962363,0.001548132],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9988128,0.000068108886,0.00016842177,0.000302874,0.0002619561,0.00038584595],"domain_scores_gemma":[0.998997,0.00018000095,0.00012719563,0.00036654904,0.0001172426,0.00021204927],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026835714,0.00015821046,0.00025621144,0.000094764655,0.00033009975,0.000016981703,0.00023796048,0.00004534514,0.03162835],"category_scores_gemma":[0.000013076989,0.00018967666,0.00016359056,0.0001117241,0.00006549123,0.00011146765,0.0003850319,0.0001586167,0.00005519785],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024231167,0.0026859373,0.8821529,0.00003332083,0.00047996704,0.00009049241,0.053438522,0.0014342876,0.0016439066,0.0015183126,0.00084992737,0.055430084],"study_design_scores_gemma":[0.008488839,0.00023536301,0.05467278,0.00003553446,0.00019586833,0.00000564199,0.52020484,0.40932766,0.00047594914,0.0011306462,0.0045846566,0.0006421972],"about_ca_topic_score_codex":0.12178432,"about_ca_topic_score_gemma":0.0015205304,"teacher_disagreement_score":0.82748014,"about_ca_system_score_codex":0.000016452597,"about_ca_system_score_gemma":0.000047260644,"threshold_uncertainty_score":0.9692569},"labels":[],"label_agreement":null},{"id":"W7046153364","doi":"","title":"Delineation of the outer limits of Canada's Arctic ocean continental shelf and its delimitation with neighboring states: does it matter which comes first?","year":2015,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Continental shelf; Arctic; The arctic; Continental margin","score_opus":0.008842823843840665,"score_gpt":0.19488023135892216,"score_spread":0.1860374075150815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046153364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8407302,0.00004054105,0.00071187294,0.0035413487,0.0001717453,0.0012776498,0.0007147093,0.000015245842,0.15279667],"genre_scores_gemma":[0.81937486,0.000010579019,0.00018514087,0.000013465019,0.000021910284,6.4282636e-7,0.000079414065,0.00003191238,0.18028207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900556,0.000042607175,0.00016679062,0.00021830783,0.00041372035,0.00015304553],"domain_scores_gemma":[0.9988891,0.000043687418,0.0003753164,0.0002387975,0.00038239764,0.00007074058],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000114871356,0.00015691461,0.00027598516,0.00011182445,0.00005932158,0.000008388726,0.00024223988,0.000052208372,0.03435906],"category_scores_gemma":[0.000008667024,0.0001235625,0.000040840998,0.0001364517,0.00009160652,0.000025539912,0.00017669583,0.00012888113,0.000005623349],"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":[0.00028351272,0.0002677274,0.8239095,0.0013646192,0.0007425332,0.0000040691793,0.0096913,0.00023506797,0.00020674506,0.00030511245,0.15784964,0.0051401667],"study_design_scores_gemma":[0.011736109,0.000454112,0.4401015,0.0054038665,0.00088248454,0.0000029381388,0.12773545,0.009578171,0.0020897347,0.00016021341,0.4000292,0.0018261988],"about_ca_topic_score_codex":0.19840476,"about_ca_topic_score_gemma":0.31025428,"teacher_disagreement_score":0.383808,"about_ca_system_score_codex":0.000020759933,"about_ca_system_score_gemma":0.00025076186,"threshold_uncertainty_score":0.96652365},"labels":[],"label_agreement":null},{"id":"W7046314562","doi":"","title":"Democratic innovations: designing institutions for citizen participation","year":2009,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Superconducting and THz Device Technology","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":"Democracy; Variety (cybernetics); Politics; Legislation; Citizen journalism; Participatory budgeting; Democratic theory; Participatory democracy","score_opus":0.047539445883804335,"score_gpt":0.26745805109199694,"score_spread":0.21991860520819262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046314562","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19175632,0.00004747687,0.4399567,0.00059442024,0.0002971627,0.0017124546,0.00024707988,0.00037013664,0.36501825],"genre_scores_gemma":[0.8435455,0.0000035412056,0.012519678,0.000038008442,0.00016146188,0.000007884814,0.00067214866,0.000027999286,0.14302379],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99908495,0.000023195465,0.00021888083,0.00032932768,0.00012067326,0.00022297073],"domain_scores_gemma":[0.9989922,0.0000966179,0.00029112745,0.00033431244,0.00023529735,0.000050450188],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001738853,0.00019625144,0.00035319966,0.00028345527,0.00034924355,0.000012910883,0.00029016548,0.00021482616,0.00065459276],"category_scores_gemma":[0.000027501994,0.00026444835,0.00017417363,0.00017326754,0.00019435505,0.00015313826,0.00007690801,0.00029548103,0.000105023246],"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":[0.00003721034,0.0004296093,0.0133819,0.00026927557,0.0010694388,0.0000075870116,0.0075390586,0.0004354147,0.0011436105,0.8955525,0.018577788,0.061556574],"study_design_scores_gemma":[0.0052036787,0.0004109852,0.002727834,0.0014459472,0.0014330464,0.000004952629,0.03999802,0.0011469,0.0027257174,0.7905205,0.15214911,0.0022332955],"about_ca_topic_score_codex":0.00016942843,"about_ca_topic_score_gemma":0.00004195463,"teacher_disagreement_score":0.6517892,"about_ca_system_score_codex":0.00008916559,"about_ca_system_score_gemma":0.00040298977,"threshold_uncertainty_score":0.99998075},"labels":[],"label_agreement":null},{"id":"W7046370939","doi":"","title":"Copper copies: 5 objects from the Horniman Museum re-created in 3D printed copper","year":2023,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Exhibition; 3d printed; Art gallery; National museum; Museology","score_opus":0.01522626118201689,"score_gpt":0.2257330643377717,"score_spread":0.21050680315575482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046370939","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06258978,0.00003763823,0.00008387447,0.0009957682,0.0002243756,0.001445182,0.00067952136,0.00024921427,0.93369466],"genre_scores_gemma":[0.25316358,0.00008327076,0.00032071405,0.000036970774,0.00014649465,0.000008421547,0.000283157,0.00028447717,0.74567294],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804735,0.00015772421,0.00022882399,0.0006366472,0.0004981162,0.00043136382],"domain_scores_gemma":[0.99841684,0.00022508128,0.0002735866,0.0008781953,0.00007972027,0.00012657838],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024146165,0.00033677393,0.0005209491,0.00031838595,0.00012207573,0.000032615408,0.0009059688,0.00021207643,0.47943586],"category_scores_gemma":[0.000024403007,0.00033257625,0.00018671642,0.00044915546,0.0003225097,0.000022899698,0.0007934452,0.0005786023,0.0024776093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017259413,0.00035744184,0.132682,0.000084577114,0.00068277493,0.000058161146,0.01029303,0.000008967046,0.00035114776,0.00036548925,0.83251584,0.022427969],"study_design_scores_gemma":[0.0032237435,0.0000707756,0.09175997,0.0009974436,0.00010881175,1.7281853e-7,0.03653879,0.0003301398,0.00009683097,0.000100992984,0.86605453,0.0007178072],"about_ca_topic_score_codex":0.11325958,"about_ca_topic_score_gemma":0.029941538,"teacher_disagreement_score":0.47695825,"about_ca_system_score_codex":0.00003781456,"about_ca_system_score_gemma":0.00017751273,"threshold_uncertainty_score":0.9999126},"labels":[],"label_agreement":null},{"id":"W7046383803","doi":"","title":"Daratumumab (with bortezomib and dexamethasone) for treating relapsed, refractory multiple myeloma","year":2018,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Institute of Health Economics","funders":"","keywords":"Daratumumab; Bortezomib; Multiple myeloma; Refractory (planetary science); Proteasome inhibitor; Clinical trial","score_opus":0.01306080485284171,"score_gpt":0.2150336741051973,"score_spread":0.20197286925235558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046383803","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14886564,0.000048545007,0.0077075497,0.0001421014,0.00009242345,0.0018372939,0.00053154066,0.000056019046,0.84071887],"genre_scores_gemma":[0.06227502,0.00001548442,0.008822392,0.000007921609,0.00018443547,0.000007488809,0.00032976505,0.00005366052,0.92830384],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983236,0.000052652063,0.00021537996,0.0006738595,0.00037290162,0.00036159594],"domain_scores_gemma":[0.99813086,0.0003827404,0.00042750192,0.00057481485,0.00029639158,0.00018771458],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029348407,0.00033774754,0.0005379611,0.00022621872,0.00037339938,0.000033732653,0.00039808688,0.00019590606,0.050078504],"category_scores_gemma":[0.000023347548,0.00037336646,0.00018010967,0.00008471843,0.00047237123,0.000053618583,0.00039379642,0.00038863556,0.00008157492],"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":[0.003070572,0.00066216715,0.04302003,0.0010755504,0.0017728116,0.000049696842,0.009829312,0.0000042182282,0.0015714435,0.0065531633,0.094228856,0.8381622],"study_design_scores_gemma":[0.008457912,0.00096453214,0.0095458655,0.0006821224,0.00035121592,0.0000023060318,0.008224445,0.00091906945,0.00036944463,0.0009314123,0.96855474,0.0009969482],"about_ca_topic_score_codex":0.0010793553,"about_ca_topic_score_gemma":0.00041524897,"teacher_disagreement_score":0.8743259,"about_ca_system_score_codex":0.00004537826,"about_ca_system_score_gemma":0.00037042814,"threshold_uncertainty_score":0.99987185},"labels":[],"label_agreement":null},{"id":"W7047734882","doi":"","title":"'The immortal Wolfe'?: monuments, memory, and the Battle of Quebec","year":2012,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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; Diafiltration; Liquation; Emperipolesis; Durvalumab; Triacetin","score_opus":0.005168841705336973,"score_gpt":0.19092298695084345,"score_spread":0.18575414524550649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047734882","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020465704,0.0003198236,0.0003207439,0.0008576489,0.00024784068,0.0007771882,0.0001178863,0.00001974379,0.9768734],"genre_scores_gemma":[0.079946145,0.000052234616,0.000105346575,0.000003085104,0.000085218126,0.0000021569601,0.000020425618,0.00004103857,0.9197444],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989932,0.00009185674,0.00014044468,0.0002116794,0.0003284806,0.00023431504],"domain_scores_gemma":[0.99884146,0.00019294463,0.00031446578,0.00052064186,0.000047064394,0.00008344078],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003199347,0.00016633284,0.00030314826,0.00008907138,0.0001535448,0.000016972717,0.00052290945,0.000075321135,0.29803643],"category_scores_gemma":[0.000008774881,0.00012637362,0.00014986433,0.0000888739,0.00073175674,0.000015496968,0.0005634705,0.00021521053,0.00014064494],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033032265,0.0003265302,0.021764712,0.00021301516,0.0012712074,0.0000034379532,0.0055695395,0.00000139584,0.00016755967,0.019442694,0.33092406,0.6199855],"study_design_scores_gemma":[0.0024292155,0.000019637826,0.007323301,0.00008813675,0.00012807819,2.8212415e-7,0.013322611,0.000096527154,0.00008747516,0.00011831585,0.97615945,0.00022697097],"about_ca_topic_score_codex":0.10011706,"about_ca_topic_score_gemma":0.00547374,"teacher_disagreement_score":0.6452354,"about_ca_system_score_codex":0.000008236771,"about_ca_system_score_gemma":0.00006899104,"threshold_uncertainty_score":0.9058753},"labels":[],"label_agreement":null},{"id":"W7047739636","doi":"","title":"Integrated Ocean Drilling Program Expedition 342 Preliminary Report. Paleogene Newfoundland Sediment Drifts, 1 June–30 July 2012","year":2012,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","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":"Paleogene; Sedimentary rock; Deposition (geology); Deep sea; Drilling; Sediment; Carbonate compensation depth; Ocean current; Water mass; Foraminifera","score_opus":0.014854416942471471,"score_gpt":0.22841505926834607,"score_spread":0.2135606423258746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047739636","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032431006,0.00032224364,0.004174806,0.00047871104,0.001160965,0.0038175476,0.00047630593,0.00026431365,0.9568741],"genre_scores_gemma":[0.02605737,0.000048772185,0.002073507,0.000010355139,0.0006817541,0.00001163808,0.0035545141,0.000067833906,0.96749425],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99693155,0.0001094296,0.0005313212,0.00082982396,0.00091746065,0.0006804363],"domain_scores_gemma":[0.9972349,0.000097291755,0.0008589362,0.00094848673,0.00043742612,0.00042299612],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00051730353,0.0005539267,0.0006964729,0.00038394093,0.00033585698,0.00006026056,0.00064847164,0.0003513926,0.2822418],"category_scores_gemma":[0.000010451197,0.00065596105,0.00042451834,0.00018082521,0.00033964528,0.00014106037,0.00067451474,0.00085034396,0.0009216177],"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":[0.0006912376,0.0024193805,0.017399602,0.00069925,0.0015341699,0.00037454948,0.005932525,0.00004400794,0.0003259062,0.0010419756,0.5033843,0.4661531],"study_design_scores_gemma":[0.0012124886,0.00022935972,0.0032035678,0.00040169293,0.000282564,0.0000073411456,0.0022428036,0.0002796217,0.00007781346,0.00022563682,0.9911636,0.00067351083],"about_ca_topic_score_codex":0.0011024581,"about_ca_topic_score_gemma":0.00009606525,"teacher_disagreement_score":0.4877793,"about_ca_system_score_codex":0.00012819395,"about_ca_system_score_gemma":0.00061915925,"threshold_uncertainty_score":0.9998563},"labels":[],"label_agreement":null},{"id":"W7047826203","doi":"","title":"The impact of economic uncertainty on the financial markets: evidence from interest rates, exchange rates and cryptocurrency","year":2023,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Photocathodes and Microchannel Plates","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":"Financial market; Investment (military); Interest rate; Economic risk; Risk aversion (psychology); Financial risk; Economic model; Economic impact analysis","score_opus":0.030051666774183763,"score_gpt":0.2575316674213849,"score_spread":0.22748000064720114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047826203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974838,0.00078319287,0.00003724296,0.000026098603,0.0004508788,0.0004716651,0.00033284584,0.000050913855,0.00036337943],"genre_scores_gemma":[0.9952371,0.0036944007,0.000022385717,0.0000019072645,0.000047569276,0.0000048267348,0.00018645311,0.00003204906,0.00077331555],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991025,0.00006239277,0.00020821045,0.00029555964,0.00009354689,0.00023784213],"domain_scores_gemma":[0.99853146,0.00075478613,0.00022710318,0.0003665197,0.000058185346,0.0000619345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003150861,0.000285795,0.00036780676,0.000111969,0.00019792916,0.000035394474,0.00055628386,0.00020296183,0.00054459774],"category_scores_gemma":[0.000097270204,0.00022527314,0.00022101832,0.00010653039,0.00013429539,0.000113356386,0.00010819177,0.0003598411,0.00010406431],"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":[0.014013627,0.0006175152,0.026154343,0.0060466435,0.008369797,0.00015414545,0.47962236,0.03821977,0.13825217,0.0023945433,0.08782455,0.19833055],"study_design_scores_gemma":[0.003114,0.00076360593,0.7329787,0.011144395,0.0006032068,0.0000054723723,0.13020833,0.06827217,0.03677064,0.010666869,0.002469513,0.003003096],"about_ca_topic_score_codex":0.004929869,"about_ca_topic_score_gemma":0.00703977,"teacher_disagreement_score":0.70682436,"about_ca_system_score_codex":0.00013934089,"about_ca_system_score_gemma":0.000092481314,"threshold_uncertainty_score":0.9186372},"labels":[],"label_agreement":null},{"id":"W7047885367","doi":"","title":"Hydrogeological techniques for the in-situ characterisation of saturated landfilled waste in relation to contaminant flushing","year":2020,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Atomic and Subatomic Physics 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":"Leachate; Dispose pattern; Flushing; Incineration; Bioreactor landfill; Hazardous waste; Waste disposal; Municipal solid waste; Inert waste","score_opus":0.01731245597891377,"score_gpt":0.25412822494801784,"score_spread":0.23681576896910408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047885367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869724,0.0000059008607,0.009171029,0.00013615012,0.00004600606,0.0010081361,0.000040496936,0.000011465093,0.0026084485],"genre_scores_gemma":[0.9986255,0.000007730201,0.00021344863,0.000005259108,0.000030378613,0.000009400189,0.0005907041,0.000011684827,0.00050590344],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990755,0.00006460144,0.00024619786,0.000273597,0.0001701689,0.0001699402],"domain_scores_gemma":[0.99926174,0.00014118322,0.00028238096,0.00016581969,0.000105217965,0.000043674823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026930237,0.00014449088,0.00039780652,0.0001621656,0.00007095227,0.0000087559365,0.00029908738,0.00013775605,0.00010156028],"category_scores_gemma":[0.000019944664,0.00013839302,0.00013141357,0.0002503679,0.000041978103,0.000105510466,0.00007872459,0.0003319061,0.00001199093],"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":[0.006365739,0.000660696,0.19706695,0.0006264341,0.0005731306,0.000016632563,0.15652254,0.00027859025,0.36478698,0.020079466,0.00020002833,0.25282282],"study_design_scores_gemma":[0.005331479,0.00025444437,0.5494593,0.0014848944,0.00018121119,3.909366e-7,0.1946264,0.0476842,0.19084235,0.007541009,0.0014433927,0.0011509476],"about_ca_topic_score_codex":0.00092437514,"about_ca_topic_score_gemma":0.0002220127,"teacher_disagreement_score":0.35239232,"about_ca_system_score_codex":0.000083861385,"about_ca_system_score_gemma":0.0001341774,"threshold_uncertainty_score":0.56435037},"labels":[],"label_agreement":null},{"id":"W7048272122","doi":"","title":"Instructor’s resource manual. For S. A. Rathus, J. S. Nevid, L. Fichner-Rathus, &amp;amp; A. McKay, Human sexuality in a world of diversity (6th Canadian ed.).","year":2019,"lang":"ceb","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","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":"Diversity (politics); Human sexuality; Resource (disambiguation); Human resources; Government (linguistics)","score_opus":0.035546117187194436,"score_gpt":0.2810533577264935,"score_spread":0.24550724053929904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048272122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9182706,0.00007315963,0.011290669,0.0005049685,0.00038835415,0.005135619,0.010387162,0.000055733435,0.053893764],"genre_scores_gemma":[0.77770364,0.000010683148,0.0015498088,0.000023864186,0.00033954158,0.000004737554,0.0026671193,0.000079167345,0.21762143],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99424094,0.00042402023,0.00091328577,0.0017301164,0.0010381202,0.0016535195],"domain_scores_gemma":[0.99488646,0.0004221986,0.0013322167,0.0018192076,0.00052853575,0.0010114005],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010556797,0.0010175358,0.0021338235,0.0012758629,0.0011415436,0.00007363161,0.0024630688,0.0005889612,0.0046024807],"category_scores_gemma":[0.00004325671,0.001366618,0.001118241,0.00067001674,0.0013942472,0.0004889484,0.0027309034,0.0019453345,0.00084897527],"study_design_candidate":"not_applicable","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":[0.0040133307,0.004321678,0.7138548,0.00368684,0.004426582,0.00006800073,0.059230074,0.0012557231,0.0012146153,0.04095212,0.10355953,0.06341674],"study_design_scores_gemma":[0.010292961,0.0004930809,0.10734564,0.0021538597,0.00070688984,0.0000012777675,0.022283291,0.00016753435,0.00041209,0.0023704935,0.8505994,0.0031734447],"about_ca_topic_score_codex":0.1563784,"about_ca_topic_score_gemma":0.12844735,"teacher_disagreement_score":0.7470399,"about_ca_system_score_codex":0.0011867568,"about_ca_system_score_gemma":0.002620651,"threshold_uncertainty_score":0.99992895},"labels":[],"label_agreement":null},{"id":"W7048353131","doi":"","title":"Investigating