{"meta":{"query_hash":"c1d90b88f531","filters":{"venue":"PEARL (University of Plymouth)"},"cohort_total":28,"direct_labels_cover":1,"predictions_cover":28,"exported":28,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c1d90b88f531","api":"https://metacan.xera.ac/api/v1/cohort?venue=PEARL+%28University+of+Plymouth%29"},"results":[{"id":"W1481709142","doi":"10.24382/4715","title":"GEOGRAPHIC INFORMATION SYSTEMS (GIS) IN HIGHER EDUCATION: A STUDY OF PROVISION, PEDAGOGY AND EMPLOYABILITY IN THE UNITED KINGDOM AND TURKEY","year":2013,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Keele University; Ulster University; Durham University; University of Bristol; Loughborough University; University of Reading; University of Sussex; University of Leeds; Newcastle University; University of Oxford; University of St Andrews; Manchester Metropolitan University; University of Leicester; University of Worcester; University of Salford Manchester; Oxford Brookes University; University of Hull; Kingston University; University of Southampton; Liverpool John Moores University; University of Aberdeen; Aberystwyth University; University of Stirling; University of Glasgow; University of Gloucestershire; University of Greenwich; University of Central Lancashire; London School of Economics and Political Science; University of Brighton; Nottingham Trent University; University of Wolverhampton; Liverpool Hope University; King's College London; University of Hertfordshire; University of Portsmouth; Queen's University; Trent University; Queen Mary University of London; University of Exeter; Coventry University; Ryerson University","keywords":"Employability; Geographic information system; Kingdom; Geography; Pedagogy; Political science; Regional science; Sociology; Cartography","score_opus":0.04027117781695049,"score_gpt":0.3186044377118059,"score_spread":0.2783332598948554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1481709142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846591,0.00021429172,4.2661674e-7,0.0004833898,0.00032607035,0.0011297296,0.000009043853,0.000010983378,0.013166993],"genre_scores_gemma":[0.9953321,0.000038913604,0.000011312612,0.000016302767,0.000024355491,0.000006867064,0.00014828317,0.0000038105898,0.004418028],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984902,0.00055172516,0.00027200114,0.0001876361,0.00035316995,0.00014528254],"domain_scores_gemma":[0.99886364,0.00013804842,0.00038121108,0.00019832343,0.00035692027,0.00006186787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076503615,0.00012340628,0.0002610221,0.0010164004,0.00021545796,0.000061798586,0.00027202844,0.00019565319,0.00011478618],"category_scores_gemma":[0.00006123657,0.00012362604,0.000039895276,0.00082493166,0.00019330993,0.0004189534,0.000026176782,0.00021154579,0.0000022553293],"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":[0.000047205056,0.0004051918,0.22183117,0.00023671803,0.000018465838,3.45221e-7,0.7709633,0.000007564983,0.0000013834363,0.0049824514,0.00004842874,0.0014577678],"study_design_scores_gemma":[0.00024087678,0.000045947985,0.47771403,0.000051697218,0.000023686434,1.411228e-7,0.5210057,0.00000592766,5.4397544e-9,0.00006945395,0.0007813084,0.00006120374],"about_ca_topic_score_codex":0.91242516,"about_ca_topic_score_gemma":0.14573708,"teacher_disagreement_score":0.76668805,"about_ca_system_score_codex":0.000031256805,"about_ca_system_score_gemma":0.00043183827,"threshold_uncertainty_score":0.869851},"labels":[],"label_agreement":null},{"id":"W1551398678","doi":"10.24382/4463","title":"\"The Duchy of Cornwall - A Feudal Remnant? An Examination of the origin, evolution and present status of the Duchy of Cornwall\"","year":2013,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Partenariat Canadien Contre Le Cancer; Bank of England","keywords":"Duchy; Feudalism; History; Ancient history; Archaeology; Geography; Law; Political science","score_opus":0.0190911285282848,"score_gpt":0.20147112057830635,"score_spread":0.18237999205002156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551398678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9730029,0.0005955562,0.0000043763953,0.00004020312,0.00059609924,0.0003849869,0.00032319763,0.0000064130163,0.025046255],"genre_scores_gemma":[0.913698,0.000058967886,0.0000145581025,0.0000017328476,0.000047621255,6.70191e-7,0.00010077464,0.000008952438,0.08606869],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985508,0.0002389329,0.0003043224,0.0001882948,0.00058092916,0.00013672916],"domain_scores_gemma":[0.9972725,0.00013723531,0.0012203708,0.00033216312,0.000998343,0.0000393961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033809527,0.00013634245,0.0002969234,0.00015351737,0.0004200858,0.000016203454,0.0004570805,0.00011315899,0.00026305913],"category_scores_gemma":[0.00010117197,0.000105131665,0.00017403286,0.00011307245,0.00080653443,0.0003523571,0.00007872179,0.0001631546,0.0000018883313],"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":[0.0010046355,0.000941829,0.003732712,0.0019062515,0.00063297455,0.0000015929518,0.71444386,0.000050631395,0.008972701,0.2583971,0.004471022,0.005444673],"study_design_scores_gemma":[0.0008948603,0.00024938272,0.608663,0.00041437853,0.00048726404,0.000001135669,0.38448298,0.00026528843,0.00020705025,0.0018044732,0.0023055307,0.00022460161],"about_ca_topic_score_codex":0.11774421,"about_ca_topic_score_gemma":0.06009922,"teacher_disagreement_score":0.60493034,"about_ca_system_score_codex":0.00010266951,"about_ca_system_score_gemma":0.00023498107,"threshold_uncertainty_score":0.9570515},"labels":[],"label_agreement":null},{"id":"W1563510621","doi":"10.24382/4577","title":"Multi-scale variability in phytoplankton populations of the North Atlantic basin: from eddies to global change","year":2006,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Eddy; Phytoplankton; Geography; Scale (ratio); Climatology; Environmental science; Structural basin; Fishery; Geology; Biology; Ecology; Meteorology; Cartography; Geomorphology","score_opus":0.022322210511271964,"score_gpt":0.22436229543069158,"score_spread":0.2020400849194196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563510621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993361,0.0000052616483,0.00011891305,0.00009361647,0.00025327108,0.00037212225,0.00049005053,0.000009176715,0.0052965838],"genre_scores_gemma":[0.9894708,4.8615414e-7,0.0017937771,0.00002036322,0.000014826614,0.0000012395286,0.00065021194,0.000004884364,0.00804344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908966,0.00012424725,0.00015834303,0.00027461458,0.00019818125,0.00015497148],"domain_scores_gemma":[0.999464,0.000029338642,0.00019472523,0.00025663068,0.000016629829,0.00003870311],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012398322,0.00013165867,0.00026674697,0.00003321392,0.00013294994,0.0000030975211,0.00034989166,0.00018368791,0.0016233167],"category_scores_gemma":[0.000023912382,0.00013202729,0.00010005917,0.00029521654,0.00014002447,0.000107725,0.00012488305,0.00012780781,0.000123749],"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":[0.000037043195,0.00019459636,0.9866016,0.000016377686,0.000006742443,0.0000028746886,0.012087122,0.000045848952,0.00011285215,0.0000057124735,0.0003160597,0.0005731999],"study_design_scores_gemma":[0.00023665623,0.00001751286,0.98870695,0.000038474063,0.000094412426,1.6545575e-7,0.010222993,0.0004622751,0.0000038000715,0.000088942485,0.000007923288,0.000119875906],"about_ca_topic_score_codex":0.61209154,"about_ca_topic_score_gemma":0.8204798,"teacher_disagreement_score":0.20838825,"about_ca_system_score_codex":0.00019335459,"about_ca_system_score_gemma":0.00002580613,"threshold_uncertainty_score":0.99928933},"labels":[],"label_agreement":null},{"id":"W1577336414","doi":"10.24382/4016","title":"End-of-life discussions in nonmalignant respiratory disease in the United Kingdom and Canada","year":2014,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"British Lung Foundation","keywords":"Kingdom; Medicine; Respiratory system; Family medicine; Gerontology; Internal medicine; Biology","score_opus":0.07692425575810626,"score_gpt":0.3240301354220106,"score_spread":0.24710587966390435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577336414","genre_codex":"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":[0.9932628,0.0006616329,0.000008361245,0.00038202648,0.00007639953,0.00022690021,0.00015175405,0.0000045509228,0.0052255485],"genre_scores_gemma":[0.99659586,0.000059363527,0.00005240233,0.00009241513,0.00002235638,5.748627e-7,0.00049749366,0.00001108908,0.0026684706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988831,0.00016063017,0.00023022287,0.00020603798,0.0003657094,0.0001542808],"domain_scores_gemma":[0.99900484,0.0002135036,0.0002677088,0.0002565325,0.000115075374,0.00014230919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002313182,0.0001527083,0.00047987432,0.00041059015,0.000048716687,0.0000025830864,0.00019787178,0.00011238674,0.000053296575],"category_scores_gemma":[0.00030256604,0.0001247571,0.000079494814,0.0003322288,0.00012362968,0.00004336787,0.00003460117,0.00023579059,7.501729e-7],"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":[0.0042045424,0.0006138766,0.6992756,0.0049644904,0.00034132975,0.00088255096,0.28012294,0.00011335552,0.0013063377,0.0029358738,0.0028264786,0.0024125895],"study_design_scores_gemma":[0.0022307565,0.00011079895,0.58572096,0.004293967,0.0002996725,3.7007342e-7,0.40293476,0.00013133242,0.000013072732,0.000035591485,0.0039971126,0.00023161506],"about_ca_topic_score_codex":0.9614543,"about_ca_topic_score_gemma":0.8911778,"teacher_disagreement_score":0.12281182,"about_ca_system_score_codex":0.00007774181,"about_ca_system_score_gemma":0.000891045,"threshold_uncertainty_score":0.5087447},"labels":[],"label_agreement":null},{"id":"W1601180315","doi":"10.24382/4667","title":"Application of Polychlorinated Biphenyl Signatures for Environmental Fingerprinting","year":2014,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polychlorinated biphenyl; Environmental chemistry; Biphenyl; Chemistry; Organic chemistry","score_opus":0.003996549614475841,"score_gpt":0.18744503680232197,"score_spread":0.18344848718784612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1601180315","genre_codex":"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":[0.9307563,0.00010135704,0.00555118,0.000057877973,0.00024240401,0.0007317446,0.00062621065,0.00006232658,0.061870657],"genre_scores_gemma":[0.9560396,0.0000042392676,0.0013153997,0.0000068285012,0.000025214471,5.132963e-7,0.00013532159,0.000027993412,0.042444862],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99889636,0.000029130284,0.00016624044,0.00035704867,0.00032055686,0.00023066968],"domain_scores_gemma":[0.9989892,0.0000656741,0.0005569557,0.00030275373,0.0000027732247,0.00008260902],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017757638,0.00019311659,0.00032536674,0.00009565818,0.00012480906,0.000005326385,0.00046971848,0.00026114687,0.0010584082],"category_scores_gemma":[0.0000376471,0.00024446513,0.00016134008,0.00013824487,0.00014478415,0.0001256159,0.000092046095,0.0001572032,0.00007390271],"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":[0.00040531647,0.00019328672,0.00081639003,0.00014502025,0.00012223703,0.000002552217,0.017470138,0.00012671662,0.6642009,0.00006510654,0.00024128657,0.31621104],"study_design_scores_gemma":[0.0050008073,0.00093137816,0.7394657,0.00039560636,0.0012181365,0.000008242235,0.21067017,0.013155769,0.021519054,0.0008836631,0.0042150025,0.002536433],"about_ca_topic_score_codex":0.005992295,"about_ca_topic_score_gemma":0.0007141895,"teacher_disagreement_score":0.73864937,"about_ca_system_score_codex":0.0001659753,"about_ca_system_score_gemma":0.00002019461,"threshold_uncertainty_score":0.99985474},"labels":[],"label_agreement":null},{"id":"W1678993430","doi":"10.24382/4848","title":"The Molecular and behavioural ecology of click beetles (Coleoptera: Elateridae) in agricultural land","year":2011,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Bayer CropScience; Department for Environment, Food and Rural Affairs, UK Government","keywords":"Ecology; Agriculture; Geography; Biology; Agroforestry","score_opus":0.005392215374819067,"score_gpt":0.1686711560192653,"score_spread":0.16327894064444623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1678993430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9363959,0.00006229383,9.942718e-7,0.000025509205,0.00009886139,0.00017458007,0.000008408736,0.000005209127,0.063228235],"genre_scores_gemma":[0.97433347,0.000027021422,0.00007015015,0.000006362506,0.0000021424946,7.285245e-7,0.000052990636,0.0000038591106,0.025503295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994286,0.000050859457,0.000111882335,0.00017291261,0.000088548426,0.00014721793],"domain_scores_gemma":[0.99966097,0.000020703274,0.00017110127,0.00010779479,0.000009241669,0.000030208135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010371992,0.000102945836,0.00017559333,0.000044050994,0.00010446323,0.0000041894873,0.00023007038,0.00020305549,0.00042188255],"category_scores_gemma":[0.000005550095,0.000089685476,0.000053385775,0.000076431534,0.00022840285,0.00007432282,0.00013261984,0.00015889405,0.000027321486],"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":[0.0011242514,0.00061507185,0.8444437,0.00029969754,0.00035096967,0.0003204278,0.12714428,0.00018963845,0.011398255,0.004635362,0.00066895847,0.008809394],"study_design_scores_gemma":[0.0002945605,0.00009537748,0.97611237,0.000015627767,0.000060834427,0.0000018653802,0.023061702,0.00000832914,0.000017845607,0.0002214954,0.000017796832,0.0000921871],"about_ca_topic_score_codex":0.08282741,"about_ca_topic_score_gemma":0.19061673,"teacher_disagreement_score":0.13166869,"about_ca_system_score_codex":0.000036537956,"about_ca_system_score_gemma":0.000007000206,"threshold_uncertainty_score":0.9232801},"labels":[],"label_agreement":null},{"id":"W1900501518","doi":"","title":"Temporal