coupled deviations of oxygen and carbon dioxide in the surface ocean","year":2025,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Pulsed Power Technology Applications","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":"Carbon dioxide; Carbon dioxide in Earth's atmosphere; Sink (geography); Biogeochemical cycle; Ocean chemistry; Carbon sink; Carbon cycle; Atmosphere (unit); Oxygen; Ocean observations","score_opus":0.006452141562899856,"score_gpt":0.18615334896459473,"score_spread":0.17970120740169487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048353131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77393425,0.00038471908,0.0027544429,0.0003260898,0.00006358815,0.0007493585,0.00015533641,0.00034918264,0.22128303],"genre_scores_gemma":[0.9851,0.00013843265,0.0023829064,0.000010246097,0.000006511147,9.121946e-7,0.000025775782,0.000056531928,0.012278688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99941844,0.000028136148,0.00012964934,0.00018700685,0.00010704652,0.00012974997],"domain_scores_gemma":[0.99933237,0.000074013835,0.000118180644,0.0004265016,0.000022578126,0.000026372993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014761096,0.00014241597,0.00026458804,0.00025652474,0.000036235073,0.0000026592174,0.0004360203,0.00027128452,0.0001517084],"category_scores_gemma":[0.000029647237,0.00016881397,0.000041627864,0.00036326787,0.00024474037,0.000022443055,0.00011965028,0.00029901392,0.0000075828093],"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":[0.000043760014,0.0007734705,0.67951417,0.0069286334,0.0036669774,0.00006598472,0.083822615,0.020603005,0.044178188,0.08171524,0.073970765,0.0047171772],"study_design_scores_gemma":[0.008097298,0.0001266146,0.64856243,0.0062284977,0.0013980517,0.000021932818,0.06962724,0.09857401,0.0063654357,0.020318178,0.13639048,0.0042898],"about_ca_topic_score_codex":0.0016365513,"about_ca_topic_score_gemma":0.00088176545,"teacher_disagreement_score":0.21116576,"about_ca_system_score_codex":0.000039546045,"about_ca_system_score_gemma":0.000042360745,"threshold_uncertainty_score":0.6884034},"labels":[],"label_agreement":null},{"id":"W7050138709","doi":"","title":"Blanc de Blanc.","year":2005,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials 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":"Exhibition; Clothing; Textile; Handicraft; The arts","score_opus":0.007515304029762478,"score_gpt":0.22364965494302796,"score_spread":0.2161343509132655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7050138709","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033705477,0.00024430256,0.009257201,0.00022954633,0.00019931208,0.00046647908,0.00016180075,0.0011341083,0.95460176],"genre_scores_gemma":[0.028530125,0.0004237504,0.03506812,0.000119813354,0.00029356143,0.0000014971313,0.000033991982,0.00024104031,0.9352881],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985073,0.000069745365,0.00013613373,0.000505245,0.00029396068,0.00048759396],"domain_scores_gemma":[0.9988786,0.000018617002,0.00032205234,0.0006025047,0.000035534777,0.00014270423],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000263783,0.00028203646,0.00047492635,0.00027284454,0.00009252186,0.000020581585,0.0008019017,0.00040067796,0.09106606],"category_scores_gemma":[0.00001143212,0.00034610427,0.00016506959,0.0001268718,0.00028467985,0.00007505804,0.0002209463,0.00027667513,0.0022468104],"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":[0.0001705058,0.0004015984,0.002373487,0.0003095492,0.00015735885,0.000107163316,0.0031110484,0.0000046192845,0.29470634,0.0062097423,0.6877253,0.0047232937],"study_design_scores_gemma":[0.0006356625,0.000108981236,0.0009241894,0.00029157975,0.000072507944,0.000011104583,0.0005293847,0.000024176084,0.0782922,0.00048276587,0.91800153,0.00062592025],"about_ca_topic_score_codex":0.0020137888,"about_ca_topic_score_gemma":0.0010419704,"teacher_disagreement_score":0.23027623,"about_ca_system_score_codex":0.00016348428,"about_ca_system_score_gemma":0.00015088332,"threshold_uncertainty_score":0.9998991},"labels":[],"label_agreement":null},{"id":"W7052834587","doi":"","title":"SN 2023emq: a probable flash-ionised Ibn supernova","year":2023,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","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":"Science and Technology Facilities Council; Stockholms Universitet; Turun Yliopisto; Universitetet i Oslo; National Aeronautics and Space Administration; Queen's University Belfast; Queen's University; Aarhus Universitet; European Commission; Nuclear Safety and Security Commission; Space Telescope Science Institute; Háskóli Íslands","keywords":"Supernova; Ejecta; Light curve; Emission spectrum; Spectroscopy; Pair-instability supernova","score_opus":0.014991407829680732,"score_gpt":0.22580363233244857,"score_spread":0.21081222450276785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052834587","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013095972,0.000028821663,0.009894369,0.00013558994,0.00030403727,0.00086035935,0.0005782529,0.000479375,0.9746232],"genre_scores_gemma":[0.074469745,0.000033580473,0.00043198868,0.000006361226,0.00024201609,0.0000034518266,0.0001474471,0.00047217566,0.92419326],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981664,0.00006128463,0.00017645075,0.0006267542,0.000447377,0.0005217299],"domain_scores_gemma":[0.9987402,0.000053166223,0.0002409129,0.00068843376,0.00008086087,0.00019642904],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018148926,0.0003436233,0.0006141219,0.0003012994,0.00017200365,0.000027390288,0.0007902205,0.00022733687,0.029085845],"category_scores_gemma":[0.000005164422,0.00042123868,0.00035732277,0.0003864254,0.0003012961,0.0001080298,0.00053945184,0.0004845924,0.009838983],"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":[0.00015421545,0.00064365356,0.043906864,0.0003794715,0.002219533,0.000077500554,0.0052960133,0.000042242176,0.00050275924,0.029776277,0.8584338,0.058567688],"study_design_scores_gemma":[0.0036511517,0.00004010253,0.0012685878,0.00076835795,0.00018649371,0.0000011329006,0.011262381,0.002321792,0.0004536727,0.009916956,0.9686213,0.0015080378],"about_ca_topic_score_codex":0.0057701846,"about_ca_topic_score_gemma":0.00034433528,"teacher_disagreement_score":0.11018755,"about_ca_system_score_codex":0.00011462277,"about_ca_system_score_gemma":0.00039921346,"threshold_uncertainty_score":0.9998239},"labels":[],"label_agreement":null},{"id":"W7053141851","doi":"","title":"4th Session of CCl/CLIVAR/JCOMM Expert Team on Climate Change Detection and Indices (ETCCDI). Pacific Climate Impacts Consortium, University of Victoria, Victoria, Canada, 23-25 Feb 2011","year":2011,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Plasma Diagnostics and Applications","field":"Engineering","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; Diafiltration; Liquation; Triacetin; Durvalumab; Emperipolesis","score_opus":0.012370055695535813,"score_gpt":0.1795779858662947,"score_spread":0.16720793017075888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053141851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8981553,0.0002247844,0.00024172457,0.00004322868,0.00090763206,0.0010374043,0.003342203,0.0001618414,0.09588593],"genre_scores_gemma":[0.9924385,0.004900976,0.0002797977,0.0000070822452,0.000081235616,0.0000012382917,0.00017951627,0.000053525935,0.0020581142],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838877,0.000048569804,0.00030926854,0.0004636264,0.00037657368,0.00041318635],"domain_scores_gemma":[0.9981554,0.00019327908,0.00063021627,0.00057805254,0.00017685725,0.0002661932],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020280779,0.0004096329,0.0007295999,0.00036176533,0.0002623654,0.0000101376345,0.0004693345,0.0006019652,0.00038904825],"category_scores_gemma":[0.000013498088,0.00053813565,0.00015632059,0.0001434234,0.00025442647,0.00019152543,0.00032083882,0.0005417885,0.00006470842],"study_design_candidate":"not_applicable","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":[0.008709236,0.0068553947,0.18132581,0.03679342,0.012273144,0.0014069688,0.37381148,0.002251391,0.10865879,0.045899548,0.12208219,0.099932626],"study_design_scores_gemma":[0.011344788,0.0013960915,0.3070425,0.009421969,0.0021493447,0.000053941258,0.04726841,0.004011916,0.039627112,0.0017183435,0.5693979,0.006567669],"about_ca_topic_score_codex":0.04994935,"about_ca_topic_score_gemma":0.072274625,"teacher_disagreement_score":0.44731572,"about_ca_system_score_codex":0.00037084272,"about_ca_system_score_gemma":0.00020988812,"threshold_uncertainty_score":0.99970704},"labels":[],"label_agreement":null},{"id":"W7053455541","doi":"","title":"From uncertainty to policy a guide to migration scenarios","year":2024,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Electrostatic Discharge in Electronics","field":"Engineering","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":"Research Executive Agency; University of Southampton; Universitetet i Oslo; European Commission; Goddard Space Flight Center; Nederlands Interdisciplinair Demografisch Instituut; International Institute for Applied Systems Analysis; Institut national de la recherche scientifique","keywords":"Blueprint; Process (computing); Population; Resource (disambiguation); Scenario planning; State (computer science)","score_opus":0.004983239090109084,"score_gpt":0.2216991434257837,"score_spread":0.21671590433567461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053455541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9158793,0.00006894315,0.07625174,0.0025477144,0.00019624035,0.0003484656,0.00012414408,0.0004389071,0.0041445345],"genre_scores_gemma":[0.9893365,0.000029879198,0.007300434,0.00011492608,0.000114996175,0.0000019928918,0.000043203436,0.000036129128,0.0030219732],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989146,0.00002018735,0.00014857865,0.00031938893,0.00023061574,0.00036664677],"domain_scores_gemma":[0.99933684,0.000055999433,0.000019358577,0.0003321376,0.000058647143,0.00019701333],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013139004,0.000168171,0.00020002053,0.00044438243,0.00006353068,0.000039678183,0.00033987119,0.00008488818,0.0006458457],"category_scores_gemma":[0.000047191552,0.00021890443,0.00009571658,0.0007935683,0.000029050434,0.00015499358,0.000105804786,0.00019580915,0.0014356377],"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":[0.00023460077,0.00017309177,0.001585954,0.00043874458,0.001043485,0.00015205158,0.1781349,0.31978914,0.26612708,0.022453373,0.11589687,0.09397071],"study_design_scores_gemma":[0.0009144849,0.0002906296,0.0034022857,0.0006557517,0.00013523799,0.000008923071,0.0100748455,0.19292764,0.02102639,0.0071825203,0.7620815,0.0012997759],"about_ca_topic_score_codex":0.0052531203,"about_ca_topic_score_gemma":0.0022782758,"teacher_disagreement_score":0.6461846,"about_ca_system_score_codex":0.0004497325,"about_ca_system_score_gemma":0.00015018779,"threshold_uncertainty_score":0.99934185},"labels":[],"label_agreement":null},{"id":"W7053606488","doi":"","title":"Washable absorbent continence products, usability and acceptability: Project report from a three-country study in India, Papua New Guinea and Romania","year":2024,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Peptidase Inhibition and Analysis","field":"Medicine","cited_by":1,"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":"Usability; New guinea; Urinary incontinence; Health care; Health services; Quality (philosophy); Quality of life (healthcare); Quarter (Canadian coin); Public health","score_opus":0.015680588460765844,"score_gpt":0.2512394955405788,"score_spread":0.23555890707981295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053606488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9538438,0.00038549,0.000043847966,0.00032651168,0.000055124063,0.0019249427,0.00020825952,0.00014353982,0.04306854],"genre_scores_gemma":[0.7558673,0.00010738131,0.0022788548,0.00005184768,0.0001935694,0.000005741713,0.00023865691,0.00015591104,0.24110073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976904,0.000068797475,0.00036111247,0.0012164763,0.00042145574,0.0002418028],"domain_scores_gemma":[0.99856925,0.00003254104,0.00032357898,0.00083280617,0.000073951036,0.00016786838],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004995278,0.000332773,0.0009077292,0.00046581306,0.00004685132,0.00003387455,0.00016322592,0.0002654299,0.005417682],"category_scores_gemma":[0.00016404582,0.00035012618,0.00011256964,0.00048424484,0.00031497888,0.00010222745,0.00040289108,0.00045951453,0.00008196824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017397299,0.0006709519,0.97362727,0.00080659945,0.0004885752,0.00095520396,0.004752984,1.11647175e-7,0.00017550157,0.000015443597,0.01684252,0.0014908735],"study_design_scores_gemma":[0.002977626,0.00015806666,0.9349314,0.0016714928,0.000634249,0.00004283729,0.014594641,0.00004998216,0.000035751902,0.00024904113,0.04417284,0.0004820636],"about_ca_topic_score_codex":0.054063592,"about_ca_topic_score_gemma":0.017036583,"teacher_disagreement_score":0.19803219,"about_ca_system_score_codex":0.00010930747,"about_ca_system_score_gemma":0.00030663464,"threshold_uncertainty_score":0.9998951},"labels":[],"label_agreement":null},{"id":"W7055597973","doi":"","title":"Cohort profile: Siyakhula Cohort, rural South Africa","year":2017,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Thermal properties of materials","field":"Materials 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":"Breastfeeding; Cohort; Cohort study; Population; Life course approach; Public health; Human immunodeficiency virus (HIV); Rural area; Cohort effect; Developing country","score_opus":0.018691547453897055,"score_gpt":0.20553329059422284,"score_spread":0.18684174314032578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055597973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9756413,0.000019067285,0.00020940906,0.0001720009,0.00058807246,0.000661434,0.0001714937,0.00016952031,0.022367718],"genre_scores_gemma":[0.99009997,0.000007500835,0.0015554992,0.000015926105,0.00007779253,0.0000026349717,0.000011080063,0.000029122695,0.008200465],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9980247,0.00012823683,0.00026156794,0.00054159586,0.00052251236,0.0005214096],"domain_scores_gemma":[0.99743634,0.000029920333,0.0006494776,0.0015080094,0.00017193003,0.00020431087],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00089480734,0.00026754875,0.00053677056,0.000078166566,0.0009621536,0.00017079078,0.001888993,0.00017880675,0.022685507],"category_scores_gemma":[0.00015409061,0.00028521506,0.00016672196,0.00003770129,0.0009209709,0.00068703253,0.001216058,0.00015649165,0.006717135],"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":[0.0006383082,0.0001645052,0.22442432,0.0001351441,0.00013921711,0.000070153066,0.011675468,0.000029434263,0.7603957,0.00047938304,0.0010080067,0.0008403555],"study_design_scores_gemma":[0.0020797243,0.00012217031,0.8130547,0.00021389313,0.0001824185,0.000012384027,0.008293195,0.0000814469,0.16991827,0.00031075187,0.0047796573,0.00095142354],"about_ca_topic_score_codex":0.0011961574,"about_ca_topic_score_gemma":0.000018642118,"teacher_disagreement_score":0.59047747,"about_ca_system_score_codex":0.00008395434,"about_ca_system_score_gemma":0.00008852209,"threshold_uncertainty_score":0.99996},"labels":[],"label_agreement":null},{"id":"W7056171676","doi":"","title":"Education, knowledge and economy","year":2007,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Magnetic Field Sensors Techniques","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":"Government (linguistics); Quality (philosophy); Knowledge economy; Empirical research; Empirical evidence; Qualitative research","score_opus":0.006022122891358356,"score_gpt":0.18427362993098836,"score_spread":0.17825150703963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056171676","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053798147,0.00057074055,0.0019835373,0.000024073805,0.00017165899,0.0002849908,0.000012746088,0.00027778166,0.9912947],"genre_scores_gemma":[0.01987822,0.00043800977,0.005456668,0.000023457254,0.00011344497,6.765429e-7,0.000042689382,0.000053121137,0.9739937],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936444,0.000009837388,0.0001435509,0.00024884034,0.000069711794,0.0001636273],"domain_scores_gemma":[0.9993164,0.000049124737,0.00007643114,0.00035946036,0.000090836606,0.00010772326],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011534782,0.00020982233,0.00030664235,0.0003002583,0.00004889887,0.000009079855,0.00026246242,0.00040485084,0.0022487296],"category_scores_gemma":[0.000005526399,0.00031246402,0.00008654217,0.000047568432,0.00017558834,0.00006913899,0.00012817507,0.00033389506,0.00021961088],"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":[0.000042692023,0.00018830366,0.0010751945,0.0040460485,0.00045756777,0.000035104327,0.021088846,0.000023933222,0.0002237407,0.04941076,0.69427776,0.22913004],"study_design_scores_gemma":[0.00017027334,0.000024135752,0.00088521256,0.0002067664,0.000050655035,0.000006855123,0.00048621133,0.00013924198,0.00021578882,0.0070335935,0.9903933,0.00038796652],"about_ca_topic_score_codex":0.000068250454,"about_ca_topic_score_gemma":0.000088593544,"teacher_disagreement_score":0.29611552,"about_ca_system_score_codex":0.00012260246,"about_ca_system_score_gemma":0.00015926265,"threshold_uncertainty_score":0.99993277},"labels":[],"label_agreement":null},{"id":"W7056766844","doi":"","title":"The fundamental importance of morality to the patenting of animals under the European patent convention","year":2002,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Particle accelerators and beam dynamics","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":"Opposition (politics); Appeal; Duty; Morality; European patent office; Convention","score_opus":0.03146308315917142,"score_gpt":0.21030020088241852,"score_spread":0.1788371177232471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056766844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959946,0.00014776086,0.0002842224,0.00007781628,0.00021177642,0.00033042193,0.000054725322,0.000027782964,0.0028708528],"genre_scores_gemma":[0.9991693,0.00009305995,0.000049386093,0.0000045374763,0.000017313694,7.451729e-7,0.00003063026,0.000020122627,0.0006148967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989824,0.00010070505,0.00029621457,0.00016793305,0.0002688965,0.00018379682],"domain_scores_gemma":[0.99906564,0.000043613603,0.00033561123,0.0004023901,0.00011129278,0.000041477273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055147416,0.00015248136,0.00021987039,0.00004061409,0.00021878128,0.000018861709,0.00051681953,0.00006472714,0.00013859698],"category_scores_gemma":[0.000010425159,0.000110741894,0.00018477296,0.00018542664,0.000103256985,0.000060111124,0.00009490048,0.00019366782,0.000028578272],"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":[0.0009599625,0.0010581851,0.5934533,0.0030347581,0.004117591,0.000060051963,0.105082475,0.048415236,0.14511555,0.01552652,0.002547047,0.08062931],"study_design_scores_gemma":[0.00045048294,0.00004813402,0.9344725,0.0001907085,0.00014874854,0.0000012080959,0.052654844,0.006707651,0.0039755576,0.00020936552,0.00087765994,0.00026312517],"about_ca_topic_score_codex":0.0002976153,"about_ca_topic_score_gemma":0.0007696883,"teacher_disagreement_score":0.3410192,"about_ca_system_score_codex":0.000051832034,"about_ca_system_score_gemma":0.000012448753,"threshold_uncertainty_score":0.45159233},"labels":[],"label_agreement":null},{"id":"W7056863853","doi":"","title":"A