and vertical distributions of IP25 and other lipid biomarkers in sea ice from Resolute Bay, Nunavut, Canada","year":2013,"lang":"en","type":"article","venue":"PEARL (University of Plymouth)","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bay; Oceanography; Sea ice; Geology; Physical geography; Climatology; Geography","score_opus":0.006436132000570547,"score_gpt":0.16455726783276292,"score_spread":0.15812113583219237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1900501518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98724234,0.00008598201,0.000056245317,0.0005057386,0.000024626537,0.000092104376,0.00013162062,0.0000041843823,0.011857155],"genre_scores_gemma":[0.99836046,0.0000067595115,0.00046129146,0.000020508844,0.0000040737855,1.2606141e-7,0.000012735988,0.000003442846,0.0011306166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994308,0.000048713475,0.00008730273,0.00016614779,0.00012848557,0.00013855516],"domain_scores_gemma":[0.99968284,0.000048276983,0.00003897812,0.00010779324,0.0000059389668,0.00011617954],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077631594,0.00006761351,0.00012825154,0.000022828865,0.00006244319,0.000005230611,0.0001013959,0.000053745545,0.0014006974],"category_scores_gemma":[0.000010601863,0.00006959835,0.000017685466,0.00013138726,0.00028828095,0.00010723446,0.0001547517,0.00007482845,0.000012338492],"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":[0.00015117032,0.00017462356,0.96665394,0.000040701827,0.0001829963,0.000029523399,0.013911634,0.00012556756,0.011954101,0.00021019507,0.0040413244,0.0025242453],"study_design_scores_gemma":[0.0011856921,0.000063544954,0.95923495,0.0000470221,0.00005850952,0.0000024642436,0.02935739,0.008628833,0.000033130582,0.00035060354,0.00080854236,0.00022931828],"about_ca_topic_score_codex":0.98758227,"about_ca_topic_score_gemma":0.6945706,"teacher_disagreement_score":0.29301167,"about_ca_system_score_codex":0.00006799468,"about_ca_system_score_gemma":0.000025047028,"threshold_uncertainty_score":0.99951214},"labels":[],"label_agreement":null},{"id":"W2516869975","doi":"","title":"Doing Educational Research in Rural Settings: Methodological issues, international perspectives and practical solutions","year":2014,"lang":"en","type":"book-chapter","venue":"PEARL (University of Plymouth)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Sociology; Management science; Political science; Regional science; Engineering","score_opus":0.2819384694871514,"score_gpt":0.468325150299423,"score_spread":0.1863866808122716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516869975","genre_codex":"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":[0.0007702633,0.0004508365,0.00026966713,0.09497198,0.0002578035,0.00017332684,0.000025223348,0.000013343605,0.9030675],"genre_scores_gemma":[0.042532295,0.00026143246,0.010138282,0.000034889403,0.001030572,7.596114e-7,0.000024246123,0.000010658929,0.94596684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9981538,0.0006414215,0.00015106371,0.00027120407,0.00053854357,0.0002439583],"domain_scores_gemma":[0.9975941,0.0015422136,0.000187246,0.00012752152,0.000389637,0.00015926464],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027029102,0.00010221903,0.00023768026,0.00043084018,0.00046887237,0.0000560126,0.00022892992,0.00026917591,0.0015858484],"category_scores_gemma":[0.00085064286,0.0001254105,0.000077374476,0.00008992702,0.0010077092,0.00018170162,0.00018338469,0.00047591713,0.00010329326],"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":[0.000014164816,0.00002478697,0.00010484846,0.000011943179,0.000024306519,0.0000027859971,0.21309328,4.5029287e-7,0.0000023798348,0.7809398,0.0047006565,0.0010805952],"study_design_scores_gemma":[0.0001555896,0.000022897804,0.00059103104,0.000151002,0.000013583973,0.000008596374,0.7464705,0.000009291817,1.4280506e-8,0.011595663,0.24085306,0.00012878852],"about_ca_topic_score_codex":0.11165796,"about_ca_topic_score_gemma":0.00451859,"teacher_disagreement_score":0.76934415,"about_ca_system_score_codex":0.0003229697,"about_ca_system_score_gemma":0.0007196946,"threshold_uncertainty_score":0.9993268},"labels":[],"label_agreement":null},{"id":"W2790417540","doi":"10.24382/465","title":"Exploring the Teaching-research Nexus in College Based and University Higher Education","year":2018,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"London Metropolitan University; Liverpool John Moores University; University of Westminster; University of Hertfordshire; London South Bank University; University of Birmingham; University of Reading; University of Bristol; University of Nottingham; Harper Adams University; Newcastle University; University of Warwick; Keele University; University of East Anglia; Trent University; Canterbury Christ Church University; Arts University Bournemouth; Falmouth University; Bishop Grosseteste University; University of Sussex; Bath Spa University; University of Essex; University of Bedfordshire; University of Winchester; Kingston University; University of Chester; University of Exeter; Oxford Brookes University; Middlesex University; Liverpool Hope University; Leeds Trinity University; University of Southampton; Department for Business, Innovation and Skills; University of Bath; Leeds Beckett University; University of Bolton; Victoria University; University of Hull; Dysautonomia Foundation; Nottingham Trent University; Cranfield University; University of Wolverhampton; Royal College of Art; Edge Hill University; Sheffield Hallam University; University of East London; Southampton Solent University; Bucks New University; University of Greenwich; University of Salford Manchester; Aston University; University of Roehampton; St Mary's University; University of Worcester; Northumbria University; Staffordshire University; University of Northampton; University of Chichester; University of Portsmouth; Manchester Metropolitan University; University of West London; York St John University; University of Leeds; Loughborough University; University of Cumbria","keywords":"Nexus (standard); Mathematics education; Higher education; Pedagogy; Sociology; Political science; Engineering ethics; Engineering; Psychology","score_opus":0.09820218175729545,"score_gpt":0.3346513515098661,"score_spread":0.23644916975257063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790417540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":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":[0.5967181,0.00008711403,0.0000038624435,0.00243824,0.0008132102,0.00026141512,0.000017892558,0.000017817372,0.39964235],"genre_scores_gemma":[0.5487305,0.00003161192,0.00025442985,0.000018898218,0.00010602516,6.708965e-7,0.000040213043,0.0000062187373,0.45081148],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99847007,0.00041536818,0.00008608856,0.00026518825,0.0005294945,0.00023377093],"domain_scores_gemma":[0.99919516,0.0001411764,0.00013226924,0.00016808326,0.00027040756,0.00009288803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009972256,0.0000992504,0.00015105093,0.00031484498,0.0011639493,0.00002896283,0.00041859335,0.000119395954,0.00046486853],"category_scores_gemma":[0.000058248337,0.00011442098,0.000043887503,0.0005350524,0.00027533196,0.00036537845,0.00004355791,0.0003473243,0.000044067903],"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":[0.0001585356,0.000234922,0.0012761642,0.0000859283,0.000028843218,0.000007930796,0.9314997,0.000001987786,0.000016540658,0.046423413,0.012551696,0.007714331],"study_design_scores_gemma":[0.00020757108,0.000017142807,0.101005554,0.00014163194,0.000016323378,5.5059978e-8,0.8056506,0.0000041598346,4.7427525e-7,0.0003372783,0.09249861,0.000120581426],"about_ca_topic_score_codex":0.28696594,"about_ca_topic_score_gemma":0.068049386,"teacher_disagreement_score":0.21891654,"about_ca_system_score_codex":0.00044192196,"about_ca_system_score_gemma":0.0021171365,"threshold_uncertainty_score":0.94895625},"labels":[],"label_agreement":null},{"id":"W2791921699","doi":"10.5281/zenodo.1176229","title":"A Knowledge-Based, Data-Driven Method For Action-Sound Mapping","year":2017,"lang":"en","type":"preprint","venue":"PEARL (University of Plymouth)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Sound (geography); Action (physics); Acoustics","score_opus":0.15201632190412132,"score_gpt":0.3329234567672154,"score_spread":0.1809071348630941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791921699","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014243771,0.00037669647,0.975749,0.0020050008,0.00090180454,0.00035355688,0.00024873065,0.00025385144,0.01868696],"genre_scores_gemma":[0.10798646,0.000024313005,0.86525404,0.000046832225,0.00016651962,0.000003912692,0.00014479092,0.000017702743,0.026355408],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983921,0.00009971008,0.00015174989,0.0008965315,0.00017592376,0.0002839608],"domain_scores_gemma":[0.99623936,0.00028003487,0.00048172873,0.0026957022,0.0002374108,0.00006574275],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006482064,0.00023282974,0.00052606605,0.00030722094,0.0009452941,0.00009885193,0.005226471,0.0003989868,0.000018411809],"category_scores_gemma":[0.00014248885,0.00028837175,0.00022056911,0.00011155294,0.00029206148,0.00035522095,0.006397395,0.00045876924,0.000027239137],"study_design_candidate":"simulation_or_modeling","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":[0.00027117558,0.0010505873,0.0009160678,0.0045850533,0.0038088628,0.00015848399,0.32116398,0.002238893,0.00022788545,0.12831879,0.064592615,0.4726676],"study_design_scores_gemma":[0.002741357,0.000154181,0.0020644409,0.0006283047,0.000489578,0.000012948202,0.057247583,0.8122533,0.000004741745,0.08061704,0.042347595,0.001438924],"about_ca_topic_score_codex":0.008708667,"about_ca_topic_score_gemma":0.0026648887,"teacher_disagreement_score":0.8100144,"about_ca_system_score_codex":0.00008649147,"about_ca_system_score_gemma":0.000337345,"threshold_uncertainty_score":0.99995685},"labels":[],"label_agreement":null},{"id":"W2808365028","doi":"10.24382/870","title":"Exploring Privilege through the creation and Live/Digital Performance of an Alter Ego","year":2018,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Windsor","keywords":"Privilege (computing); Id, ego and super-ego; Psychology; Social psychology; Sociology; Computer science; Computer security","score_opus":0.041720703799188956,"score_gpt":0.2524138092005199,"score_spread":0.21069310540133096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808365028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6250136,0.000038486578,0.000005508814,0.000035304798,0.00014714741,0.00010239694,0.000024599065,0.000012303656,0.37462068],"genre_scores_gemma":[0.8256398,0.00012170605,0.00016411865,0.000004411293,0.00011529177,3.8557383e-7,0.000110477304,0.000007668381,0.17383616],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99924994,0.000028211603,0.00009302672,0.00017262992,0.00030873163,0.00014744341],"domain_scores_gemma":[0.9994056,0.000039241466,0.00020256983,0.00014079596,0.00015046223,0.00006132343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014015734,0.000095889336,0.00016923962,0.00005091172,0.00018298769,0.000048936454,0.0002670926,0.00008823769,0.0000973072],"category_scores_gemma":[0.000041030504,0.0000935277,0.00006354237,0.000113954135,0.00037605272,0.0017303432,0.000039306324,0.0000842506,0.000017347986],"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":[0.00008632281,0.0000424138,0.00015376693,0.00009137525,0.000029438896,0.0000015397817,0.882918,6.8517096e-7,0.00001954799,0.0009711944,0.000034476947,0.115651235],"study_design_scores_gemma":[0.00017633467,0.00017453634,0.008124461,0.00018701726,0.00005930587,4.2033622e-7,0.9811237,0.000035189576,0.000012384539,0.00009607862,0.0098721655,0.00013844582],"about_ca_topic_score_codex":0.01691713,"about_ca_topic_score_gemma":0.006619501,"teacher_disagreement_score":0.20078453,"about_ca_system_score_codex":0.00003541055,"about_ca_system_score_gemma":0.00015381383,"threshold_uncertainty_score":0.9896293},"labels":[],"label_agreement":null},{"id":"W2899000562","doi":"","title":"Generating Orchestral Sequences with Timbral Descriptors","year":2018,"lang":"en","type":"preprint","venue":"PEARL (University of Plymouth)","topic":"Music and Audio Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Speech recognition; Artificial intelligence; Natural language processing","score_opus":0.028402688982352858,"score_gpt":0.20388966474611195,"score_spread":0.1754869757637591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899000562","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43445763,0.000108747874,0.53225404,0.0007504493,0.00036845414,0.00013220699,0.0000138940795,0.0001798471,0.03173473],"genre_scores_gemma":[0.665409,0.0000023067971,0.3229889,0.00009119722,0.00017633368,2.2531363e-7,0.000012090519,0.000010787055,0.0113091385],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99853134,0.00007081797,0.0001305882,0.00059601374,0.00036820886,0.00030300298],"domain_scores_gemma":[0.9988503,0.000021245469,0.00034184777,0.00048700583,0.00017813483,0.00012150643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023746087,0.00022160729,0.00031056994,0.00013684054,0.00027601665,0.0001683046,0.001497307,0.00016927988,0.00008454555],"category_scores_gemma":[0.000011856013,0.00022907277,0.00010469294,0.0002176045,0.00036547016,0.00050074013,0.0012045566,0.00033629316,0.000026486974],"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":[0.00024958936,0.00054259755,0.006117572,0.0030141221,0.0012036811,0.001229524,0.7845076,0.020931764,0.011410305,0.011411543,0.0154076405,0.14397408],"study_design_scores_gemma":[0.004019066,0.0015553305,0.006819033,0.00536713,0.0006711869,0.00023237406,0.18078017,0.7798762,0.0008752246,0.012900051,0.0009968856,0.0059073465],"about_ca_topic_score_codex":0.015283825,"about_ca_topic_score_gemma":0.00031581803,"teacher_disagreement_score":0.75894445,"about_ca_system_score_codex":0.00007016282,"about_ca_system_score_gemma":0.00052156905,"threshold_uncertainty_score":0.99127346},"labels":[],"label_agreement":null},{"id":"W2946940851","doi":"10.13140/rg.2.2.12433.28003","title":"Use