high-resolution investigation of the eocene-oligocene climate transition: the dawn of the cenozoic icehouse world","year":2021,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Particle Detector Development and Performance","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":"Climate change; Cenozoic; Holocene climatic optimum; Global cooling; Abrupt climate change; Global warming; Period (music); Paleoclimatology; Climate state; Greenhouse gas","score_opus":0.010175991324829003,"score_gpt":0.1896980110394527,"score_spread":0.1795220197146237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056863853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977751,0.000031396397,0.00006843981,0.00019453879,0.00035274777,0.00031595046,0.00012128082,0.000010226012,0.0011303417],"genre_scores_gemma":[0.9988488,0.00001588835,0.00009973704,0.000011641346,0.000047663718,0.0000017678827,0.0001307067,0.000012608908,0.00083121174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988227,0.00011981252,0.00025725932,0.0002156383,0.0004019555,0.00018261572],"domain_scores_gemma":[0.99861795,0.000034399804,0.0006254277,0.00046121702,0.00022534635,0.000035647015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025384652,0.00017065964,0.00027152954,0.0000676477,0.00035069534,0.000011356615,0.00050887116,0.00008161611,0.0005086509],"category_scores_gemma":[0.000005195275,0.0001286797,0.0002635201,0.0005353816,0.00020841662,0.00012186299,0.000100367586,0.00028205136,0.000011114569],"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":[0.0012712268,0.00063530443,0.63074774,0.0021576753,0.0017937176,0.0000032482742,0.22082354,0.0041328217,0.10643302,0.015023708,0.0008462367,0.016131738],"study_design_scores_gemma":[0.00069979957,0.000012245201,0.8400125,0.00065072393,0.00021039942,2.6585863e-7,0.008950389,0.00047254527,0.14791895,0.00057557307,0.0002891691,0.00020743834],"about_ca_topic_score_codex":0.0009502697,"about_ca_topic_score_gemma":0.0008520929,"teacher_disagreement_score":0.21187314,"about_ca_system_score_codex":0.000042340977,"about_ca_system_score_gemma":0.0002255729,"threshold_uncertainty_score":0.5569371},"labels":[],"label_agreement":null},{"id":"W7057416717","doi":"","title":"Introducing systematic simplicity to manage decisions: How a systematic simplicity approach builds clarity about opportunity, risk and uncertainty essential to all best practice decision making","year":2021,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","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":"Simplicity; CLARITY; IBM; Best practice; Luck; Risk management; Deliverable; Portfolio","score_opus":0.020184804433112654,"score_gpt":0.2688253092308597,"score_spread":0.24864050479774702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057416717","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1298983,0.0002592521,0.7051011,0.0017518095,0.00043065622,0.017718961,0.0013037594,0.00014961239,0.14338659],"genre_scores_gemma":[0.6469183,0.00027501577,0.09220117,0.00058586453,0.00067254173,0.00017424219,0.0007240578,0.00027099194,0.2581778],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99377203,0.0009959325,0.00093356526,0.0017571315,0.0017810867,0.00076023565],"domain_scores_gemma":[0.991625,0.0027357794,0.0014539023,0.0022107095,0.001092532,0.000882068],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032448273,0.00076936145,0.002172811,0.0008421207,0.00071611296,0.00044680006,0.00151384,0.00040955705,0.0073838434],"category_scores_gemma":[0.0023601213,0.0008642911,0.0004959825,0.00058581517,0.00017894614,0.0001837027,0.0045370036,0.0013353752,0.000160817],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037907518,0.009720391,0.0052221864,0.56245357,0.015488787,0.0012796507,0.075400524,0.009673993,0.0011474317,0.03211618,0.08865102,0.1950555],"study_design_scores_gemma":[0.012020192,0.002111224,0.006001321,0.44437343,0.020810505,0.00020058248,0.34606683,0.05507573,0.00009124271,0.011656763,0.090030946,0.011561229],"about_ca_topic_score_codex":0.0047080335,"about_ca_topic_score_gemma":0.00069006317,"teacher_disagreement_score":0.6128999,"about_ca_system_score_codex":0.00027248418,"about_ca_system_score_gemma":0.0005300091,"threshold_uncertainty_score":0.99938077},"labels":[],"label_agreement":null},{"id":"W7057466026","doi":"","title":"Intercultural communicative competence in a university language centre in Mexico: Teachers' and students' perceptions and practices","year":2019,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","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":"English as a lingua franca; Intercultural communication; Communicative competence; Intercultural competence; Intercultural relations; Curriculum; Internationalization; Lingua franca; Perception; Higher education","score_opus":0.010232341657310521,"score_gpt":0.28338713496643425,"score_spread":0.27315479330912373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057466026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741518,0.000031563493,0.000009366808,0.0002199584,0.000020346717,0.00049895985,0.000055982742,0.0000071964932,0.02500482],"genre_scores_gemma":[0.97881985,0.00007541542,0.0002161273,0.000003032918,0.0000036358372,3.2962987e-7,0.00021448091,0.0000054894213,0.020661643],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9989952,0.00019589976,0.00011573441,0.00032286198,0.00020669396,0.00016365132],"domain_scores_gemma":[0.99920225,0.00011790936,0.00029025992,0.00025697888,0.00006580622,0.000066815766],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020043628,0.00015260451,0.00027967826,0.00023437313,0.00009124465,0.000026998241,0.00045825372,0.00008964343,0.015106289],"category_scores_gemma":[0.000013435774,0.00018906892,0.000049354323,0.00016399787,0.00013644718,0.00009514928,0.00045626864,0.0005311601,0.000030084553],"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":[0.000118648626,0.00022217666,0.78955954,0.00006937308,0.000056040164,0.000009503852,0.19725251,0.0000010147974,0.00063305534,0.00025268708,0.00004482351,0.011780622],"study_design_scores_gemma":[0.0007490123,0.000015457592,0.4792396,0.00015313643,0.000018380393,1.3103819e-7,0.51917315,0.000101738275,0.000009187613,0.000006536768,0.00043174255,0.00010188278],"about_ca_topic_score_codex":0.026657354,"about_ca_topic_score_gemma":0.024376007,"teacher_disagreement_score":0.32192066,"about_ca_system_score_codex":0.00003591489,"about_ca_system_score_gemma":0.000066240165,"threshold_uncertainty_score":0.99342656},"labels":[],"label_agreement":null},{"id":"W7057721309","doi":"","title":"Late Quaternary sedimentation in Saanich Inlet, British Columbia, Canada - Ocean Drilling Program Leg 169S. Special issue","year":2001,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","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; Diafiltration; Liquation; Dysgeusia; Emperipolesis; Triacetin; Durvalumab","score_opus":0.008221016642987286,"score_gpt":0.19955784249271924,"score_spread":0.19133682584973194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057721309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99296427,0.000011866772,0.00019647325,0.00012526513,0.00037559588,0.00038964546,0.000030244333,0.00007404862,0.005832612],"genre_scores_gemma":[0.9931912,0.0000273087,0.00074744865,0.00007810432,0.00021126575,7.0025715e-7,0.00003468677,0.000012076008,0.005697241],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858356,0.000073541116,0.0002432422,0.00037468944,0.00038094682,0.00034400547],"domain_scores_gemma":[0.99936813,0.000032067277,0.00018684672,0.00019226351,0.00008629077,0.00013440024],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025771695,0.00010910523,0.0002423939,0.00008063283,0.00021858852,0.00009837654,0.0003117031,0.000079235484,0.010320071],"category_scores_gemma":[0.000021946773,0.00019963199,0.000046930574,0.0003706237,0.00009316406,0.00032633758,0.00011222387,0.00013850316,0.00014243378],"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":[0.00018535338,0.0004479308,0.9403969,0.00007138607,0.00004075026,0.00076305395,0.00942108,0.0007185685,0.009303237,0.000048268455,0.007575304,0.03102817],"study_design_scores_gemma":[0.0049753943,0.00023153923,0.84298176,0.00022623828,0.000048206755,0.000042689167,0.010139373,0.0046859863,0.0020648465,0.001100207,0.13243504,0.0010687539],"about_ca_topic_score_codex":0.8598645,"about_ca_topic_score_gemma":0.91166806,"teacher_disagreement_score":0.12485973,"about_ca_system_score_codex":0.00030657876,"about_ca_system_score_gemma":0.00024843885,"threshold_uncertainty_score":0.9905846},"labels":[],"label_agreement":null},{"id":"W7058208051","doi":"","title":"Media, migration and the music aesthetic : Julius Burger's radio potpourri (1933-1945).","year":2023,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","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":"Potpourri; Autograph; Variety (cybernetics); Power (physics); Opera; CONTEST; Movie theater; Institution; Nazism; Invocation","score_opus":0.011298426304785239,"score_gpt":0.2090349512678527,"score_spread":0.19773652496306748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058208051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9571624,0.000060573868,0.00012682943,0.0013703158,0.00039130694,0.00087934383,0.00006645632,0.00005167505,0.039891124],"genre_scores_gemma":[0.88191885,0.0001207828,0.00012716264,0.000014277505,0.000119050994,0.000010348803,0.0009150036,0.000039957085,0.11673455],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99831575,0.00014321537,0.0002377902,0.00045966008,0.0005491586,0.00029441464],"domain_scores_gemma":[0.9986688,0.00022063847,0.0003286737,0.00047129922,0.0001758175,0.00013477221],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047754758,0.0002637385,0.00045534494,0.00027761987,0.00032558406,0.00004965381,0.0004842149,0.00014148468,0.06265382],"category_scores_gemma":[0.000025702386,0.00025882438,0.00025210183,0.0003027389,0.00028752143,0.000037288137,0.00018788308,0.00043520716,0.00042258383],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011664485,0.00032745913,0.015086236,0.00040799598,0.0005542239,0.00004641559,0.10650141,0.00001762116,0.00082039303,0.0110655995,0.02413187,0.8398743],"study_design_scores_gemma":[0.014724567,0.00019913369,0.37187248,0.001014907,0.0011255261,0.0000057118386,0.44268918,0.0042624073,0.000637785,0.0094565,0.15186305,0.002148734],"about_ca_topic_score_codex":0.015634052,"about_ca_topic_score_gemma":0.005123658,"teacher_disagreement_score":0.8377256,"about_ca_system_score_codex":0.000014809373,"about_ca_system_score_gemma":0.00017333051,"threshold_uncertainty_score":0.9999864},"labels":[],"label_agreement":null},{"id":"W7058311315","doi":"","title":"A mixed-effect statistical model for before-after speed studies","year":2013,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","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":"Nucleofection; Point (geometry); Windage; Noise (video); Filter (signal processing); Process (computing)","score_opus":0.024445152295681668,"score_gpt":0.2579569179417751,"score_spread":0.23351176564609344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058311315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9225357,0.0000069440284,0.06840365,0.0004618719,0.00004757385,0.0010833369,0.00014174878,0.000020197738,0.0072989413],"genre_scores_gemma":[0.976014,0.0000012736326,0.0062146466,0.00001118059,0.000027753878,0.000012833746,0.000025756206,0.000009031754,0.01768348],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990423,0.00004011727,0.00012640795,0.00028100747,0.00022757058,0.0002826332],"domain_scores_gemma":[0.99920326,0.00014838936,0.00007141714,0.00025699052,0.00019848041,0.000121442055],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018736094,0.00013918968,0.0002706702,0.0000859324,0.00012010128,0.000017659046,0.00022702682,0.000035735313,0.09253672],"category_scores_gemma":[0.000019673402,0.00014302976,0.00012884157,0.000074680014,0.00020565014,0.00004796832,0.0003057538,0.00010964,0.00039006298],"study_design_candidate":"design_other","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":[0.00073961896,0.00072993926,0.13719365,0.00062494725,0.0011086281,0.000011964789,0.017132523,0.00022068755,0.0032974642,0.02736225,0.03993151,0.7716468],"study_design_scores_gemma":[0.011025317,0.0012888003,0.23075677,0.00022696012,0.00040211936,8.755843e-7,0.045218695,0.662884,0.0021238094,0.032760486,0.012013977,0.0012981704],"about_ca_topic_score_codex":0.0010773515,"about_ca_topic_score_gemma":0.00010457461,"teacher_disagreement_score":0.77034867,"about_ca_system_score_codex":0.000012768231,"about_ca_system_score_gemma":0.00004609235,"threshold_uncertainty_score":0.90829283},"labels":[],"label_agreement":null},{"id":"W7058436804","doi":"","title":"New insights into submarine channel evolution revealed by repeat seafloor mapping","year":2021,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Magnetic Field Sensors Techniques","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":"Channel (broadcasting); Submarine pipeline; Sinkhole; Submarine","score_opus":0.005428657054885235,"score_gpt":0.17520625614919708,"score_spread":0.16977759909431184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058436804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9108551,0.0012126997,0.035688784,0.00009301002,0.00082422834,0.0007356064,0.000021248234,0.00090244325,0.04966684],"genre_scores_gemma":[0.8889254,0.00090339367,0.0116089545,0.0000135269665,0.00012636595,0.0000029933897,0.0013575937,0.00010303673,0.096958786],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984594,0.000052081523,0.00029973837,0.00053377356,0.00035795537,0.00029703754],"domain_scores_gemma":[0.99877477,0.000039479142,0.00019189967,0.0006342349,0.00018157228,0.00017801963],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010828757,0.00037525565,0.00057614996,0.00035387362,0.00013066926,0.000021733771,0.0004568924,0.00066261436,0.0023718446],"category_scores_gemma":[0.000043776556,0.00054468866,0.00022436227,0.0003409983,0.000040394913,0.00015851839,0.00012014378,0.0005804945,0.00009942555],"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":[0.000783316,0.00053396844,0.0029007886,0.015546682,0.0024421557,0.0007075805,0.3287949,0.0009926867,0.2891998,0.002738886,0.24598089,0.10937835],"study_design_scores_gemma":[0.0116058905,0.0008615226,0.17650922,0.0130328145,0.0018793626,0.00007471267,0.3460402,0.025188647,0.16118062,0.025039217,0.22492266,0.013665169],"about_ca_topic_score_codex":0.0042677848,"about_ca_topic_score_gemma":0.0018055877,"teacher_disagreement_score":0.17360844,"about_ca_system_score_codex":0.0002510761,"about_ca_system_score_gemma":0.000108693755,"threshold_uncertainty_score":0.9997005},"labels":[],"label_agreement":null},{"id":"W7061766056","doi":"","title":"The Second International Workshop on Enterprise Security","year":2015,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Particle accelerators and beam dynamics","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":"Cloud computing security; Cloud computing; Outsourcing; Security information and event management; Security service; Certified Information Security Manager; Security through obscurity; Software security assurance; Information security; Security convergence","score_opus":0.00956954955141531,"score_gpt":0.2009375102802676,"score_spread":0.1913679607288523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061766056","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07732789,0.00014581061,0.0005567825,0.00009754983,0.001219708,0.00022123066,0.0003297245,0.00031221187,0.9197891],"genre_scores_gemma":[0.3192477,0.00029060463,0.0002106103,0.000031828084,0.000216608,9.240081e-7,0.00007261107,0.00020321875,0.6797259],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992949,0.00001847189,0.00009304877,0.00018467459,0.00022945956,0.00017944037],"domain_scores_gemma":[0.9993973,0.000030191146,0.000083578125,0.00035576223,0.000038642964,0.00009456723],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000113580005,0.0001699083,0.00018402985,0.00010780065,0.000057083562,0.00002358734,0.00054042775,0.00018491336,0.0046464894],"category_scores_gemma":[0.000010313414,0.0001712779,0.000088141715,0.00008914616,0.000103445,0.000049664024,0.00014595674,0.00027708325,0.00049333216],"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":[0.000064228225,0.000090482354,0.0009773115,0.00006906936,0.0004497528,0.00003322003,0.0021111395,0.00023347267,0.00006344729,0.00049065094,0.9901785,0.0052387253],"study_design_scores_gemma":[0.00037110993,0.000008755726,0.0002513454,0.00009645669,0.000014296681,0.0000011102769,0.0010372901,0.0036086359,0.000037568014,0.00020850687,0.99417186,0.0001930683],"about_ca_topic_score_codex":0.00004597463,"about_ca_topic_score_gemma":0.00078382366,"teacher_disagreement_score":0.24191982,"about_ca_system_score_codex":0.000094092145,"about_ca_system_score_gemma":0.000023226614,"threshold_uncertainty_score":0.9962634},"labels":[],"label_agreement":null},{"id":"W7062111572","doi":"","title":"Slavery’s sojourners: the trans-Atlantic crossing of William and Ellen Craft (1850 – 1869)","year":2006,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Thermal Analysis in Power Transmission","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":"Craft; Humanity; White (mutation); Narrative; Identity (music); Banner; Chose; Underground Railroad","score_opus":0.0053049748083350695,"score_gpt":0.169673599711736,"score_spread":0.16436862490340093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062111572","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30932632,0.005136309,0.10378754,0.0005408741,0.00096179935,0.0015150459,0.00046964493,0.0011879348,0.5770745],"genre_scores_gemma":[0.8291783,0.0007337678,0.0016120587,0.000008202909,0.00008276208,4.152621e-7,0.000037887796,0.00026618785,0.16808042],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883246,0.000051788807,0.00022666427,0.00030880678,0.00031102257,0.00026927656],"domain_scores_gemma":[0.9991745,0.000045840527,0.00019409416,0.00046748138,0.000032155123,0.00008595507],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016436403,0.00031854692,0.00056137395,0.0002866237,0.00014458736,0.000028590746,0.00051025907,0.00032749362,0.0019241546],"category_scores_gemma":[0.0000037242944,0.00030408392,0.00027660638,0.00020100609,0.0007793534,0.00008234787,0.0000728013,0.00035543842,0.00003617829],"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":[0.0006581318,0.0013934341,0.07579849,0.017147835,0.01445686,0.00046331505,0.1217931,0.032948963,0.04878715,0.0007883378,0.59977084,0.08599352],"study_design_scores_gemma":[0.002547953,0.0000613816,0.013536964,0.0029034342,0.0012454038,0.000021257694,0.0052264333,0.0043442193,0.0018700643,0.00025278327,0.96657586,0.0014142194],"about_ca_topic_score_codex":0.0022492409,"about_ca_topic_score_gemma":0.0010736278,"teacher_disagreement_score":0.519852,"about_ca_system_score_codex":0.00003871182,"about_ca_system_score_gemma":0.00003189379,"threshold_uncertainty_score":0.9999411},"labels":[],"label_agreement":null},{"id":"W7062312521","doi":"","title":"Through the surface: collaborating textile artists from Britain and Japan","year":2004,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Nuclear reactor physics and engineering","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":"Nucleofection; Gestational period; TSG101; Diafiltration; Hyporeflexia; Articular cartilage damage; Fusible alloy","score_opus":0.005344594122568132,"score_gpt":0.1614485469384118,"score_spread":0.15610395281584366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062312521","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4231708,0.0012204889,0.0065184743,0.00011584491,0.0006127613,0.0007044012,0.0008333219,0.0010254201,0.56579846],"genre_scores_gemma":[0.9720381,0.0003086335,0.0032826355,0.000011297261,0.00013374198,3.7797574e-7,0.000057936493,0.00036471398,0.023802597],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993225,0.000011667057,0.00009117091,0.00022816219,0.0001497933,0.0001967193],"domain_scores_gemma":[0.9995246,0.000027207243,0.0000742205,0.0003048605,0.000018509554,0.00005060073],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004139827,0.00021880199,0.00029218785,0.00003998593,0.00007308144,0.000027483402,0.00024548435,0.00017706347,0.0011942644],"category_scores_gemma":[0.0000043394252,0.00024455227,0.00006044529,0.00015587352,0.00011345929,0.00007604777,0.00012212661,0.00026499768,0.00014362411],"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":[0.00013267089,0.0005589797,0.009026499,0.0048375893,0.007645049,0.00034339936,0.17083175,0.124500446,0.054418825,0.030295871,0.5372652,0.060143758],"study_design_scores_gemma":[0.0015861463,0.00003591961,0.005486627,0.0012597105,0.00018163133,0.000004916103,0.01208079,0.006079301,0.00051038555,0.0013835833,0.9700235,0.0013674654],"about_ca_topic_score_codex":0.0038107787,"about_ca_topic_score_gemma":0.00045562867,"teacher_disagreement_score":0.5488673,"about_ca_system_score_codex":0.00006168292,"about_ca_system_score_gemma":0.000022454446,"threshold_uncertainty_score":0.9997188},"labels":[],"label_agreement":null},{"id":"W7064699709","doi":"","title":"Common and scientific names of aquatic invertebrates from the United States and Canada: Cnidaria and Ctenophora. 