of Species Distribution Modeling in the Deep Sea","year":2019,"lang":"en","type":"article","venue":"PEARL (University of Plymouth)","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Community College; University of Ottawa; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"European Commission","keywords":"Distribution (mathematics); Geography; Environmental science; Mathematics","score_opus":0.022074733783259755,"score_gpt":0.17792424235545273,"score_spread":0.15584950857219299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946940851","genre_codex":"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":[0.97626054,0.0000040399345,0.004426601,0.00017153341,0.00001740336,0.00007938709,0.000013684224,0.0000037415648,0.019023053],"genre_scores_gemma":[0.99496514,0.0000031410107,0.00034853446,0.00001632139,0.0000028203613,4.696041e-8,0.000015850565,0.0000016663283,0.004646472],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994851,0.00006585242,0.000070711474,0.00011396417,0.00015896789,0.00010542565],"domain_scores_gemma":[0.9996799,0.000047956855,0.00006110702,0.00018903492,0.000008574061,0.000013403568],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019072619,0.000042688323,0.00010724679,0.000027008626,0.000040992723,0.000004030835,0.00026076718,0.000036023168,0.0014527598],"category_scores_gemma":[0.000019611882,0.00004102201,0.00005435778,0.0002021234,0.000117818934,0.00021041634,0.00014844383,0.0000636677,0.00016771603],"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":[0.00008547331,0.00025870994,0.65866065,0.000021580867,0.000045089237,0.0000181862,0.056796912,0.27508837,0.004881529,0.0015579334,0.00043018785,0.002155386],"study_design_scores_gemma":[0.00036935825,0.00006199733,0.34467912,0.000009614493,0.00005077924,0.0000019217252,0.12256341,0.5316085,0.000013671847,0.0002493092,0.00026141756,0.0001309122],"about_ca_topic_score_codex":0.043092933,"about_ca_topic_score_gemma":0.005861596,"teacher_disagreement_score":0.31398153,"about_ca_system_score_codex":0.000072651404,"about_ca_system_score_gemma":0.0000043478112,"threshold_uncertainty_score":0.99946004},"labels":[],"label_agreement":null},{"id":"W4206852181","doi":"","title":"i-Berlioz: Interactive Computer-Aided Orchestration with Temporal Control","year":2018,"lang":"en","type":"preprint","venue":"PEARL (University of Plymouth)","topic":"Human Motion and Animation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Orchestration; Computer science; Control (management); Human–computer interaction; Artificial intelligence","score_opus":0.00981426212599039,"score_gpt":0.17590838461833852,"score_spread":0.16609412249234812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206852181","genre_codex":"methods","genre_gemma":"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":[0.38928008,0.000016803337,0.5719982,0.00011500906,0.0003041159,0.00035097043,0.000094352436,0.00034253314,0.03749796],"genre_scores_gemma":[0.99054855,0.0000019558277,0.007222511,0.000009880592,0.00013643324,3.8294613e-7,0.00014357279,0.000019029669,0.0019176704],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931574,0.00004916979,0.00012223706,0.00021777816,0.00016746428,0.00012762049],"domain_scores_gemma":[0.99942625,0.000022865006,0.00014062818,0.00019859013,0.00014409066,0.000067599234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009443954,0.00017522348,0.0002675221,0.00016716715,0.0000701405,0.000037777812,0.00019810698,0.00015455642,0.0002885126],"category_scores_gemma":[0.0000035445526,0.00020911585,0.000087284796,0.00007318614,0.00009644804,0.00020940044,0.000074146774,0.0002968802,0.00009363259],"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":[0.002264335,0.0010783002,0.0036728203,0.0050701774,0.004683549,0.0003646614,0.5474766,0.35395613,0.007460971,0.0035797493,0.019024322,0.05136841],"study_design_scores_gemma":[0.0045017265,0.0006238002,0.028470302,0.0011721043,0.00035918833,0.00001541909,0.043529127,0.91899395,0.000041672545,0.00069799204,0.0004324246,0.0011622753],"about_ca_topic_score_codex":0.0029577091,"about_ca_topic_score_gemma":0.00051842135,"teacher_disagreement_score":0.6012685,"about_ca_system_score_codex":0.000105150044,"about_ca_system_score_gemma":0.000045900622,"threshold_uncertainty_score":0.8527497},"labels":[],"label_agreement":null},{"id":"W4287118057","doi":"10.23889/ijpds.v5i1.1362","title":"Concept libraries for automatic electronic health record based phenotyping: A review.","year":2021,"lang":"en","type":"review","venue":"PEARL (University of Plymouth)","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Resource (disambiguation); Data science; Disease; Health records; Process (computing); Reuse; Electronic health record; Medicine; Health care; Political science; Engineering","score_opus":0.037447964569957116,"score_gpt":0.3057809576412142,"score_spread":0.2683329930712571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287118057","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002365026,0.9870776,0.011061246,0.00047829704,0.00010137981,0.0005395618,0.00018506605,0.00003890879,0.0005156061],"genre_scores_gemma":[0.0000059380304,0.98259157,0.007626382,0.00024341275,0.000082223494,0.0000044190033,0.001749085,0.000027736685,0.007669232],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984784,0.0002471008,0.00029833138,0.00046567112,0.00012805764,0.00038241505],"domain_scores_gemma":[0.99877906,0.00009605403,0.00050143065,0.00043293627,0.00007533239,0.00011520481],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029362366,0.0002614241,0.0013756276,0.00006829043,0.0001375676,0.000012583035,0.0004693434,0.00033012228,0.00011098103],"category_scores_gemma":[0.00019992929,0.000270632,0.000666936,0.00019862228,0.00023700015,0.00000394857,0.00015987015,0.00019195589,0.0000067462365],"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":[0.0000072781772,0.00004585186,1.7831398e-7,0.02365947,0.00018191,0.0000023588611,0.00021734655,1.1257856e-7,0.000001657085,0.00010472125,0.015155173,0.9606239],"study_design_scores_gemma":[0.00031658498,0.00038523768,3.2521274e-7,0.017490018,0.00038601292,0.000005888412,0.0017023055,0.00004058424,3.6014967e-7,0.000018689747,0.9793923,0.00026172394],"about_ca_topic_score_codex":0.0006014997,"about_ca_topic_score_gemma":0.000082782106,"teacher_disagreement_score":0.9642371,"about_ca_system_score_codex":0.0000537626,"about_ca_system_score_gemma":0.0019842165,"threshold_uncertainty_score":0.9999746},"labels":[],"label_agreement":null},{"id":"W6888878926","doi":"10.24382/n33e-6495\">10.24382/n33e-6495</a&gt","title":"Dataset for Parsons et al 2022: U-Pb zircon geochronology from the Northern Cordillera, central Yukon, with implications for its tectonic assembly. Tectonics","year":2021,"lang":"en","type":"dataset","venue":"PEARL (University of Plymouth)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geochronology; Zircon; Tectonics; Plate tectonics; Proterozoic","score_opus":0.026264665781436575,"score_gpt":0.2571038205681381,"score_spread":0.2308391547867015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6888878926","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001061652,0.0015343813,0.003415619,0.007854834,0.00022380364,0.002599639,0.98314244,0.00008400725,0.000083631676],"genre_scores_gemma":[0.0001583132,0.00014878083,0.0025375856,0.00089180237,0.0001102735,0.000044859076,0.9951112,0.00014366911,0.0008535027],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99593824,0.00037582283,0.00042054296,0.0015715198,0.00048977433,0.001204074],"domain_scores_gemma":[0.9937722,0.0013567758,0.0011582122,0.002672564,0.00074443384,0.00029582274],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048806085,0.00076838915,0.0011815492,0.00027778337,0.0010678257,0.00011264834,0.0025618915,0.0005741552,0.0011119371],"category_scores_gemma":[0.00032859907,0.00077588507,0.00048720074,0.00064065424,0.00055636704,0.0003881116,0.0008563249,0.0009692287,0.00036121535],"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":[0.0006484823,0.0004310118,0.000024116538,0.0001083131,0.00154969,0.00002350166,0.0010081923,0.000100591256,0.0019116637,0.00003551269,0.99395835,0.00020056464],"study_design_scores_gemma":[0.003947801,0.00041808665,0.00086072594,0.00018241102,0.0024794848,0.00003432542,0.018735154,0.00029036723,0.00001906963,0.000028844446,0.9720567,0.00094705075],"about_ca_topic_score_codex":0.07683365,"about_ca_topic_score_gemma":0.27766785,"teacher_disagreement_score":0.20083418,"about_ca_system_score_codex":0.00056974887,"about_ca_system_score_gemma":0.0020820855,"threshold_uncertainty_score":0.99980116},"labels":[],"label_agreement":null},{"id":"W6945317396","doi":"10.24382/3297","title":"Disclosure in Annual Reports: An Agency Theoretic Perspective in an International Setting","year":2001,"lang":"en","type":"other","venue":"PEARL (University of Plymouth)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Agency (philosophy); Perspective (graphical); Order (exchange); Point (geometry); Investment (military)","score_opus":0.008267240349694524,"score_gpt":0.24391292434930156,"score_spread":0.23564568399960703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945317396","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.112747505,0.00015690847,0.000060049373,0.000115166884,0.00021268475,0.0004224614,0.0012853288,0.00020726395,0.8847926],"genre_scores_gemma":[0.41514894,0.000018938765,0.001327568,0.000010227777,0.00022806003,7.5409406e-7,0.00058823527,0.00046783785,0.58220947],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99734116,0.0003942846,0.0002830828,0.0009503432,0.0006125555,0.00041859446],"domain_scores_gemma":[0.9982049,0.000028972134,0.0007237757,0.00068999967,0.00018938542,0.00016295358],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068769767,0.0003745977,0.0005333418,0.0017951477,0.000062402476,0.000028819884,0.00083381846,0.00040105754,0.008495303],"category_scores_gemma":[0.00012341433,0.0004993132,0.00014546221,0.0006623256,0.000413014,0.00079197215,0.0002564072,0.00056922255,0.0001820597],"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":[0.00050447317,0.0023584762,0.107571535,0.00013556349,0.0003855218,0.012497791,0.8492917,0.00023869281,0.00031186698,0.011230521,0.013057764,0.0024161327],"study_design_scores_gemma":[0.0012913627,0.00014379482,0.043708004,0.00052532525,0.00008693901,0.00007370226,0.950572,0.00033481096,1.8046968e-7,0.0015317766,0.0010155115,0.0007165612],"about_ca_topic_score_codex":0.3752312,"about_ca_topic_score_gemma":0.12141733,"teacher_disagreement_score":0.3025832,"about_ca_system_score_codex":0.0007859096,"about_ca_system_score_gemma":0.00019235563,"threshold_uncertainty_score":0.99974585},"labels":[],"label_agreement":null},{"id":"W6980728178","doi":"","title":"CONSTRAINING THE AMOUNT OF SEA-LEVEL RISE THAT TRIGGERED THE ABRUPT CLIMATE EXCURSION 8200 YEARS AGO","year":2012,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Historical Influence and Diplomacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meltwater; Ectotherm; Limiting; Front (military); Gloom","score_opus":0.06276889387984717,"score_gpt":0.30034535987049316,"score_spread":0.23757646599064597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980728178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68791723,0.0010230156,0.000016248143,0.00036290332,0.00059661845,0.000364802,0.00023050125,0.00004157654,0.30944708],"genre_scores_gemma":[0.9632395,0.00017621371,0.00007246808,0.000022473205,0.000103443905,5.919451e-7,0.00008316233,0.000012564873,0.03628961],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982813,0.00026861852,0.0001758355,0.00020987452,0.00069266674,0.0003716801],"domain_scores_gemma":[0.99863774,0.00026576786,0.00052459975,0.00028550037,0.000162491,0.00012390065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009262556,0.00015427818,0.00032072712,0.00010945844,0.0009300398,0.00002685918,0.00077684264,0.00026444328,0.0005497507],"category_scores_gemma":[0.000107657965,0.00012906003,0.00026318236,0.0003351596,0.00079739443,0.00028236132,0.00005963376,0.00031276525,0.00009015624],"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":[0.00021806493,0.0000993579,0.002396432,0.00009611554,0.00010079438,0.000015840396,0.9618146,0.000004739107,0.00030876364,0.006322577,0.0019950515,0.02662769],"study_design_scores_gemma":[0.00037590083,0.000029427916,0.052164294,0.00015594029,0.00025179595,6.487812e-7,0.9398121,0.0000105548625,0.0000052039677,0.00019342497,0.006785401,0.00021526492],"about_ca_topic_score_codex":0.21568248,"about_ca_topic_score_gemma":0.016686263,"teacher_disagreement_score":0.2753222,"about_ca_system_score_codex":0.00014477994,"about_ca_system_score_gemma":0.0003071363,"threshold_uncertainty_score":0.9311326},"labels":[],"label_agreement":null},{"id":"W6990318222","doi":"","title":"Development of a barcoding database for the UK Collembola: early results","year":2016,"lang":"en","type":"article","venue":"PEARL (University of Plymouth)","topic":"Collembola Taxonomy and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Taxonomy (biology); DNA barcoding; Identity (music); Species identification; Barcode","score_opus":0.044973520280413536,"score_gpt":0.1931008380026049,"score_spread":0.14812731772219137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990318222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914032,0.000056223318,0.00023950794,0.0022236463,0.000056739595,0.00025066655,0.00040509365,0.000012693399,0.00535218],"genre_scores_gemma":[0.9885403,0.000010373098,0.0017956282,0.0000116224255,0.000027188156,0.0000013949175,0.0000076282627,3.1872966e-7,0.009605569],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994494,0.00002118927,0.00012316639,0.00015997655,0.00008845396,0.00015785673],"domain_scores_gemma":[0.9990871,0.0006130968,0.00012873171,0.000056787336,0.0000794831,0.000034801644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032003934,0.00006663311,0.00014947438,0.000012182487,0.0005079995,0.0000040538284,0.00026879867,0.0000377721,0.0001739569],"category_scores_gemma":[0.00008034071,0.000023988108,0.00007440012,0.000120331664,0.00014187871,0.000071934955,0.00019110288,0.000028049088,0.000010829178],"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":[0.0048317057,0.00050972204,0.028276365,0.00009726456,0.0010150274,0.00001484502,0.08501356,0.0000035451678,0.29304338,0.0031121215,0.01724829,0.56683415],"study_design_scores_gemma":[0.0032005138,0.00046876058,0.5962218,0.00016063273,0.00014508067,0.0000018816064,0.35036668,0.00003856122,0.0006203385,0.0001358952,0.04822352,0.00041635268],"about_ca_topic_score_codex":0.0036063192,"about_ca_topic_score_gemma":0.012281334,"teacher_disagreement_score":0.5679454,"about_ca_system_score_codex":0.000020857095,"about_ca_system_score_gemma":0.000021331469,"threshold_uncertainty_score":0.6853273},"labels":[],"label_agreement":null},{"id":"W7000866690","doi":"","title":"HIGH-FREQUENCY SEISMIC REFLECTION SURVEYING FROM AN ICE ISLAND IN THE CANADIAN HIGH ARCTIC","year":2013,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Iceberg; Reflection (computer programming); Hydrophone; Arctic; Hammer; Window (computing); The arctic; Excavation; Wavelet","score_opus":0.013536997906265542,"score_gpt":0.19767671470422965,"score_spread":0.18413971679796412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000866690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851217,0.00021670658,0.000013196896,0.000276998,0.00030921077,0.00014211982,0.0008573369,0.000010815319,0.013051862],"genre_scores_gemma":[0.9720196,0.000036657482,0.00015006794,0.00009139286,0.00009162748,8.432313e-8,0.016231101,0.0000052417654,0.011374191],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986203,0.00030724736,0.00014886947,0.00034745104,0.00030351095,0.0002726217],"domain_scores_gemma":[0.9992045,0.000112018875,0.00019476606,0.00027718226,0.00007683403,0.00013470034],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035607506,0.00018107657,0.00030272952,0.00036106125,0.00039850394,0.00008863642,0.0005091136,0.00023165147,0.0046237684],"category_scores_gemma":[0.000022639804,0.00016783006,0.00009586196,0.00042752188,0.000048521662,0.00035298604,0.000004261133,0.00034264705,0.00017442107],"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":[0.0007339197,0.0002365829,0.5014362,0.00075961655,0.0014088141,0.0011923327,0.37267184,0.02037661,0.00030996025,0.0006893631,0.0030626701,0.09712211],"study_design_scores_gemma":[0.00031621486,0.000091940026,0.87628365,0.00007344872,0.00021624801,0.0000021462386,0.11399294,0.0073707835,4.2332562e-7,0.0013004715,0.000057314748,0.0002944375],"about_ca_topic_score_codex":0.99987066,"about_ca_topic_score_gemma":0.9993032,"teacher_disagreement_score":0.37484747,"about_ca_system_score_codex":0.000044868862,"about_ca_system_score_gemma":0.00020499551,"threshold_uncertainty_score":0.99628615},"labels":[],"label_agreement":null},{"id":"W7002092912","doi":"","title":"The McGill Face Database: A Novel Database of Facial Expressions of Mental States","year":2019,"lang":"en","type":"other","venue":"PEARL (University of Plymouth)","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Facial expression; Facial recognition system; Feature (linguistics)","score_opus":0.023428611344980636,"score_gpt":0.20971438474057283,"score_spread":0.18628577339559219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002092912","genre_codex":"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":[0.00019282204,0.0018095652,0.000025283838,0.00022395761,0.00041177636,0.00031431395,0.09080898,0.000029092265,0.9061842],"genre_scores_gemma":[0.0036370168,0.00016643111,0.00013294173,0.000016750702,0.00010208546,3.243449e-7,0.000819148,0.000040797902,0.9950845],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921036,0.00003024332,0.00013408788,0.00020386676,0.00027000275,0.00015146857],"domain_scores_gemma":[0.99909973,0.00004743394,0.0003618085,0.00036629004,0.000090280315,0.000034455814],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006932677,0.00018015956,0.00035369137,0.00008691019,0.00030731066,0.000010544018,0.0004008333,0.000066679575,0.0017642634],"category_scores_gemma":[0.000009930298,0.00013379098,0.0001407398,0.000035869212,0.00054068334,0.00013280551,0.0003525515,0.00013870439,0.00003148704],"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":[0.000093910545,0.0001601099,0.0000024488354,0.00036941955,0.00048337533,0.0000029415432,0.23085856,4.2930031e-7,0.0016064721,0.022288596,0.74385977,0.00027393724],"study_design_scores_gemma":[0.00039736478,0.000033581186,0.0000023736006,0.00036144716,0.00010042733,2.5764697e-7,0.328224,0.0000028519153,0.00000881443,0.000009746339,0.67074424,0.00011488009],"about_ca_topic_score_codex":0.038315512,"about_ca_topic_score_gemma":0.00953432,"teacher_disagreement_score":0.09736543,"about_ca_system_score_codex":0.000010627784,"about_ca_system_score_gemma":0.000026638601,"threshold_uncertainty_score":0.99914825},"labels":[],"label_agreement":null},{"id":"W7006469728","doi":"","title":"TRACE METALS IN DUSTS AND SEDIMENTS AROUND A BOATYARD IN PLYMOUTH ESTUARY","year":2012,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Estuary; Contamination; Trace metal; Biofouling; Sediment; Fouling; Tailings; Bioindicator; Pollution; Total organic