2nd ed","year":2002,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Invertebrate; Cnidaria; Nomenclature; Hydrozoa; Aquatic environment; Aquatic animal","score_opus":0.009424304832887816,"score_gpt":0.17849918611952087,"score_spread":0.16907488128663306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064699709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789415,0.0003191464,0.000028700533,0.00060911605,0.000051455616,0.00046275847,0.00067214086,0.0000068356853,0.018908352],"genre_scores_gemma":[0.6426404,0.00032515102,0.00023153501,0.000037375903,0.00003745081,0.0000014676015,0.0010523691,0.000027477703,0.35564676],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99879986,0.00008361803,0.00018336123,0.0003793602,0.00036485406,0.0001889738],"domain_scores_gemma":[0.9988025,0.00032656643,0.0002587257,0.00036527688,0.00011574123,0.00013123384],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019630302,0.00020588071,0.00039329316,0.00014918782,0.00031972153,0.00006605114,0.00031204996,0.00007490591,0.027934307],"category_scores_gemma":[0.000009344396,0.00019880218,0.00003993051,0.00011055537,0.0010017938,0.000027671425,0.0005904407,0.00027309515,0.0000065076415],"study_design_candidate":"not_applicable","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":[0.00024005408,0.0003155022,0.4814695,0.00072888855,0.0017435561,0.000040105664,0.02878431,0.000012647804,0.0012949704,0.0063529117,0.3410704,0.13794713],"study_design_scores_gemma":[0.0062971567,0.00031455033,0.1881986,0.0014601983,0.00093020964,0.00000208464,0.08115676,0.026191728,0.00049875426,0.014509079,0.67870724,0.0017336295],"about_ca_topic_score_codex":0.82126343,"about_ca_topic_score_gemma":0.32205698,"teacher_disagreement_score":0.49920645,"about_ca_system_score_codex":0.00002011525,"about_ca_system_score_gemma":0.00036336188,"threshold_uncertainty_score":0.9729543},"labels":[],"label_agreement":null},{"id":"W7064700767","doi":"","title":"The case of the missing perpetrator : a cross-national investigation of child welfare policy, practice and discourse in cases where men beat mothers","year":2004,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Electrical and Electromagnetic 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":"Introspection; Discourse analysis; Notice; Welfare; Rhetoric; Child protection; Rhetorical question; Critical discourse analysis; Blame; Poison control","score_opus":0.008033050700848265,"score_gpt":0.27934944902826425,"score_spread":0.271316398327416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064700767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98598254,0.00012039289,0.000011995463,0.0032124848,0.000017508897,0.00031383196,0.00006152557,0.0000031274442,0.010276601],"genre_scores_gemma":[0.9983811,0.00002582544,0.00007347899,0.0000050972967,0.00002515371,0.0000013338572,0.000035914778,0.00001012988,0.0014420057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989968,0.000117984026,0.000187852,0.00021613295,0.00030024533,0.00018097209],"domain_scores_gemma":[0.9989536,0.00017560436,0.00037643278,0.00017830695,0.00025356322,0.000062484796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026864922,0.0001339063,0.00020106707,0.00012089901,0.0004537268,0.00002805168,0.00024178659,0.00008915193,0.00009560417],"category_scores_gemma":[0.000087411856,0.0001088038,0.000104232124,0.00034875292,0.00036170875,0.00015076631,0.0000589517,0.00034444066,0.0000010217865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038629388,0.0020508524,0.37969935,0.002675445,0.0021683485,0.0003127906,0.17634016,0.0011130685,0.012560947,0.2791876,0.0007708501,0.13925767],"study_design_scores_gemma":[0.0055954847,0.0006022064,0.5765453,0.0017979315,0.00040729163,0.0001677926,0.3542263,0.0011623271,0.017967531,0.038983215,0.0015182245,0.0010264234],"about_ca_topic_score_codex":0.021619057,"about_ca_topic_score_gemma":0.0011724823,"teacher_disagreement_score":0.24020436,"about_ca_system_score_codex":0.00007977838,"about_ca_system_score_gemma":0.00043980946,"threshold_uncertainty_score":0.98489606},"labels":[],"label_agreement":null},{"id":"W7065099534","doi":"","title":"Demographic consequences and conservation implications of intermittent breeding in the common eider and black-browed albatross","year":2024,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","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":"Office of Polar Programs; Natural Environment Research Council; Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada; Institut Polaire Français Paul Emile Victor; Division of Polar Programs; Centre National de la Recherche Scientifique; Compute Canada; National Science Foundation","keywords":"Population; Population model; Vital rates; Eider; Breed; Population size; Checklist; Small population size; Breeding pair; Conservation biology","score_opus":0.014587094683291864,"score_gpt":0.2110058808070581,"score_spread":0.19641878612376623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065099534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92315733,0.0011568994,0.0025914586,0.001613229,0.0001641937,0.0007332422,0.0002818784,0.00011267821,0.07018909],"genre_scores_gemma":[0.9978857,0.001079487,0.00017275779,0.000017272696,0.000008183173,0.0000010608416,0.000022535009,0.000035542133,0.000777431],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99951977,0.000018335226,0.0001320038,0.0001506503,0.000085574764,0.000093660536],"domain_scores_gemma":[0.9996875,0.00005774342,0.000070925875,0.00013779885,0.00001937303,0.00002668781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012425143,0.000117258314,0.00019628635,0.0002617038,0.000025089617,0.000014642865,0.00013133862,0.00012200244,0.00008549304],"category_scores_gemma":[0.000006135426,0.00012056941,0.000043760712,0.00016796857,0.00046376762,0.000055865243,0.00003555156,0.00015367556,0.000007166595],"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":[0.0000791738,0.00026764328,0.7628236,0.0073027536,0.0015245009,0.00004871468,0.07953023,0.00034609518,0.01017796,0.052403864,0.06687902,0.018616484],"study_design_scores_gemma":[0.0013520865,0.00009828814,0.9283137,0.0026415156,0.0003769632,0.000022201944,0.014845447,0.0052791177,0.00020048452,0.011445254,0.034733877,0.000691066],"about_ca_topic_score_codex":0.0011427068,"about_ca_topic_score_gemma":0.0018262317,"teacher_disagreement_score":0.16549015,"about_ca_system_score_codex":0.0000137945835,"about_ca_system_score_gemma":0.000010306197,"threshold_uncertainty_score":0.49166778},"labels":[],"label_agreement":null},{"id":"W7065380359","doi":"","title":"Disenchantment and democracy : public reason under conditions of pluralism","year":2003,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":1,"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":"Disenchantment; Public reason; Politics; Pluralism (philosophy); Democracy; Citizenship; Argument (complex analysis); Political philosophy","score_opus":0.012116895864103795,"score_gpt":0.23323161689341476,"score_spread":0.22111472102931096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065380359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96609885,0.00001125877,0.00083511503,0.00015755552,0.00027696314,0.00025530346,0.00052744313,0.000013973372,0.03182357],"genre_scores_gemma":[0.97747016,0.000037871163,0.00036389497,0.0000051797583,0.000019573954,0.0000015338115,0.001435284,0.000015788086,0.020650702],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991402,0.00003964515,0.0001861623,0.00028509274,0.00017483976,0.00017403542],"domain_scores_gemma":[0.9988941,0.00010396947,0.0004126867,0.00025753034,0.00021009351,0.00012160599],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000057822966,0.00019462238,0.00032223237,0.00017607925,0.00022524074,0.00002121633,0.00015334811,0.0001178253,0.010965265],"category_scores_gemma":[0.000012404297,0.00023590116,0.00016764029,0.00012800955,0.000107986845,0.0001892853,0.000049167687,0.00020364564,0.00011488838],"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":[0.0004080184,0.0048837545,0.20179892,0.0011244297,0.0040638545,0.00004141324,0.02480003,0.0004227101,0.0045796386,0.727609,0.016298786,0.013969453],"study_design_scores_gemma":[0.0076284287,0.00041401802,0.44075555,0.0022972089,0.0022386657,0.000010983775,0.39573473,0.000543159,0.018687839,0.08806473,0.040728778,0.0028959147],"about_ca_topic_score_codex":0.0014255111,"about_ca_topic_score_gemma":0.00020262603,"teacher_disagreement_score":0.63954425,"about_ca_system_score_codex":0.00003709265,"about_ca_system_score_gemma":0.000118970165,"threshold_uncertainty_score":0.98993886},"labels":[],"label_agreement":null},{"id":"W7067464456","doi":"","title":"Metallothioneins as biomarkers of metal pollution in estuaries on the south coast of England","year":2012,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Ethics and bioethics in healthcare","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":"Bioindicator; Estuary; Biomonitoring; Contamination; Invertebrate; Pollution; Water quality; Sediment; Water pollution","score_opus":0.052401705802522916,"score_gpt":0.2969078970190929,"score_spread":0.24450619121657002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067464456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931913,0.00019237975,0.000013453874,0.0010180288,0.00028359774,0.0006149317,0.00014668806,0.000013981814,0.004525666],"genre_scores_gemma":[0.99815106,0.00017304612,0.00019842385,0.000046726003,0.000029396248,0.0000010308487,0.000264782,0.000020497277,0.0011150268],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981651,0.0002050586,0.00038854842,0.00031068092,0.0006991977,0.00023144754],"domain_scores_gemma":[0.99794996,0.0002891051,0.0007543249,0.0004734295,0.00043017263,0.000103035745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001414841,0.0002362523,0.0007225225,0.00044872615,0.00012843622,0.0000035294802,0.0002824407,0.0007043267,0.00055447593],"category_scores_gemma":[0.00040109467,0.00020619086,0.00031477585,0.00034814663,0.0005071239,0.000060918854,0.0000813248,0.0010136893,0.000020977839],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013505294,0.002236989,0.23341884,0.010448071,0.0039183577,0.000083831794,0.5892838,0.000020098216,0.029719545,0.10842975,0.000087357046,0.00884806],"study_design_scores_gemma":[0.0031025123,0.00078526733,0.6473479,0.0028660814,0.00092792045,0.000007868445,0.32011133,0.00002766012,0.021231554,0.0025162457,0.0006360262,0.00043962357],"about_ca_topic_score_codex":0.007859734,"about_ca_topic_score_gemma":0.006465728,"teacher_disagreement_score":0.41392908,"about_ca_system_score_codex":0.00007773974,"about_ca_system_score_gemma":0.00045353797,"threshold_uncertainty_score":0.998747},"labels":[],"label_agreement":null},{"id":"W7067750246","doi":"","title":"Maimed soldiers in the Dorset quarter sessions records (blogpost)","year":2018,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Adsorption, diffusion, and thermodynamic properties of materials","field":"Chemistry","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":"Quarter (Canadian coin); Historical record; Spanish Civil War; Period (music); First world war","score_opus":0.010935699016768876,"score_gpt":0.1998498240031408,"score_spread":0.18891412498637192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067750246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966139,0.000009679005,0.00025253274,0.0003935269,0.00017360326,0.00012314082,0.000053743035,0.000055320514,0.03279945],"genre_scores_gemma":[0.99596834,0.00003304871,0.00026656128,0.00007307849,0.000091104754,0.0000011725001,0.000032419197,0.000013193899,0.0035210573],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9988795,0.000086435655,0.00018995421,0.0003140021,0.00023871296,0.00029142058],"domain_scores_gemma":[0.99905956,0.00005548185,0.00016661645,0.0005645049,0.000079847465,0.00007397488],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037158935,0.00016453578,0.00023888242,0.00008512582,0.00028679048,0.000018653414,0.00070592854,0.00016958796,0.014001675],"category_scores_gemma":[0.000034055935,0.00014202176,0.00011196569,0.00011818377,0.00045250644,0.00015807307,0.00019480119,0.00017227986,0.00045441667],"study_design_candidate":"qualitative","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":[0.0030654408,0.0019899802,0.11535189,0.00056924357,0.0004689896,0.00015524703,0.24018764,0.000022491227,0.60369724,0.0033711563,0.013477539,0.017643135],"study_design_scores_gemma":[0.015200637,0.0005971172,0.36413115,0.0016776972,0.0003977038,0.000120359706,0.44157967,0.003932297,0.05076108,0.021931076,0.096411005,0.0032601857],"about_ca_topic_score_codex":0.001327701,"about_ca_topic_score_gemma":0.00063233956,"teacher_disagreement_score":0.55293614,"about_ca_system_score_codex":0.000065804255,"about_ca_system_score_gemma":0.000056310007,"threshold_uncertainty_score":0.9868997},"labels":[],"label_agreement":null},{"id":"W7069160141","doi":"","title":"Roy","year":2000,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","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":"Broadcasting (networking); Set (abstract data type); Work (physics); Term (time); Order (exchange)","score_opus":0.020883146011639504,"score_gpt":0.2797174988021349,"score_spread":0.25883435279049544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7069160141","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004485269,0.00048734716,0.00035746602,0.00014544053,0.00051782746,0.00032839613,0.00024064876,0.0001820424,0.99325556],"genre_scores_gemma":[0.013812683,0.0002434888,0.00034454005,0.00004630932,0.00016833293,0.0000014361318,0.00008874995,0.00021178024,0.9850827],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978962,0.00024401331,0.0001917226,0.00083480217,0.00034311943,0.0004901545],"domain_scores_gemma":[0.9980987,0.00004405113,0.00030712842,0.0013192246,0.00002897007,0.00020198306],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025175067,0.00032101097,0.0006819553,0.0008145968,0.00009689938,0.000009798237,0.0010133634,0.0007699027,0.47534618],"category_scores_gemma":[0.000003681354,0.00039104067,0.00042663503,0.00040031783,0.00048765508,0.000030276406,0.00012839043,0.00058372045,0.020622687],"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":[0.00021226436,0.00032465448,0.006160556,0.000040524086,0.0008037086,0.00020378541,0.0025957492,5.5209466e-7,0.000022012011,0.00035418817,0.9563315,0.032950517],"study_design_scores_gemma":[0.0010599709,0.000053509146,0.010923584,0.00010116025,0.00011299269,0.00001369029,0.0016506148,0.0000027825897,0.0000018056562,0.00012940489,0.9855958,0.00035468678],"about_ca_topic_score_codex":0.00159087,"about_ca_topic_score_gemma":0.00029952754,"teacher_disagreement_score":0.45472348,"about_ca_system_score_codex":0.00002190123,"about_ca_system_score_gemma":0.000045220375,"threshold_uncertainty_score":0.99985415},"labels":[],"label_agreement":null},{"id":"W7069334991","doi":"","title":"Mother of Him","year":2011,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Neglect; Judaism; Living room; Popular media; Accident (philosophy)","score_opus":0.01916140933413542,"score_gpt":0.18477064753839792,"score_spread":0.1656092382042625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7069334991","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010207847,0.00010686558,0.0007629256,0.000012015736,0.00019846123,0.0005597886,0.0008571407,0.00036030335,0.98693466],"genre_scores_gemma":[0.038218502,0.00005726703,0.0046951096,0.000009112145,0.000059422222,4.0892604e-7,0.000053612635,0.0008753986,0.95603114],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981123,0.00011123713,0.00022921464,0.0006452407,0.00051556015,0.00038640227],"domain_scores_gemma":[0.99725604,0.000025953952,0.0011421848,0.0012792223,0.000120031786,0.00017656655],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002606041,0.00043287553,0.0009057536,0.0009236443,0.000051266852,0.0000040533396,0.0012021589,0.00063080236,0.23095314],"category_scores_gemma":[0.00002325763,0.00056456117,0.00043029906,0.0003501601,0.0008300891,0.00008786516,0.00050297624,0.00034086374,0.028294142],"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":[0.00055775803,0.0011893702,0.024206331,0.0010692022,0.0023183033,0.000103165316,0.017931297,0.000004978821,0.0035264357,0.005721789,0.9392854,0.0040859585],"study_design_scores_gemma":[0.0023124968,0.000095367555,0.011244078,0.0009311377,0.0003712691,0.0000054543407,0.0046436857,0.000014593727,0.001057786,0.0006355002,0.9776631,0.0010255601],"about_ca_topic_score_codex":0.009170381,"about_ca_topic_score_gemma":0.0009585617,"teacher_disagreement_score":0.202659,"about_ca_system_score_codex":0.00008950914,"about_ca_system_score_gemma":0.000121612946,"threshold_uncertainty_score":0.9996806},"labels":[],"label_agreement":null},{"id":"W7070745170","doi":"","title":"Public perception and valuation of UV health risks in low and high risk countries","year":2001,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Climate Change Communication and Perception","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":"Willingness to pay; Risk perception; Contingent valuation; Public health; Valuation (finance); Health risk; Sunbathing; Perception","score_opus":0.36968211211360547,"score_gpt":0.3667128135275446,"score_spread":0.0029692985860608756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070745170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93343216,0.00024479843,0.00040580757,0.0026182455,0.00010114817,0.0007331907,0.0002190657,0.000044808112,0.062200796],"genre_scores_gemma":[0.89110655,0.086586475,0.0003334633,0.000044024502,0.000047416404,8.963581e-7,0.00025757213,0.000013109885,0.021610495],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985404,0.00042114736,0.00022207394,0.00027339155,0.0003594553,0.00018350712],"domain_scores_gemma":[0.9986789,0.00012844491,0.00060616137,0.00026839715,0.0002037205,0.00011435935],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015598399,0.00013377683,0.00035909298,0.0003477252,0.00045263575,0.00002789008,0.00023263942,0.000307597,0.002449984],"category_scores_gemma":[0.00007316246,0.00018154549,0.000057605423,0.00014270796,0.00082794717,0.00025451515,0.00017025435,0.0002845248,0.000035116005],"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":[0.00015982984,0.00021173284,0.33595273,0.00077437836,0.0000779252,0.000002163465,0.46150747,0.0000117359505,0.000011108804,0.017642021,0.00076908455,0.1828798],"study_design_scores_gemma":[0.0010914656,0.00008280625,0.8844919,0.00058104313,0.000047081616,9.2236286e-7,0.07356295,0.0001955071,3.6678514e-7,0.009497512,0.03016099,0.00028742105],"about_ca_topic_score_codex":0.04783859,"about_ca_topic_score_gemma":0.05060166,"teacher_disagreement_score":0.5485392,"about_ca_system_score_codex":0.00041779623,"about_ca_system_score_gemma":0.00035076283,"threshold_uncertainty_score":0.9984619},"labels":[],"label_agreement":null},{"id":"W7070878932","doi":"","title":"Rescue archaeological investigations in the harbour of Sozopol","year":2021,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Marine and environmental studies","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":"Harbour; Excavation; Quarter (Canadian coin); Period (music); Maritime archaeology; Underwater; Underwater archaeology; Baltic sea","score_opus":0.021133816220499604,"score_gpt":0.17690796970837094,"score_spread":0.15577415348787133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070878932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815796,0.000045240122,0.0000754928,0.0010000773,0.000021508164,0.00006128932,0.000024446545,0.000004518539,0.017187838],"genre_scores_gemma":[0.9983915,0.00007824587,0.00100063,0.00006829222,0.00000680341,4.9795652e-8,0.000021259579,6.02489e-7,0.00043259643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994591,0.00007865526,0.000079404555,0.00012968073,0.00014688504,0.00010627496],"domain_scores_gemma":[0.9997059,0.00006909659,0.00004005774,0.0001415918,0.000010891827,0.000032439508],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016467806,0.00005148725,0.00011508447,0.00003222535,0.00009456745,0.0000025850536,0.00019645848,0.000033582623,0.005258349],"category_scores_gemma":[0.000031972464,0.000044012424,0.00005144345,0.0001526326,0.00040341893,0.000055491848,0.00008302374,0.00010068966,0.000079408994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001008072,0.000026077632,0.9928674,0.000008739503,0.00001079691,0.00002434108,0.0037639511,0.00030768375,0.000043924792,0.0003401594,0.000056178495,0.002540644],"study_design_scores_gemma":[0.00016921319,0.000021860098,0.9837141,0.000009108419,0.0000065104587,0.0000030075742,0.0119699035,0.0002989769,0.00012746578,0.001906172,0.0017260124,0.00004767383],"about_ca_topic_score_codex":0.009295222,"about_ca_topic_score_gemma":0.0141994655,"teacher_disagreement_score":0.01681193,"about_ca_system_score_codex":0.000002863864,"about_ca_system_score_gemma":0.000019062443,"threshold_uncertainty_score":0.997302},"labels":[],"label_agreement":null},{"id":"W7071103711","doi":"","title":"The quiet intracluster medium in the core of the Perseus Cluster","year":2016,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"SLAC National Accelerator Laboratory; Lawrence Livermore National Laboratory; Strong; Science and Technology Facilities Council; Canadian Space Agency; Science Mission Directorate; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Japan Aerospace Exploration Agency; Ministry of Education, Culture, Sports, Science and Technology; Centre National d’Etudes Spatiales; Japan Society for the Promotion of Science; National Aeronautics and Space Administration; European Space Agency","keywords":"QUIET; Cluster (spacecraft); Core (optical fiber); Intracluster medium; Galaxy cluster","score_opus":0.010996562883410978,"score_gpt":0.20014679051465556,"score_spread":0.1891502276312446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071103711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852914,0.0000063373877,0.0040818234,0.003200013,0.00010981085,0.00021781118,0.000050781917,0.0000040093823,0.007037973],"genre_scores_gemma":[0.9986202,0.000004912702,0.000055411823,0.000029621408,0.00003701208,8.4775905e-7,0.0000014950551,0.0000037863783,0.0012466862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932545,0.00006174914,0.00013131072,0.00010937076,0.00021995089,0.00015216407],"domain_scores_gemma":[0.9992351,0.0001379496,0.00018682875,0.0003430423,0.000077630735,0.00001947222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024843833,0.00008838367,0.00013193199,0.000022394643,0.0002837147,0.000008831651,0.000526934,0.00002326201,0.0002559707],"category_scores_gemma":[0.0000059024483,0.000041553754,0.00014191301,0.00011477417,0.00039267924,0.00010257042,0.00028443488,0.00011373135,0.000044553108],"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":[0.00042555717,0.0004868377,0.6332804,0.000050372226,0.0005923467,0.0000024073186,0.17711473,0.00012633632,0.0012449492,0.11500529,0.0111482395,0.060522538],"study_design_scores_gemma":[0.003458288,0.00008453609,0.6615025,0.00016576142,0.00008893622,0.0000010998881,0.27689418,0.0004434399,0.0007684489,0.014413268,0.041825958,0.0003535909],"about_ca_topic_score_codex":0.00025087915,"about_ca_topic_score_gemma":0.00007908555,"teacher_disagreement_score":0.100592025,"about_ca_system_score_codex":0.000015398127,"about_ca_system_score_gemma":0.000032084703,"threshold_uncertainty_score":0.28026998},"labels":[],"label_agreement":null},{"id":"W7071156363","doi":"","title":"RRS Discovery Cruise DY113, 3 February – 13 March 2020. Repeat hydrographic measurements on GO-SHIP lines SR1b and A23","year":2020,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"QR Code Applications and Technologies","field":"Computer 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":"Hydrography; Cruise; Argo; Bathymetry; Transect; Ridge; Water mass; Ocean current; Circumpolar star; Nova scotia; Water column","score_opus":0.032859735063643335,"score_gpt":0.21253677778965005,"score_spread":0.1796770427260067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071156363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4300414,0.0030939751,0.13477306,0.025096431,0.001493552,0.0073469556,0.0008266709,0.004616634,0.3927113],"genre_scores_gemma":[0.7493196,0.003226344,0.031010082,0.00048090518,0.00025536728,0.000024181776,0.00027927928,0.00014651376,0.2152577],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997251,0.00006685889,0.00028581134,0.0013146669,0.000705543,0.00037614338],"domain_scores_gemma":[0.997549,0.00010934734,0.00040739233,0.0015978809,0.0001539891,0.0001823859],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002990893,0.00045278727,0.00060830096,0.0004394397,0.00035196583,0.00013379157,0.0023053747,0.00045454185,0.00007435778],"category_scores_gemma":[0.00004411834,0.0005277837,0.00030309465,0.0005109049,0.0005501202,0.00048702746,0.002041529,0.00070890633,0.00027384044],"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":[0.0012734123,0.0022861694,0.10121113,0.0038131508,0.004791256,0.001754765,0.016113764,0.00032541,0.004126014,0.23632507,0.15981583,0.46816403],"study_design_scores_gemma":[0.010490258,0.0029307695,0.3117998,0.005004332,0.0012523435,0.00015283505,0.00591343,0.007857721,0.003315049,0.28248468,0.3588183,0.009980514],"about_ca_topic_score_codex":0.0002570083,"about_ca_topic_score_gemma":0.00012513438,"teacher_disagreement_score":0.4581835,"about_ca_system_score_codex":0.00013770265,"about_ca_system_score_gemma":0.00022150241,"threshold_uncertainty_score":0.99971735},"labels":[],"label_agreement":null},{"id":"W7071299754","doi":"","title":"Second-order perturbations of the Schwarzschild spacetime: practical, covariant, and gauge-invariant formalism","year":2024,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; European Commission","keywords":"Formalism (music); Perturbation (astronomy); Schwarzschild radius; Quadratic equation","score_opus":0.011975088248785615,"score_gpt":0.21544934371610402,"score_spread":0.2034742554673184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071299754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90961826,0.000023554403,0.067068286,0.0032984652,0.000134375,0.00030118486,0.0003148616,0.00003344532,0.0192076],"genre_scores_gemma":[0.9919327,0.0000023950486,0.0047364556,0.00002559696,0.000049993127,7.313628e-7,0.000021121663,0.000009589534,0.003221429],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993364,0.00003964264,0.00012202631,0.00020892835,0.00014429422,0.00014867878],"domain_scores_gemma":[0.99937207,0.00009910731,0.00010271204,0.0002643297,0.000090991205,0.000070806214],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000091352034,0.00011005595,0.00016586759,0.000052215943,0.0002386442,0.00002707386,0.0001639377,0.00003971207,0.0029927867],"category_scores_gemma":[0.000011718099,0.000098542325,0.00011707268,0.0002875526,0.00024543423,0.00030868888,0.00022032633,0.00022734406,0.000051380604],"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":[0.000030332123,0.00024163046,0.008853696,0.000088739274,0.00035160483,0.000003185977,0.007706145,0.00019124923,0.0030021707,0.9755007,0.0019940336,0.002036485],"study_design_scores_gemma":[0.0048238663,0.00034649286,0.545688,0.0009729239,0.0012474523,0.000009033038,0.057920165,0.05404827,0.0050855787,0.10995154,0.21812846,0.0017782171],"about_ca_topic_score_codex":0.00033981228,"about_ca_topic_score_gemma":0.000016945127,"teacher_disagreement_score":0.8655492,"about_ca_system_score_codex":0.000013894291,"about_ca_system_score_gemma":0.00012950858,"threshold_uncertainty_score":0.9979186},"labels":[],"label_agreement":null},{"id":"W7071775639","doi":"","title":"A tri-directional examination of adolescent personality, perceived parenting, and context in influencing adolescent behavioral outcomes","year":2023,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Personality Traits and Psychology","field":"Psychology","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":"Queen's University; Queen's University Belfast","keywords":"Dark triad; Psychopathy; Personality; Context (archaeology); Big Five personality traits; Machiavellianism; Socioeconomic status; Path analysis (statistics)","score_opus":0.06978899655988337,"score_gpt":0.3176245130534743,"score_spread":0.24783551649359092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071775639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99733514,0.000042775646,0.00006792315,0.00030940858,0.00023095794,0.00027124438,0.00008187066,0.000057112193,0.0016035575],"genre_scores_gemma":[0.9987503,0.000020262161,0.00008075047,0.00007885926,0.00001659312,0.0000016758732,0.000029791177,0.000011536973,0.0010101744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998473,0.00024054707,0.00027659757,0.00044416243,0.00027109816,0.0002946129],"domain_scores_gemma":[0.9992745,0.00007691384,0.00023171202,0.00021941843,0.000101728794,0.000095743184],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00062057824,0.00016682626,0.0003960896,0.00040477072,0.00009921715,0.0000074753607,0.000211455,0.00017621006,0.001669564],"category_scores_gemma":[0.00002288684,0.00020446675,0.00014733411,0.00032874753,0.00032474438,0.00010438401,0.00012523436,0.00026843871,0.000078164514],"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":[0.00015558214,0.000538211,0.92357624,0.0000771057,0.00006053866,0.000025060128,0.053877722,0.000003354115,0.0008122284,0.00044736534,0.0001652538,0.02026137],"study_design_scores_gemma":[0.0020834932,0.000065573644,0.9458754,0.00011981804,0.000032034743,0.0000066366415,0.05109308,0.000049740403,0.000017440316,0.000047431797,0.00044704467,0.0001622873],"about_ca_topic_score_codex":0.0033231685,"about_ca_topic_score_gemma":0.0010579939,"teacher_disagreement_score":0.022299213,"about_ca_system_score_codex":0.00007962194,"about_ca_system_score_gemma":0.000035419715,"threshold_uncertainty_score":0.999243},"labels":[],"label_agreement":null},{"id":"W7071990869","doi":"","title":"Women and power in the vulnerability to HIV infection:&#13;\\nthe case of Malawi","year":2009,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","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":"Economic and Social Research Council; Department for International Development; United Nations Development Programme; U.S. President’s Emergency Plan for AIDS Relief; United States Agency for International Development; United Nations Population Fund; UNICEF; Manitoba Health Research Council","keywords":"Vulnerability (computing); Negotiation; Dominance (genetics); Power (physics); Pandemic; Feminist theory; Position (finance); Feminism","score_opus":0.04732077753599143,"score_gpt":0.3633549630804349,"score_spread":0.31603418554444346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071990869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894196,0.000025399766,0.00006175149,0.00067473593,0.0003466491,0.0015708407,0.000059237434,0.000026036641,0.007815767],"genre_scores_gemma":[0.99085236,0.00003954224,0.000083317565,0.00013362161,0.000060234484,0.0000057249176,0.000047951726,0.000014257523,0.008762973],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9976996,0.000691218,0.00039814637,0.00056700496,0.00025171184,0.00039227714],"domain_scores_gemma":[0.99835473,0.00017433918,0.0004769197,0.00058348244,0.00025645056,0.00015408384],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015590246,0.00022724298,0.0005425146,0.00028497507,0.0005858698,0.0000031994136,0.00023637575,0.00038473756,0.0011901557],"category_scores_gemma":[0.00015340917,0.00020032446,0.0000800283,0.00038554284,0.00014009439,0.00010012359,0.00011081326,0.0010688996,0.00010716168],"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":[0.0013422518,0.00093182025,0.42904156,0.0022002899,0.000067548535,0.00012404169,0.557759,0.000019021403,0.00015538535,0.00070094,0.00095356395,0.0067046112],"study_design_scores_gemma":[0.00058420346,0.00013488698,0.79055476,0.0002672829,0.000016428423,0.000009643596,0.20521313,0.000003474378,0.000011746483,0.0007475242,0.0022910766,0.00016584386],"about_ca_topic_score_codex":0.0054460587,"about_ca_topic_score_gemma":0.0077770166,"teacher_disagreement_score":0.3615132,"about_ca_system_score_codex":0.00021810064,"about_ca_system_score_gemma":0.0002519056,"threshold_uncertainty_score":0.9997229},"labels":[],"label_agreement":null},{"id":"W7072499824","doi":"","title":"Vision-assisted mmWave beam management for next-generation wireless systems: concepts, solutions and open challenges","year":2023,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Millimeter-Wave Propagation and Modeling","field":"Engineering","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":"University of Waterloo","funders":"Engineering and Physical Sciences Research Council; National Natural Science Foundation of China","keywords":"Path loss; Beamforming; Wireless; Base station; Channel (broadcasting); Extremely high frequency; Software deployment; Beam (structure)","score_opus":0.13745994894642394,"score_gpt":0.269666694547879,"score_spread":0.13220674560145507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072499824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6466447,0.00047251914,0.34678736,0.00031929952,0.00040349565,0.0015074927,0.00008611382,0.00035436085,0.0034246426],"genre_scores_gemma":[0.99564976,0.001360016,0.0020718493,0.0000070234883,0.000026258864,0.000009547985,0.000081571285,0.0000182333,0.0007757464],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992601,0.000027249986,0.00014071952,0.00025453756,0.00012377463,0.00019358183],"domain_scores_gemma":[0.9995537,0.00003222657,0.000057975423,0.00020493074,0.00007395446,0.00007721035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000321126,0.00011560811,0.00019858165,0.00016302001,0.0002521542,0.000055468907,0.00021813059,0.00007710623,0.0000511212],"category_scores_gemma":[0.000005078149,0.00014757832,0.000052752337,0.00012662476,0.000050049544,0.00026662802,0.0002598222,0.000062885665,0.000048600596],"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":[0.00023406888,0.00039952522,0.0003257132,0.0055187074,0.002070614,0.00005680173,0.047025632,0.122594886,0.25552613,0.034639165,0.010640463,0.5209683],"study_design_scores_gemma":[0.0019785506,0.00007347012,0.0023988977,0.00027439065,0.000098617966,0.000003755922,0.03408332,0.9514291,0.0022804022,0.00028861652,0.0066539976,0.00043682882],"about_ca_topic_score_codex":0.00005855965,"about_ca_topic_score_gemma":0.000057657813,"teacher_disagreement_score":0.82883424,"about_ca_system_score_codex":0.00005427879,"about_ca_system_score_gemma":0.000010290984,"threshold_uncertainty_score":0.60180694},"labels":[],"label_agreement":null},{"id":"W7073583890","doi":"","title":"Regulating the safety of health-related Artificial Intelligence","year":2022,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Photonic Crystal and Fiber Optics","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":"Nucleofection; Gestational period; TSG101; Dysgeusia; Hyporeflexia; Diafiltration; Liquation; Proteogenomics; Triacetin","score_opus":0.02013024874599246,"score_gpt":0.1934418668151951,"score_spread":0.17331161806920264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073583890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812385,0.00010131675,0.014388285,0.00033701927,0.00022334722,0.00024051024,0.00006453972,0.00009681393,0.0033097074],"genre_scores_gemma":[0.9992333,0.00001774112,0.00052468746,0.000006659121,0.00000503203,3.8532318e-7,0.000009984783,0.000010053412,0.00019217873],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991423,0.00005924269,0.00027490783,0.00013409884,0.00021257352,0.00017691396],"domain_scores_gemma":[0.99945617,0.00005623919,0.00014987007,0.00027011437,0.000027809881,0.000039819002],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051230186,0.00008701373,0.00020790112,0.00006724991,0.00032388468,0.0000032626576,0.00034878415,0.00003420728,0.001189193],"category_scores_gemma":[0.0000098493165,0.000097826916,0.00010117465,0.00031134655,0.00014338337,0.000050347408,0.00027731084,0.00026962257,0.000015437865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034401493,0.0003071071,0.002401814,0.00041695262,0.00048653162,0.000023364544,0.14665006,0.6027716,0.013511325,0.044296447,0.0003535399,0.18843727],"study_design_scores_gemma":[0.0010900083,0.00042714053,0.02479065,0.00022500497,0.000115785886,0.00007239621,0.2894593,0.6161897,0.008867237,0.037856787,0.019669298,0.0012366697],"about_ca_topic_score_codex":0.00017273593,"about_ca_topic_score_gemma":0.000027000862,"teacher_disagreement_score":0.18720059,"about_ca_system_score_codex":0.00010396037,"about_ca_system_score_gemma":0.00003968066,"threshold_uncertainty_score":0.99972385},"labels":[],"label_agreement":null},{"id":"W7073824743","doi":"","title":"Associations of cardiovascular risk factors with venous thromboembolism","year":2018,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; University of California, San Francisco; Graduate School of Public Health, University of Pittsburgh; Weill Cornell Medical College; Universität Greifswald; Universität Ulm; Göteborgs Universitet; Westfälische Wilhelms-Universität Münster; Tel Aviv University; Lunds Universitet; Wageningen University and Research; Feinberg School of Medicine; Universiteit Utrecht; Cleveland Clinic; Rijksuniversiteit Groningen; Háskóli Íslands; City University of New York; University of Bristol; London School of Hygiene and Tropical Medicine; British Heart Foundation; University of Pittsburgh; University of Dundee; Vrije Universiteit Amsterdam; Uppsala Universitet; University of Washington; Deutsches Krebsforschungszentrum; Université Laval; Monash University; University College London; University of Southampton; Norwegian Institute of Public Health; Centers for Disease Control and Prevention; Portland State University; University of California, San Diego; University of Glasgow; Strong; Itä-Suomen Yliopisto; Rijksinstituut voor Volksgezondheid en Milieu; Trakya Üniversitesi; University of South Carolina; Northwestern University","keywords":"Venous thromboembolism; Risk factor; Disease; Pulmonary embolism; Population; Risk assessment; Thrombosis; Incidence (geometry); MEDLINE","score_opus":0.011682547850393856,"score_gpt":0.16788349633598168,"score_spread":0.15620094848558783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073824743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98676777,0.00004528771,0.007497263,0.0000027420695,0.000097651224,0.00012142125,0.00020559026,0.00009155456,0.005170731],"genre_scores_gemma":[0.9988401,0.000058408357,0.0009999778,8.353685e-7,0.000018985955,1.1868072e-7,0.000013187059,0.000014899172,0.000053472195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993374,0.000018044188,0.00010004929,0.00014720294,0.00022283538,0.0001744712],"domain_scores_gemma":[0.99938124,0.000024896746,0.0000820157,0.0003362216,0.000110314344,0.000065300104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011370752,0.0001151849,0.0003635706,0.00007973793,0.00011191587,0.0000044292215,0.00020299958,0.00008965992,0.00022739042],"category_scores_gemma":[0.000010029058,0.0001266814,0.00018333942,0.00019264464,0.00021225336,0.00009842819,0.00006564998,0.00013885736,0.00003612418],"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":[0.0002548566,0.0018426143,0.4280417,0.000854017,0.03179938,0.00009903504,0.38734415,0.11137418,0.01571575,0.0032051487,0.0010486143,0.018420545],"study_design_scores_gemma":[0.0021931832,0.00045203327,0.9465166,0.00012241052,0.0011793185,0.000005744178,0.016940763,0.007862385,0.012611999,0.00086257025,0.010385625,0.00086742174],"about_ca_topic_score_codex":0.00078260835,"about_ca_topic_score_gemma":0.00011188696,"teacher_disagreement_score":0.5184749,"about_ca_system_score_codex":0.00006142087,"about_ca_system_score_gemma":0.000026566511,"threshold_uncertainty_score":0.5165918},"labels":[],"label_agreement":null},{"id":"W7073943015","doi":"","title":"Distribution patterns of zoochlorellae and zooxanthellae hosted by two Pacific Northeast anemones, Anthopleura elegantissima and A. xanthogrammica","year":2010,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":1,"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":"Gloom; Microfauna; Limiting; Nekton; Fusible alloy","score_opus":0.004395366680460559,"score_gpt":0.2005430192524408,"score_spread":0.19614765257198025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073943015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962817,0.0000698326,0.0013805598,0.00053534046,0.000067359746,0.00030131603,0.0010360164,0.00003403503,0.00029385107],"genre_scores_gemma":[0.99857444,0.00019278192,0.0006388296,0.00000764497,0.000016271671,5.340951e-7,0.00025993757,0.000013441281,0.00029610307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989253,0.0000309754,0.00018502669,0.00036074407,0.00028260576,0.00021534358],"domain_scores_gemma":[0.9990354,0.00008950398,0.00019600154,0.00025108684,0.0002130408,0.00021493982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012237503,0.00018152688,0.0003809595,0.00009621422,0.00015292806,0.000009742141,0.00009165852,0.00008149862,0.00027433794],"category_scores_gemma":[0.00007175671,0.00019647846,0.00007526261,0.00014612438,0.00059763907,0.00008039749,0.00014413321,0.00020324074,0.000012620596],"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":[0.0004946657,0.00030951953,0.9420743,0.00031479742,0.00015266288,0.000050077648,0.001584815,5.8107366e-7,0.048465718,0.00032960557,0.00019007928,0.0060332064],"study_design_scores_gemma":[0.002453531,0.00012931337,0.9867107,0.0001378733,0.00020387529,0.000044181514,0.006756725,0.00020206024,0.0017983841,0.0000672701,0.0012976798,0.00019840655],"about_ca_topic_score_codex":0.00064351415,"about_ca_topic_score_gemma":0.00013067274,"teacher_disagreement_score":0.046667334,"about_ca_system_score_codex":0.000015066861,"about_ca_system_score_gemma":0.000046216803,"threshold_uncertainty_score":0.80121595},"labels":[],"label_agreement":null},{"id":"W7074122694","doi":"","title":"The Pluralist Right to Health Care: A Framework and Case Study","year":2021,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Seismic Imaging and Inversion Techniques","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":"Right to health; Health care; Treaty; Human rights; Health policy; Global health; International health; Health law","score_opus":0.011941038594704934,"score_gpt":0.2283144955173934,"score_spread":0.21637345692268847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074122694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928608,0.00029019616,0.0010574565,0.0037860253,0.00013202848,0.00023214098,0.00003606004,0.000055883826,0.001549419],"genre_scores_gemma":[0.99486524,0.00005029408,0.0037901304,0.00071748445,0.000014599865,8.0358355e-8,0.000008143433,0.0000020163973,0.0005520339],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9991689,0.00012019294,0.000092924674,0.00026017733,0.00016990163,0.00018791386],"domain_scores_gemma":[0.99928,0.000117143005,0.000066102155,0.00029085344,0.000090520654,0.000155418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002596025,0.00008572755,0.00014703772,0.000051080468,0.00075133535,0.000040304865,0.00018815338,0.000037565114,0.00089498016],"category_scores_gemma":[0.000041629755,0.00007615262,0.000038787934,0.0002450222,0.0001379248,0.00008564865,0.00007987833,0.00015828188,0.000074626274],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012641259,0.00011848765,0.5160975,0.00007035233,0.00012282455,0.003497127,0.17348875,0.000049410442,0.000009287066,0.00033709346,0.015117624,0.29096517],"study_design_scores_gemma":[0.0006803258,0.0003991521,0.096761696,0.00009209776,0.000035499666,0.00057590863,0.7591596,0.0007318671,0.00028266566,0.00087091024,0.14004141,0.00036884384],"about_ca_topic_score_codex":0.041128945,"about_ca_topic_score_gemma":0.0049476577,"teacher_disagreement_score":0.5856709,"about_ca_system_score_codex":0.000011834359,"about_ca_system_score_gemma":0.00009263755,"threshold_uncertainty_score":0.97994053},"labels":[],"label_agreement":null},{"id":"W7075997315","doi":"","title":"tCURLoRA: tensor CUR decomposition based low-rank parameter adaptation and its application in medical image segmentation","year":2025,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","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":"Canadian Institutes of Health Research; National Institutes of Health; H. Lundbeck A/S; Servier; Shaoxing University; Eisai; Genentech; IXICO; National Natural Science Foundation of China; Northern California Institute for Research and Education; Pfizer; Novartis Pharmaceuticals Corporation; Biogen; Eli Lilly and Company; BioClinica; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Tensor (intrinsic definition); Representation (politics); Limiting; Computational complexity theory; Artificial neural network; Segmentation; Image (mathematics); Adaptation (eye); Decomposition","score_opus":0.010036282733604487,"score_gpt":0.22485086944807406,"score_spread":0.21481458671446957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7075997315","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009459368,0.0000567537,0.93446517,0.0018672744,0.000100899466,0.000684696,0.000030238205,0.00016011436,0.05317546],"genre_scores_gemma":[0.82147413,0.00020473427,0.10138707,0.0003458121,0.00007736877,0.000019098046,0.00046174624,0.00004403941,0.075985976],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99879456,0.00008519466,0.00015818137,0.00051433546,0.00028810248,0.0001596021],"domain_scores_gemma":[0.99919295,0.0000860492,0.0002562092,0.00029555862,0.00009186214,0.0000773671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002486333,0.00016772079,0.0002457365,0.00027607704,0.00006350357,0.000018539647,0.00045239608,0.0003086081,0.00083575357],"category_scores_gemma":[0.00006782777,0.0002117993,0.00005975898,0.00025961184,0.00008067188,0.00015435123,0.00020405029,0.00020557156,0.00006667878],"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":[0.0011921938,0.005030438,0.03759236,0.016823763,0.001283469,0.0010390563,0.03647768,0.0056442567,0.04281532,0.046915025,0.048203304,0.75698316],"study_design_scores_gemma":[0.0050097513,0.00008944002,0.016470823,0.0022145403,0.00009534719,0.000012085521,0.0020904373,0.94277006,0.004680804,0.0037135514,0.021689432,0.001163699],"about_ca_topic_score_codex":0.00045732126,"about_ca_topic_score_gemma":0.0001612968,"teacher_disagreement_score":0.9371258,"about_ca_system_score_codex":0.000048367227,"about_ca_system_score_gemma":0.000112277616,"threshold_uncertainty_score":0.9150916},"labels":[],"label_agreement":null},{"id":"W7077239987","doi":"","title":"Pop24/7 Application: assessing population exposureto flood risk","year":2014,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Population; Flood myth; Risk assessment; Risk factor; Public health","score_opus":0.006614396737208596,"score_gpt":0.18760211056243298,"score_spread":0.18098771382522438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7077239987","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027779543,0.00003931545,0.6121655,0.00029001292,0.0001907927,0.0002426388,0.000013408995,0.00035834246,0.383922],"genre_scores_gemma":[0.59652996,0.000040831685,0.05325756,0.000039258248,0.00023218534,0.0000018008858,0.00012591762,0.00005055741,0.34972194],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856055,0.00009982924,0.00016089418,0.0006533006,0.00029232516,0.00023308575],"domain_scores_gemma":[0.9980483,0.00003815695,0.0007039454,0.0010305751,0.000079132304,0.00009990083],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032902896,0.00022938236,0.0003575661,0.00017329783,0.00018664422,0.000042920765,0.0011563449,0.00037710406,0.0014114776],"category_scores_gemma":[0.000044199776,0.00028956958,0.00014654812,0.00024292979,0.000088199224,0.0001595409,0.000492572,0.00028103773,0.000440075],"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":[0.00006081783,0.0009142204,0.39877152,0.002683272,0.0012064811,0.00011230409,0.0109201325,0.0016730097,0.0018292213,0.059265558,0.17938256,0.3431809],"study_design_scores_gemma":[0.001268053,0.000050558567,0.0834199,0.0005349223,0.00012625908,0.000017064749,0.0011727555,0.013764919,0.00026678032,0.007853902,0.8902527,0.0012721845],"about_ca_topic_score_codex":0.0014474556,"about_ca_topic_score_gemma":0.000104869905,"teacher_disagreement_score":0.71087015,"about_ca_system_score_codex":0.000038809976,"about_ca_system_score_gemma":0.000038643248,"threshold_uncertainty_score":0.99995565},"labels":[],"label_agreement":null},{"id":"W7077302238","doi":"","title":"Investigating the practice of The Common European Framework of Reference for Languages (CEFR) outside Europe: a case studyon the assessment of writing in English in China","year":2016,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":14,"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":"China; Language assessment; Work (physics); English language; Language industry; Test (biology)","score_opus":0.01989320272003046,"score_gpt":0.2638907999277035,"score_spread":0.24399759720767303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7077302238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9708339,0.000012557688,0.010813975,0.0024849528,0.000034581586,0.00031716324,0.000014417288,0.000012766646,0.015475709],"genre_scores_gemma":[0.9905846,0.000006611193,0.009275147,0.000029184625,0.000009621877,7.3254876e-7,4.6440786e-7,0.0000025083482,0.000091145936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858654,0.00056683604,0.00027402904,0.00021869189,0.00020336355,0.00015052882],"domain_scores_gemma":[0.99716705,0.0012992815,0.00063638214,0.00063883356,0.0002352203,0.000023224397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022299183,0.00009192614,0.00019544565,0.00004254232,0.00012100064,0.000009719278,0.0011883357,0.00004404733,0.000012590563],"category_scores_gemma":[0.0020059573,0.00005592454,0.00005661727,0.00036521256,0.00029354895,0.00016964378,0.00095613353,0.00027622402,4.5822716e-7],"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":[0.0000625925,0.0005772127,0.6835443,0.00057604996,0.00012517725,0.00017141047,0.2107676,0.0029089982,0.013440675,0.061356824,0.00009380403,0.026375353],"study_design_scores_gemma":[0.0016297734,0.00014932541,0.8406677,0.0021075692,0.000049962124,0.00004963839,0.1388109,0.0051509324,0.006848201,0.0027942865,0.0014391924,0.00030247812],"about_ca_topic_score_codex":0.00064225437,"about_ca_topic_score_gemma":0.00016510028,"teacher_disagreement_score":0.15712345,"about_ca_system_score_codex":0.000021587055,"about_ca_system_score_gemma":0.000058791284,"threshold_uncertainty_score":0.24014631},"labels":[],"label_agreement":null},{"id":"W7077675122","doi":"","title":"School improvement","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geochemistry and Geologic Mapping","field":"Computer 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":"Encyclopedia; Work (physics); Reading (process); International education; Field (mathematics); Resource (disambiguation); Comparative education","score_opus":0.01446830503802043,"score_gpt":0.17243012161704546,"score_spread":0.15796181657902503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7077675122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79661435,0.0000118945145,0.13731298,0.0016135843,0.00012189755,0.00014540621,0.000002650506,0.00014952623,0.064027734],"genre_scores_gemma":[0.97612745,0.0000135426435,0.01088832,0.000062446416,0.000014851945,2.2549048e-7,0.0000017716455,0.000001194723,0.01289019],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991888,0.000017170185,0.00008937043,0.0003124488,0.00019077584,0.0002014777],"domain_scores_gemma":[0.99914694,0.000018451638,0.000102325925,0.0005050194,0.000102008315,0.00012525891],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001354821,0.000092518276,0.00013681853,0.000055294513,0.00022541494,0.000007747313,0.00084749394,0.00006562207,0.0010949321],"category_scores_gemma":[0.000034967776,0.000112302085,0.00008848202,0.0001797316,0.00012493736,0.00021770352,0.0005597707,0.00012738295,0.0004230709],"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":[0.0002844957,0.002242013,0.4661115,0.0006786356,0.0007917375,0.0021110128,0.07791379,0.0016436961,0.21376571,0.07865943,0.04018077,0.11561719],"study_design_scores_gemma":[0.0059344503,0.00051603664,0.5495673,0.00018162299,0.000045688368,0.00024446167,0.010464361,0.018753758,0.098334335,0.022265159,0.29166076,0.002032096],"about_ca_topic_score_codex":0.0001384741,"about_ca_topic_score_gemma":0.000003838174,"teacher_disagreement_score":0.25148,"about_ca_system_score_codex":0.00003043343,"about_ca_system_score_gemma":0.00007128369,"threshold_uncertainty_score":0.9998182},"labels":[],"label_agreement":null},{"id":"W7077677123","doi":"","title":"Benchmarking","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geochemistry and Geologic Mapping","field":"Computer 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":"Encyclopedia; Work (physics); Reading (process); International education; Benchmarking; Field (mathematics); Resource (disambiguation)","score_opus":0.0176356364270046,"score_gpt":0.16941749070237078,"score_spread":0.15178185427536617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7077677123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6660614,0.000014382227,0.2321479,0.0010257663,0.00014495532,0.00008686683,0.0000017458437,0.00014178468,0.10037521],"genre_scores_gemma":[0.97365594,0.000013079387,0.02140078,0.000031712887,0.000019457879,9.221396e-8,0.0000019655915,0.0000010422373,0.0048759095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924916,0.00002415056,0.000077984456,0.00029043516,0.00016935359,0.00018890262],"domain_scores_gemma":[0.9992894,0.000032471646,0.00009647708,0.00042138592,0.00008372389,0.00007657217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014326365,0.00008417565,0.0001350556,0.000058275327,0.0002569333,0.0000065799677,0.0007874068,0.00006744764,0.0007336223],"category_scores_gemma":[0.000022614933,0.000105572035,0.00008622556,0.00021045031,0.00014506254,0.00020953591,0.00048181898,0.000115892726,0.00016944333],"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":[0.00014281695,0.0010600887,0.580821,0.00042891724,0.00043867112,0.0023886366,0.13685267,0.0030779664,0.029515114,0.113882385,0.018434113,0.11295764],"study_design_scores_gemma":[0.0031446046,0.00022089803,0.60966736,0.0002076116,0.000033572625,0.00046976208,0.006216756,0.046855714,0.020109516,0.01849946,0.29292592,0.0016488172],"about_ca_topic_score_codex":0.000117381336,"about_ca_topic_score_gemma":0.0000051530224,"teacher_disagreement_score":0.30759457,"about_ca_system_score_codex":0.000017729602,"about_ca_system_score_gemma":0.000044462777,"threshold_uncertainty_score":0.803265},"labels":[],"label_agreement":null},{"id":"W7077677352","doi":"","title":"Physics education","year":2008,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geochemistry and Geologic Mapping","field":"Computer 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":"Encyclopedia; Work (physics); Reading (process); International education; Comparative education; Field (mathematics); Curriculum; Resource (disambiguation)","score_opus":0.01727852530355208,"score_gpt":0.18164995499546824,"score_spread":0.16437142969191615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7077677352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5872846,0.000015443415,0.3012057,0.0013175904,0.00019051677,0.00010723817,0.000001691549,0.00012778073,0.10974942],"genre_scores_gemma":[0.97383535,0.000010702442,0.015575004,0.000043991156,0.000025261672,1.5705278e-7,0.0000032156063,9.734081e-7,0.0105053475],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994432,0.00001856258,0.000057724097,0.0002265043,0.00012885926,0.00012515795],"domain_scores_gemma":[0.999338,0.000016870255,0.00008706301,0.00038298997,0.00011498874,0.00006011592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007233591,0.00006844276,0.000100167665,0.00002991255,0.0001820511,0.0000053777085,0.00058525964,0.000049800543,0.00023917359],"category_scores_gemma":[0.00001740156,0.00008746597,0.000064831744,0.00018874586,0.000108531,0.00022060351,0.00026112673,0.00008667438,0.00021600576],"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":[0.00008552308,0.0025575738,0.2589114,0.00041772515,0.00025333487,0.00021455227,0.11746356,0.0017291649,0.023428272,0.29281044,0.028177612,0.27395085],"study_design_scores_gemma":[0.002680788,0.00018280493,0.43433613,0.00023114264,0.000045851393,0.00025786555,0.013875584,0.023294337,0.04641016,0.10524648,0.37161863,0.0018202516],"about_ca_topic_score_codex":0.00011541125,"about_ca_topic_score_gemma":0.0000020683112,"teacher_disagreement_score":0.38655072,"about_ca_system_score_codex":0.000018473831,"about_ca_system_score_gemma":0.00012402122,"threshold_uncertainty_score":0.35667586},"labels":[],"label_agreement":null},{"id":"W70787917","doi":"","title":"Wilful, reckless and uninsurable?","year":2014,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Law, logistics, and international trade","field":"Business, Management and Accounting","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":"Supreme court; Misconduct; Appeal; Law; Political science; Order (exchange); Law and economics; Sociology; Business","score_opus":0.013966421507187477,"score_gpt":0.16669641785858316,"score_spread":0.1527299963513957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W70787917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8456237,0.000009333602,0.010256006,0.00089191145,0.00025269357,0.00010153396,0.000006011,0.00007629526,0.14278252],"genre_scores_gemma":[0.9967815,0.000012509566,0.0005320391,0.00023455457,0.00017407292,1.3613645e-7,0.000013491782,0.000008828642,0.0022428418],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993523,0.0000097829225,0.000095379204,0.00022405348,0.00017352153,0.00014497926],"domain_scores_gemma":[0.9995092,0.000038129776,0.00014560897,0.00017172079,0.00011663213,0.000018675197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002308933,0.000098236276,0.0001602117,0.00012776071,0.00015818534,0.000045951932,0.00026436758,0.0000609718,0.00085951906],"category_scores_gemma":[0.000072848925,0.00011670715,0.000053487845,0.000107870284,0.00028985096,0.00047812006,0.00020449146,0.000090543836,0.00029135033],"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":[0.00013471427,0.00018865088,0.27261922,0.0003191051,0.00011546567,0.000014866415,0.0009120141,0.000094066934,0.00042738425,0.69940895,0.004291727,0.021473821],"study_design_scores_gemma":[0.002764889,0.00003949229,0.42941907,0.00020303168,0.00012254415,0.0000049240903,0.0050850543,0.015779624,0.00019431487,0.054038584,0.49160492,0.0007435325],"about_ca_topic_score_codex":0.0010880828,"about_ca_topic_score_gemma":0.0001256804,"teacher_disagreement_score":0.64537036,"about_ca_system_score_codex":0.000015539657,"about_ca_system_score_gemma":0.00000810856,"threshold_uncertainty_score":0.9411131},"labels":[],"label_agreement":null},{"id":"W7080142547","doi":"","title":"Research framing for a study examining the risks to bus operators’ cost models during the transition to zero-emissions fleet","year":2025,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geochemistry and Geologic Mapping","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":"Trinity College","funders":"","keywords":"Framing (construction); Transition (genetics); Data collection; Public transport","score_opus":0.0941355883537287,"score_gpt":0.31704779220078433,"score_spread":0.22291220384705562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7080142547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5920743,0.000004433617,0.40084216,0.0038807383,0.00005771661,0.0010340355,0.000006309331,0.000038479888,0.0020618287],"genre_scores_gemma":[0.99320275,0.0000017497204,0.0039073313,0.00011421915,0.000017097169,0.000020676822,0.0000012491593,0.000002749199,0.0027321742],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99844843,0.00019954897,0.00014528116,0.0005144876,0.0003212703,0.0003709737],"domain_scores_gemma":[0.9983724,0.0003506896,0.000047603586,0.0007792754,0.00033333173,0.000116695745],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017042239,0.00012381564,0.00017391684,0.00016955554,0.0016546705,0.0000860322,0.0016508957,0.00007539882,0.00004071298],"category_scores_gemma":[0.00016541788,0.00010278425,0.000067966284,0.0009158015,0.00009307479,0.00018817945,0.0010897706,0.00032943208,0.000019420047],"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":[0.0005651511,0.0009771424,0.010667358,0.00033602913,0.0004301426,0.00006798254,0.64594346,0.25300613,0.032562226,0.017401798,0.0029020961,0.03514049],"study_design_scores_gemma":[0.0044680494,0.0006291333,0.14200133,0.0009781595,0.000112343885,0.000012933715,0.56268996,0.23366039,0.018301068,0.01918672,0.016854983,0.0011049515],"about_ca_topic_score_codex":0.00047988782,"about_ca_topic_score_gemma":0.000065169836,"teacher_disagreement_score":0.40112847,"about_ca_system_score_codex":0.00007543094,"about_ca_system_score_gemma":0.000097629934,"threshold_uncertainty_score":0.99964505},"labels":[],"label_agreement":null},{"id":"W7080969246","doi":"","title":"Public Health Funerals in England 2014/15 - 2020/21","year":2025,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Geochemistry and Geologic Mapping","field":"Computer 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":"Public health; Quarter (Canadian coin); Freedom of information; Health data; Public health policy; Distribution (mathematics)","score_opus":0.02468732617877024,"score_gpt":0.2097928722925467,"score_spread":0.18510554611377647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7080969246","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00072069606,0.00039450012,0.042552702,0.013288373,0.0004152631,0.00043207515,0.000060261267,0.00028096137,0.9418552],"genre_scores_gemma":[0.020810844,0.00033310216,0.0070354594,0.00020907642,0.000064214975,8.9974617e-7,0.000046142588,0.000017015733,0.97148323],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982489,0.00014974778,0.00019432923,0.00071012136,0.00025181923,0.00044510845],"domain_scores_gemma":[0.9984558,0.00005306931,0.00037842742,0.0008708782,0.00007467485,0.00016710769],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006012302,0.0002454718,0.0005252479,0.00036862996,0.00009939031,0.00003388809,0.0015533622,0.0003273838,0.0070050103],"category_scores_gemma":[0.000066234206,0.00030642294,0.00013141839,0.00044426625,0.00012570266,0.00012570336,0.0009793021,0.0003867949,0.00038307183],"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":[0.000023345818,0.00045032144,0.020798074,0.0011841886,0.00026854037,0.00024046646,0.011287372,0.00006451262,0.00005952163,0.014636572,0.9035863,0.047400758],"study_design_scores_gemma":[0.00075386796,0.00002067007,0.0034002315,0.0002533962,0.00000402095,0.0000036451447,0.0003621289,0.00030649378,0.000010841512,0.0013586113,0.99324536,0.00028074297],"about_ca_topic_score_codex":0.0029496339,"about_ca_topic_score_gemma":0.001116517,"teacher_disagreement_score":0.08965902,"about_ca_system_score_codex":0.000078212506,"about_ca_system_score_gemma":0.00044286327,"threshold_uncertainty_score":0.9999388},"labels":[],"label_agreement":null},{"id":"W7081713310","doi":"","title":"Reducing the rate of teenage conceptions: a review of the evidence (US, Canada, Australia &amp; NZ)","year":2002,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Geochemistry and Geologic Mapping","field":"Computer 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":"University of Southampton","keywords":"Population; Birth rate; Variation (astronomy); Government (linguistics); Disadvantage","score_opus":0.043127068888503685,"score_gpt":0.22740042877816355,"score_spread":0.18427335988965987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7081713310","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014889615,0.021469459,0.019340603,0.033073176,0.0019751461,0.0044011767,0.00042102093,0.0002443571,0.9041855],"genre_scores_gemma":[0.053390704,0.0043010563,0.0023327207,0.0001808111,0.00003722346,0.000001358653,0.0000053482295,0.000013726576,0.939737],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986009,0.0002155642,0.00024627484,0.00039276853,0.00033718982,0.00020727496],"domain_scores_gemma":[0.99724025,0.00012547185,0.00095941825,0.001448925,0.00017126101,0.00005466999],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054369646,0.00019180622,0.0004268511,0.00004983776,0.00012667413,0.0000068602726,0.0023893625,0.00013686015,0.007945308],"category_scores_gemma":[0.0002508125,0.00014973905,0.00020172923,0.00042212204,0.0004538084,0.000075225646,0.0007320969,0.0002998048,0.000048325037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009264111,0.00008545106,0.0025803517,0.009845202,0.00025825427,0.000018499437,0.0030259292,0.00017456773,0.00096515386,0.002725107,0.97879505,0.0015171896],"study_design_scores_gemma":[0.00024687158,0.000015797881,0.005604402,0.031951096,0.00012581288,0.000012708937,0.0007446316,0.00013883498,0.00050609524,0.00021655337,0.96005356,0.00038362085],"about_ca_topic_score_codex":0.22690748,"about_ca_topic_score_gemma":0.028484017,"teacher_disagreement_score":0.19842346,"about_ca_system_score_codex":0.000070912225,"about_ca_system_score_gemma":0.00022950211,"threshold_uncertainty_score":0.9929616},"labels":[],"label_agreement":null},{"id":"W7113414297","doi":"","title":"Etudes and impromptus","year":2025,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Impromptu; Dance; Quarter (Canadian coin); Set (abstract data type)","score_opus":0.0059349667179351235,"score_gpt":0.19014083395196446,"score_spread":0.18420586723402935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113414297","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012001945,0.00044274394,0.0005489155,0.000074610456,0.0002017785,0.0006759637,0.0008059227,0.0005896819,0.9846584],"genre_scores_gemma":[0.028253766,0.00025286322,0.003538541,0.000019845314,0.000051645686,5.4243964e-7,0.00007032779,0.00035292705,0.96745956],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983125,0.00008245329,0.00014276122,0.00075645506,0.00035060258,0.0003552424],"domain_scores_gemma":[0.9985407,0.000044746026,0.0004069656,0.0007545573,0.000082286344,0.0001707474],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021174009,0.0003973801,0.0006811483,0.00083599525,0.000118030155,0.000024398072,0.0006493397,0.00053148234,0.02538634],"category_scores_gemma":[0.000037342634,0.0005307476,0.00019175578,0.00030367923,0.0006087711,0.000103595106,0.0008383404,0.00038651776,0.0044619287],"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":[0.00042099328,0.00064578524,0.023483716,0.0021743386,0.0027729652,0.0002589811,0.0074429656,0.0000038310886,0.0032020705,0.010253673,0.92198706,0.02735364],"study_design_scores_gemma":[0.0021217577,0.000053379918,0.015939493,0.0010614275,0.00036363967,0.0000059949602,0.004944047,0.000043089723,0.00013803417,0.00062077405,0.9738005,0.00090787775],"about_ca_topic_score_codex":0.0066048577,"about_ca_topic_score_gemma":0.0012973748,"teacher_disagreement_score":0.051813442,"about_ca_system_score_codex":0.000096203556,"about_ca_system_score_gemma":0.0001791681,"threshold_uncertainty_score":0.99971443},"labels":[],"label_agreement":null},{"id":"W7115036590","doi":"","title":"Tuneable multi-wavelength optical parametric amplification in multicore and multimode fibres","year":2025,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Optical Network Technologies","field":"Engineering","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":"Wind Energy Institute of Canada","funders":"","keywords":"Multi-mode optical fiber; Optical fiber; Parametric statistics; Core (optical fiber); Laser; Multi-core processor","score_opus":0.012407907241849524,"score_gpt":0.20267692587135278,"score_spread":0.19026901862950324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115036590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9618162,0.00009466086,0.036073845,0.00010886783,0.000072106806,0.00025260798,0.000007651089,0.00029585825,0.001278226],"genre_scores_gemma":[0.92128676,0.00014561844,0.07838531,0.0000048241327,0.0000038493677,0.0000012325337,0.0000046647388,0.000009741411,0.00015798699],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919134,0.000016850125,0.00015582258,0.00027728485,0.0001016859,0.00025700947],"domain_scores_gemma":[0.9993968,0.0001695196,0.000031010884,0.00030746014,0.000038799444,0.000056417844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012960551,0.00014252268,0.00025278603,0.00040992245,0.00005872306,0.000014496075,0.00025130896,0.00020697985,0.00004646814],"category_scores_gemma":[0.000111675006,0.00018005414,0.0000471508,0.00058917893,0.00023479988,0.00013573538,0.00019872889,0.0002785455,0.000039549068],"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":[0.00030170157,0.0010795629,0.44105506,0.0013768473,0.00044074462,0.00008788454,0.0050433157,0.10292223,0.011210269,0.057075735,0.0005734344,0.3788332],"study_design_scores_gemma":[0.0011511792,0.000017508723,0.30512965,0.0001098088,0.000020826377,9.3142245e-7,0.0033306382,0.6877398,0.001352248,0.0006150552,0.0003158956,0.00021645703],"about_ca_topic_score_codex":0.0001720896,"about_ca_topic_score_gemma":0.00010327793,"teacher_disagreement_score":0.5848176,"about_ca_system_score_codex":0.0000876489,"about_ca_system_score_gemma":0.000014173321,"threshold_uncertainty_score":0.73423946},"labels":[],"label_agreement":null},{"id":"W7120652635","doi":"","title":"Case study: pride in place","year":2024,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"","field":"","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":"Arts and Humanities Research Council; Laidlaw Foundation; HORIZON EUROPE Framework Programme; Durham University","keywords":"Pride; Feeling; Sense of place; Cultural heritage; Sensibility; Placemaking; Variety (cybernetics)","score_opus":0.02439609086495471,"score_gpt":0.2441503328398765,"score_spread":0.2197542419749218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120652635","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4276377,0.00016629489,0.000050740808,0.0000404264,0.00038826137,0.00194077,0.0005962556,0.00080286694,0.56837666],"genre_scores_gemma":[0.25931123,0.000013384493,0.0005734083,0.000005928764,0.00006409287,0.0000017574632,0.000023136488,0.00090498046,0.7391021],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99723697,0.00022482287,0.00026839762,0.0011808582,0.00059053116,0.000498443],"domain_scores_gemma":[0.998086,0.000048390477,0.0004213182,0.0011866819,0.0000520138,0.0002056048],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006294066,0.00054516015,0.0008886438,0.001891235,0.00006383979,0.000028579698,0.00079303916,0.00049080636,0.021670273],"category_scores_gemma":[0.00003716362,0.0007352697,0.00026384383,0.00087827444,0.0003253579,0.00011384596,0.0009854523,0.00089355145,0.051877927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038268854,0.002370083,0.030851616,0.0012444096,0.0016656588,0.17836742,0.09088811,0.000053832293,0.00010195449,0.00029704245,0.69231665,0.0014605181],"study_design_scores_gemma":[0.005983079,0.00022624369,0.0021186853,0.0019025631,0.0007269767,0.0013721404,0.25823215,0.00017290721,0.000021329168,0.00021478084,0.72695893,0.0020702146],"about_ca_topic_score_codex":0.035059776,"about_ca_topic_score_gemma":0.046363845,"teacher_disagreement_score":0.17699528,"about_ca_system_score_codex":0.0003988074,"about_ca_system_score_gemma":0.00019253728,"threshold_uncertainty_score":0.9995098},"labels":[],"label_agreement":null},{"id":"W71332138","doi":"","title":"L'affaire des foulards. Defining a feminist anti-racist strategy in French schools","year":2001,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Race, History, and American Society","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":"Gender studies; Feminism; Racism; Politics; Nationalism; Caste; Sociology; Political science; Law","score_opus":0.025751311678754496,"score_gpt":0.24629606521130162,"score_spread":0.22054475353254713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W71332138","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04132029,0.00039705928,0.00022155438,0.00015508101,0.00016383106,0.00036709078,0.00010210874,0.00011212652,0.95716083],"genre_scores_gemma":[0.65484697,0.0014930408,0.001157801,0.00004203644,0.000113492104,9.599923e-7,0.000037956368,0.000050634706,0.3422571],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758554,0.00009414736,0.00031590756,0.0007366721,0.00070033217,0.0005674096],"domain_scores_gemma":[0.9983568,0.00009882854,0.00058396853,0.00048505497,0.00017666916,0.00029863566],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0007051106,0.00038343418,0.0007742605,0.00027174657,0.0013156213,0.000057383444,0.0008693014,0.00063634035,0.0043334025],"category_scores_gemma":[0.00007109127,0.0005452588,0.00047485795,0.00023859844,0.0030148898,0.00027016376,0.0002086158,0.00085798855,0.00060809415],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016392201,0.000583385,0.24447262,0.0006795703,0.00081273285,0.0014624562,0.39414796,0.00021216788,0.00005366763,0.26318386,0.023096712,0.07113094],"study_design_scores_gemma":[0.0011398745,0.00010322648,0.018929727,0.0010495334,0.00013056272,0.0000077727145,0.20056045,0.000021164167,0.0000028607276,0.010965044,0.7658061,0.0012836839],"about_ca_topic_score_codex":0.015348838,"about_ca_topic_score_gemma":0.014840523,"teacher_disagreement_score":0.7427094,"about_ca_system_score_codex":0.0008314174,"about_ca_system_score_gemma":0.0007993024,"threshold_uncertainty_score":0.9999845},"labels":[],"label_agreement":null},{"id":"W7138987037","doi":"10.1130/0091-7613(2000)028&lt;0751:sndotg&gt;2.3.co;2","title":"Sm-Nd dating of the giant Sullivan Pb-Zn-Ag deposit, British Columbia","year":2000,"lang":"","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Geological and Geochemical 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":"Isochron; Mineralization (soil science); Hydrothermal circulation; Geochronology; Isochron dating; Radiometric dating; Proterozoic; Zircon; Metasomatism","score_opus":0.008280610226769274,"score_gpt":0.1515528138424832,"score_spread":0.14327220361571394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7138987037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772557,0.00031144457,0.000067194334,0.00034001397,0.00011208312,0.00027530632,0.00042685258,0.000023393248,0.021188002],"genre_scores_gemma":[0.9826331,0.0003074734,0.0010295389,0.00007793758,0.00003766592,8.7727415e-8,0.00006434339,0.0000046010923,0.015845267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973688,0.00024268255,0.00045952384,0.00071276823,0.00063147675,0.0005847201],"domain_scores_gemma":[0.99835336,0.00017060168,0.0004167746,0.0005993918,0.0001432601,0.00031662043],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040610737,0.00022672876,0.00064645766,0.00004537373,0.00082768354,0.0001105942,0.0013477561,0.0002566134,0.34268916],"category_scores_gemma":[0.000075888776,0.00027872217,0.00060132646,0.00078808994,0.0012367315,0.00023575356,0.00027172687,0.0004680491,0.00060509535],"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":[0.00007025294,0.00019447759,0.9197119,0.00009968316,0.00019726173,0.000050620863,0.0012345222,0.0007205182,0.0007090147,0.0000051041384,0.00059717934,0.07640946],"study_design_scores_gemma":[0.00064221676,0.00011506668,0.9870585,0.0002308102,0.00025340114,0.00002493994,0.0031560524,0.0038616376,0.0004589786,0.0014400787,0.0023877854,0.00037049115],"about_ca_topic_score_codex":0.43474615,"about_ca_topic_score_gemma":0.25770226,"teacher_disagreement_score":0.34208408,"about_ca_system_score_codex":0.000013913186,"about_ca_system_score_gemma":0.00007211254,"threshold_uncertainty_score":0.9999665},"labels":[],"label_agreement":null},{"id":"W7162834725","doi":"","title":"Work &amp; Play","year":2025,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","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":"Exhibition; Painting; Carving; Sketch; CLARITY; Quarter (Canadian coin); Exposition (narrative); Vanguard; Subject (documents); Work (physics)","score_opus":0.01485927364754605,"score_gpt":0.21421859294362652,"score_spread":0.19935931929608047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162834725","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025643196,0.00015622977,0.002838139,0.00009042738,0.00048170867,0.0006958556,0.0010363574,0.0009270337,0.9912099],"genre_scores_gemma":[0.004373589,0.0000541388,0.006171419,0.000023568544,0.00009463138,6.8814296e-7,0.0002261697,0.0005178756,0.9885379],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752235,0.00014611232,0.00021500397,0.00096243364,0.0006140982,0.00053997914],"domain_scores_gemma":[0.9973817,0.00007611813,0.000656313,0.0015402414,0.000117186515,0.00022845232],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030127147,0.00055463467,0.00090164825,0.0012626292,0.0001560087,0.000021239104,0.0014263507,0.0008324306,0.13236116],"category_scores_gemma":[0.00006874022,0.0007683417,0.00046774742,0.0009331811,0.00056542543,0.00008441474,0.0009096092,0.0006550614,0.078795075],"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":[0.00015791012,0.0001812609,0.006876728,0.00017726299,0.000633146,0.000042425207,0.0019120032,0.000010041775,0.0000639953,0.0009695405,0.9872746,0.0017010758],"study_design_scores_gemma":[0.0010600557,0.000010471714,0.0053408747,0.0010082423,0.0002003246,0.0000014529601,0.0009118555,0.0000018370537,0.000021367196,0.00020773638,0.99059623,0.0006395599],"about_ca_topic_score_codex":0.003809639,"about_ca_topic_score_gemma":0.0020011214,"teacher_disagreement_score":0.053566087,"about_ca_system_score_codex":0.0002277384,"about_ca_system_score_gemma":0.0002965041,"threshold_uncertainty_score":0.99947673},"labels":[],"label_agreement":null},{"id":"W75768202","doi":"","title":"Efficient purchasing in public and private healthcare systems: mission impossible?","year":2005,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":1,"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":"Health care; Public health; Private sector; Public administration; Politics; Purchasing; Political science; Business; Medicine; Nursing; Law; Marketing","score_opus":0.06049676655278425,"score_gpt":0.2312788433857868,"score_spread":0.17078207683300256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W75768202","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22089612,0.009318282,0.0038934238,0.02650386,0.0010291737,0.0035024772,0.0010451726,0.00021897866,0.7335925],"genre_scores_gemma":[0.92906374,0.0014201667,0.0005058485,0.00012328876,0.000084073385,9.223427e-7,0.000034826153,0.000047595866,0.068719566],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816984,0.000025734189,0.0005756547,0.00070269033,0.00010187303,0.0004242116],"domain_scores_gemma":[0.9984242,0.000033181073,0.0007366495,0.0004891836,0.000048761493,0.00026808018],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00075446063,0.00028189787,0.00074757385,0.000979685,0.00018285555,0.000041552015,0.00033563923,0.00040706026,0.00049197447],"category_scores_gemma":[0.00002604798,0.00040444426,0.00013613199,0.00009916886,0.00015165037,0.00009785403,0.0004190349,0.0004433703,0.00033856125],"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":[0.000029756931,0.00004946182,0.0028352202,0.00082780654,0.000061894076,0.0000267023,0.0027935044,0.00016406474,0.0000012401986,0.98648536,0.00007220957,0.006652802],"study_design_scores_gemma":[0.0017297408,0.00011761394,0.01025191,0.0014293129,0.000020600068,0.000011419857,0.0016955539,0.0053877765,0.0000019033228,0.023774942,0.95458364,0.0009955774],"about_ca_topic_score_codex":0.0050449925,"about_ca_topic_score_gemma":0.0004107954,"teacher_disagreement_score":0.9627104,"about_ca_system_score_codex":0.00046272782,"about_ca_system_score_gemma":0.0000752576,"threshold_uncertainty_score":0.99984074},"labels":[],"label_agreement":null},{"id":"W77980359","doi":"","title":"Editorial. Building learning capacity for life. Supporting life-long learning journeys through the stimulation of reflexivity in learners: five complementary perspectives","year":2014,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Innovative Teaching and Learning Methods","field":"Psychology","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":"Reflexivity; Learning styles; Variety (cybernetics); Multidisciplinary approach; Pedagogy; Work (physics); Lifelong learning; Sociology; Public relations; Political science; Psychology; Social science; Engineering; Computer science","score_opus":0.06603106359062744,"score_gpt":0.37075412928223234,"score_spread":0.3047230656916049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W77980359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75920194,0.00001754659,0.23574975,0.00026307587,0.001897804,0.00033761302,0.000005613902,0.000066070184,0.0024606069],"genre_scores_gemma":[0.9767617,0.0000037514935,0.02059235,0.000026354546,0.0018522337,0.000002130104,0.000019349563,0.000028757479,0.0007133795],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9954749,0.0027353903,0.00044757756,0.0005326341,0.00035650743,0.0004530145],"domain_scores_gemma":[0.99657685,0.0016130742,0.0010898574,0.00031347954,0.000327962,0.0000787874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007089597,0.00022826921,0.000531241,0.00024618613,0.0007438822,0.00002231958,0.0004231639,0.00020043751,0.00084577996],"category_scores_gemma":[0.0033048065,0.00024302176,0.00021313578,0.00039562408,0.00040098676,0.0002777222,0.0001991632,0.0015353875,0.000014632777],"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":[0.0010454478,0.00029390465,0.32893318,0.00019286285,0.00044845953,0.0000025482389,0.57995284,0.055530123,0.003719502,0.016368302,0.0012657236,0.012247121],"study_design_scores_gemma":[0.0052995137,0.0007913761,0.30493227,0.00034336172,0.00015650563,0.0000032314579,0.64493996,0.012199047,0.00024353429,0.002628207,0.027785586,0.0006774286],"about_ca_topic_score_codex":0.0049440223,"about_ca_topic_score_gemma":0.000081897626,"teacher_disagreement_score":0.21755977,"about_ca_system_score_codex":0.00016811711,"about_ca_system_score_gemma":0.00008557612,"threshold_uncertainty_score":0.99101394},"labels":[],"label_agreement":null},{"id":"W84248711","doi":"","title":"IOPC funds meeting: Montreal - 12-14 June 2007","year":2007,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","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":"Business; Political science; History","score_opus":0.013039589090872487,"score_gpt":0.2803284977521716,"score_spread":0.2672889086612991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W84248711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7790854,0.0002574565,0.025889529,0.00087529176,0.0009150802,0.00036992884,0.000010764098,0.0001443221,0.19245225],"genre_scores_gemma":[0.919177,0.00030167354,0.017325118,0.0003683452,0.00034542993,2.68299e-7,0.000019536516,0.00002660539,0.062436037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987833,0.000032724496,0.00018884141,0.0003466657,0.00026957414,0.00037891002],"domain_scores_gemma":[0.9989479,0.00014131477,0.00018694275,0.00038900145,0.00010841733,0.00022641207],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005657723,0.0001680918,0.00040418064,0.00019088088,0.00020673235,0.0000028722748,0.00023103142,0.0002629716,0.0034674583],"category_scores_gemma":[0.000053552994,0.00018616368,0.0001800517,0.00017692486,0.00049792224,0.0001141544,0.0000919951,0.00033539347,0.0002383701],"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":[0.01092098,0.0023953342,0.75408036,0.0003658011,0.0014017795,0.002502122,0.030016389,0.00017136833,0.01445382,0.0029227496,0.03051164,0.15025765],"study_design_scores_gemma":[0.010100206,0.00057513616,0.53687286,0.00023741306,0.00026105263,0.00019050512,0.01403003,0.00020969147,0.0031665668,0.0009729888,0.43278435,0.00059922214],"about_ca_topic_score_codex":0.000330416,"about_ca_topic_score_gemma":0.0005137346,"teacher_disagreement_score":0.4022727,"about_ca_system_score_codex":0.00015013454,"about_ca_system_score_gemma":0.00008021415,"threshold_uncertainty_score":0.9974435},"labels":[],"label_agreement":null},{"id":"W845171216","doi":"","title":"Stable isotopes as tracers for freshwater fluxes into the North Atlantic","year":2010,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":4,"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; Ocean gyre; Arctic; North Atlantic Deep Water; Sea ice; Gulf Stream; Current (fluid); Meltwater; Geology; Water mass; Arctic ice pack; Climatology; Environmental science; Thermohaline circulation; Glacial period; Fishery; Subtropics; Paleontology","score_opus":0.0073872719918999215,"score_gpt":0.19118302113414212,"score_spread":0.1837957491422422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W845171216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935509,0.00002938606,0.00029278846,0.00022132191,0.0005583361,0.000550743,0.00022335404,0.000033564713,0.004539628],"genre_scores_gemma":[0.96998554,0.00012896326,0.0024562224,0.00005910254,0.00008109385,6.0168065e-7,0.003395968,0.000012005755,0.023880523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987413,0.00003973635,0.00017758644,0.00039401167,0.00031174222,0.00033558797],"domain_scores_gemma":[0.99896806,0.00017274251,0.00027298415,0.0003413856,0.00013145772,0.00011339239],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022766035,0.0002474548,0.00033557042,0.000111712965,0.00067334116,0.000040168587,0.0006984431,0.00027408678,0.009438161],"category_scores_gemma":[0.000039555987,0.00020903052,0.0002370662,0.00012861563,0.00023054247,0.00020088835,0.000028093216,0.00047181666,0.00046107775],"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":[0.0012352896,0.00010312411,0.84482676,0.00079380145,0.00049360713,0.000035561927,0.106831975,0.00055012834,0.00012640837,0.0003572371,0.0015886042,0.043057516],"study_design_scores_gemma":[0.0013745764,0.00031261522,0.7252518,0.000214536,0.00054954947,0.000011130158,0.13673633,0.006677382,0.00014486282,0.00431564,0.123317376,0.0010942068],"about_ca_topic_score_codex":0.043192316,"about_ca_topic_score_gemma":0.3400549,"teacher_disagreement_score":0.29686257,"about_ca_system_score_codex":0.000010467131,"about_ca_system_score_gemma":0.00017740244,"threshold_uncertainty_score":0.99146736},"labels":[],"label_agreement":null},{"id":"W927909289","doi":"","title":"Private enforcement of Art 101 and 102 of the Treaty on the Functioning of the European Union","year":2015,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","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":"Enforcement; Commission; Competition law; Treaty; Business; Law and economics; European union; Competition (biology); Political science; Law; Economics; International trade; Market economy; Monopoly","score_opus":0.022854632439174582,"score_gpt":0.18498976377761697,"score_spread":0.1621351313384424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W927909289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8034652,0.000043033288,0.00019999447,0.00014423643,0.0001711907,0.00017486974,0.00009031101,0.000003959695,0.1957072],"genre_scores_gemma":[0.9861761,0.00008721698,0.000020509624,0.000010965908,0.0000096802005,3.24881e-7,0.000044597455,0.000008747755,0.013641912],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99916416,0.000120787365,0.00032037363,0.00020200267,0.00011096026,0.00008168433],"domain_scores_gemma":[0.99822724,0.00003200364,0.0011130462,0.0005039678,0.000095990734,0.000027762851],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008174426,0.00011685033,0.00033495572,0.00014395708,0.00012738585,0.0000057771654,0.00040320292,0.00006464554,0.0019917993],"category_scores_gemma":[0.000042188294,0.00009050485,0.00026465784,0.0002549959,0.00013527463,0.000042522293,0.00012192168,0.00014638863,0.000042159216],"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":[0.00052680273,0.0008412047,0.33318666,0.0010500036,0.0025445651,0.0000017981915,0.05791668,0.00236314,0.0013110478,0.5860696,0.0036662791,0.010522235],"study_design_scores_gemma":[0.0013763836,0.00013511973,0.93109006,0.00058330013,0.00027733998,6.4012164e-7,0.025452582,0.0006130781,0.0027751739,0.010831814,0.026485497,0.00037901325],"about_ca_topic_score_codex":0.0005480126,"about_ca_topic_score_gemma":0.00017685207,"teacher_disagreement_score":0.5979034,"about_ca_system_score_codex":0.00003506494,"about_ca_system_score_gemma":0.000024143344,"threshold_uncertainty_score":0.9989205},"labels":[],"label_agreement":null},{"id":"W935261455","doi":"","title":"Modal Linear Logic in Higher Order Logic, an experiment in Coq","year":2003,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Logic, programming, and type systems","field":"Computer 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":"University of Ottawa","funders":"","keywords":"Normal modal logic; Modal logic; Accessibility relation; Multimodal logic; S5; Intermediate logic; Sequent; Higher-order logic; Sequent calculus; Calculus (dental); Intuitionistic logic; Epistemic modal logic; Mathematics; Computer science; Dynamic logic (digital electronics); Algorithm; Discrete mathematics; Modal; Description logic; Linear logic; Theoretical computer science","score_opus":0.04764251775752951,"score_gpt":0.24758095522035267,"score_spread":0.19993843746282317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W935261455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70458573,0.00011844181,0.2564566,0.00046663627,0.00065160304,0.0007193494,0.0000016154625,0.00018532704,0.03681467],"genre_scores_gemma":[0.9794286,0.000006763865,0.019014714,0.00006251861,0.000012596541,0.0000014948324,0.0000026843452,0.0000065198565,0.0014641027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99850625,0.00018907424,0.00018640871,0.00051809265,0.00025337585,0.00034679795],"domain_scores_gemma":[0.9991227,0.000024893401,0.00012417315,0.0005391553,0.000074283475,0.000114820185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004666856,0.0001627229,0.0002839657,0.00020817835,0.00008529657,0.000027470143,0.0007528325,0.00014961592,0.00066948857],"category_scores_gemma":[0.000017068081,0.00017606096,0.00006672397,0.00049400365,0.00011936604,0.00037765747,0.00023725379,0.00018978772,0.00020852049],"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":[0.000049593906,0.0010492938,0.06428926,0.00004234584,0.00002920883,0.0002774722,0.022093995,0.0009560483,0.0008305673,0.9073392,0.000047991452,0.002995004],"study_design_scores_gemma":[0.026841512,0.0027392807,0.37104368,0.00017552535,0.000057344103,0.00010620612,0.0718706,0.05790209,0.01016498,0.33230367,0.121139385,0.0056557152],"about_ca_topic_score_codex":0.0012217684,"about_ca_topic_score_gemma":0.0003367605,"teacher_disagreement_score":0.5750355,"about_ca_system_score_codex":0.00010861456,"about_ca_system_score_gemma":0.0000747874,"threshold_uncertainty_score":0.733043},"labels":[],"label_agreement":null},{"id":"W976384811","doi":"","title":"Enlightening our colleagues in Canada","year":2015,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"History of Medical Practice","field":"Medicine","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":"Political science","score_opus":0.03797183281048046,"score_gpt":0.22611968759468093,"score_spread":0.18814785478420049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W976384811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704497,0.00005447421,0.00023395133,0.0037197368,0.00024636084,0.00019166573,0.00000664884,0.000026526171,0.02507096],"genre_scores_gemma":[0.99213225,0.00000817662,0.0022135724,0.00017891265,0.000032515138,1.7166558e-7,0.0000064952465,0.000009304476,0.0054186266],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988658,0.000073488154,0.00014601048,0.000238217,0.0004600714,0.0002164244],"domain_scores_gemma":[0.999027,0.000055725966,0.00012832927,0.00026001252,0.0001249294,0.00040398576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043423017,0.00010127491,0.00031637985,0.00013758217,0.00005433306,0.0000020471357,0.00019036984,0.000077291224,0.0004875661],"category_scores_gemma":[0.00040661098,0.00012254082,0.000051213654,0.0002080102,0.00007200738,0.0001284407,0.00010261546,0.0003322241,0.00021139033],"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":[0.0025103558,0.00065407733,0.817783,0.0002669117,0.0002774417,0.0042644264,0.04317467,0.00013310867,0.0017304705,0.00024973083,0.11415702,0.014798808],"study_design_scores_gemma":[0.011955007,0.00027667408,0.3309391,0.00048912386,0.00018070529,0.0001315902,0.2936826,0.0012290673,0.0005111949,0.00013965112,0.35987985,0.00058539986],"about_ca_topic_score_codex":0.79020053,"about_ca_topic_score_gemma":0.6214256,"teacher_disagreement_score":0.48684385,"about_ca_system_score_codex":0.0010678871,"about_ca_system_score_gemma":0.0024933422,"threshold_uncertainty_score":0.5338507},"labels":[],"label_agreement":null},{"id":"W984205338","doi":"","title":"A geography of intellectual disabilities","year":2009,"lang":"en","type":"book-chapter","venue":"ePrints Soton (University of Southampton)","topic":"Migration, Aging, and Tourism Studies","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":"Residence; Institutionalisation; Mainstream; Acknowledgement; Relocation; Abandonment (legal); Inclusion (mineral); Sociology; Social geography; Political science; Gender studies; Criminology; Social science; Human geography; Law","score_opus":0.0194382940581156,"score_gpt":0.22197718551084258,"score_spread":0.202538891452727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W984205338","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12283122,0.00033425388,0.00038402528,0.00026302354,0.00017587506,0.00039741874,0.00008149744,0.00008766195,0.875445],"genre_scores_gemma":[0.48611587,0.0018679956,0.00041460473,0.00001821814,0.00013306846,2.4800667e-7,0.000018751249,0.000016672007,0.5114146],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868935,0.000050951807,0.00021102432,0.00033512278,0.0004869507,0.00022662521],"domain_scores_gemma":[0.9987441,0.00028136198,0.00033630765,0.00029628933,0.0002455727,0.00009637672],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032223648,0.00021304796,0.00049929356,0.00029222603,0.0004477526,0.000011192532,0.00044727523,0.00026450437,0.0065910555],"category_scores_gemma":[0.0001436022,0.00026536157,0.0004195741,0.00008422254,0.0017788699,0.00011910118,0.00013955384,0.00022512548,0.00012262231],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053921005,0.00006493096,0.0035994458,0.00007884435,0.00024783475,0.000003987882,0.89833665,0.0000017965908,0.000002693606,0.087437965,0.0035541125,0.0066177957],"study_design_scores_gemma":[0.00071231066,0.0002028772,0.018743094,0.00049707026,0.0003292722,8.173652e-7,0.10357322,0.0000059468557,0.000027882978,0.109101474,0.76590365,0.00090239494],"about_ca_topic_score_codex":0.0123980995,"about_ca_topic_score_gemma":0.010757645,"teacher_disagreement_score":0.79476345,"about_ca_system_score_codex":0.00006635132,"about_ca_system_score_gemma":0.0001480017,"threshold_uncertainty_score":0.99997985},"labels":[],"label_agreement":null}]}