carbon","score_opus":0.01681669346885509,"score_gpt":0.22993312818456887,"score_spread":0.2131164347157138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006469728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93509704,0.0025124378,0.0000019791996,0.00023404883,0.0001505048,0.0004378245,0.000058108664,0.000023360095,0.061484702],"genre_scores_gemma":[0.93738127,0.0001378662,0.00007841256,0.000050731993,0.000043576936,9.837945e-7,0.00034601253,0.000018473305,0.06194268],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99863344,0.000089758185,0.00023086602,0.0003944031,0.00032305633,0.00032849092],"domain_scores_gemma":[0.99933696,0.000084037776,0.00019158439,0.000169877,0.000040112052,0.0001774538],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021272124,0.00025484,0.00067081465,0.00045789126,0.0000473472,0.0000068880718,0.00014155093,0.00038430982,0.0002599489],"category_scores_gemma":[0.000056575078,0.0002755056,0.000140683,0.00037845926,0.00008973488,0.00017739135,0.000055927452,0.000518664,0.00003625345],"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":[0.020770753,0.007538037,0.39056373,0.00800594,0.001159933,0.003950565,0.5151743,0.000057315247,0.0053484756,0.000634599,0.0020334655,0.044762854],"study_design_scores_gemma":[0.0033421484,0.00030209028,0.8187777,0.00017304996,0.00042116677,0.000010679814,0.17634714,0.00007582087,0.0000015849859,0.00014388257,0.00009690255,0.000307837],"about_ca_topic_score_codex":0.04622015,"about_ca_topic_score_gemma":0.004801135,"teacher_disagreement_score":0.42821398,"about_ca_system_score_codex":0.000051254854,"about_ca_system_score_gemma":0.00008712793,"threshold_uncertainty_score":0.9999697},"labels":[],"label_agreement":null},{"id":"W7009595476","doi":"","title":"EMDL European Mobile Dome Lab for Artistic Research.","year":2023,"lang":"en","type":"other","venue":"PEARL (University of Plymouth)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cultural exchange; Dome (geology); Mobile technology; Study abroad; Grammar; Movie theater","score_opus":0.07300586363949284,"score_gpt":0.30596819387049606,"score_spread":0.2329623302310032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009595476","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029409528,0.00030015525,0.0003276662,0.000057558165,0.00026678166,0.0012694809,0.0054168142,0.0014933344,0.9905741],"genre_scores_gemma":[0.003326926,0.000021429852,0.0011330278,0.0000043838045,0.00032611133,0.000002719964,0.00025749128,0.0023744183,0.9925535],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688435,0.0005580697,0.0001755938,0.00077484717,0.00083204574,0.00077512243],"domain_scores_gemma":[0.9978446,0.00034426403,0.00033755647,0.00092201756,0.00028087615,0.0002707071],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017153918,0.00032996282,0.00059239403,0.0014894817,0.00030038567,0.00003866352,0.0011919304,0.00025769233,0.005503847],"category_scores_gemma":[0.00028638917,0.0004415292,0.00030069362,0.0009555935,0.0007486734,0.00010918321,0.0006853562,0.0004985679,0.05826332],"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":[0.00015042884,0.00013706197,0.000011352801,0.00035265536,0.00027631808,0.00029173418,0.011252232,0.000011018535,0.00033442475,0.00090086047,0.98435223,0.0019296821],"study_design_scores_gemma":[0.0032066938,0.0005036118,0.00042499547,0.0009941886,0.00037490443,0.000006229133,0.16133992,0.00020623425,8.3353154e-7,0.00036278385,0.8315843,0.0009952963],"about_ca_topic_score_codex":0.106472686,"about_ca_topic_score_gemma":0.015095468,"teacher_disagreement_score":0.15276793,"about_ca_system_score_codex":0.00026589417,"about_ca_system_score_gemma":0.00014906714,"threshold_uncertainty_score":0.99980366},"labels":[],"label_agreement":null},{"id":"W7025251217","doi":"","title":"Visual Culture in Translation : The Reception of the Benin Bronzes on the Verge of Modernity","year":2012,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Limits and Structures in Graph Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Modernity; Visual culture; Punitive damages; Ethnography; German; Reputation; Quarter (Canadian coin); Period (music); Panorama","score_opus":0.034939374772527815,"score_gpt":0.26180448083742286,"score_spread":0.22686510606489504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025251217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96925443,0.00016609879,0.0000516857,0.00010380403,0.00022482299,0.0003585971,0.00007644789,0.000008270333,0.029755821],"genre_scores_gemma":[0.99083215,0.000018434092,0.00011817275,0.0000054768093,0.00003022449,4.3675698e-7,0.000048321286,0.000012471357,0.008934325],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99885803,0.00030431198,0.00020370021,0.00013268525,0.00037960557,0.0001216437],"domain_scores_gemma":[0.9987497,0.00027314766,0.0005191125,0.0003371115,0.00010359635,0.000017366718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004539239,0.00015380644,0.00027244375,0.00008245647,0.00023128705,0.0000039623787,0.000497668,0.00025703295,0.0002259252],"category_scores_gemma":[0.00007811617,0.0000897941,0.00025550308,0.0001966486,0.0001739449,0.00008259552,0.00004310592,0.00038920032,0.0000011961769],"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":[0.00093124754,0.00030030278,0.000542003,0.000659987,0.0002337271,4.502521e-7,0.8579146,0.00007951086,0.0048426157,0.12549016,0.0005653361,0.0084400205],"study_design_scores_gemma":[0.0012825191,0.0002057081,0.10189039,0.00096694415,0.0008468821,0.0000014090122,0.7233372,0.0007278968,0.0008750117,0.16928767,0.00012932425,0.00044909678],"about_ca_topic_score_codex":0.003025258,"about_ca_topic_score_gemma":0.004043211,"teacher_disagreement_score":0.13457748,"about_ca_system_score_codex":0.000029131801,"about_ca_system_score_gemma":0.000034017314,"threshold_uncertainty_score":0.45733052},"labels":[],"label_agreement":null},{"id":"W7032775050","doi":"","title":"The occurrence of the North Pacific diatom Neodenticula seminae in the North Atlantic during the Pleistocene with a correlation to planktonic foraminifera at ODP Site 983.","year":2010,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foraminifera; Plankton; Pleistocene; Diatom; Arctic; Archipelago; Latitude","score_opus":0.005245331202585151,"score_gpt":0.16787458138538552,"score_spread":0.16262925018280036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032775050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938201,0.00010842425,7.009436e-7,0.0006008701,0.00017554822,0.0007816063,0.00025135803,0.000013633061,0.004247796],"genre_scores_gemma":[0.9955191,0.00003557156,0.000004484418,0.0000117682275,0.000039790048,0.0000044072913,0.00034349275,0.0000017419228,0.0040396545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852777,0.00013769638,0.00020245659,0.0003236501,0.00052062736,0.00028779032],"domain_scores_gemma":[0.9987285,0.0004028751,0.00042970735,0.00024321317,0.00015352412,0.00004214764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020337469,0.00023293111,0.00027210958,0.000028865008,0.0012055218,0.000056901285,0.0009387638,0.00010952895,0.000028497334],"category_scores_gemma":[0.000046221332,0.00007511467,0.00016428412,0.00067834137,0.00022202358,0.000087001594,0.00020581872,0.0004318527,0.00001302057],"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":[0.00071257824,0.00008942314,0.88720214,0.00008319195,0.00008031083,0.000015810288,0.09833857,0.00013504381,0.000207013,0.000012818852,0.00009058859,0.013032518],"study_design_scores_gemma":[0.00015957124,0.000105509156,0.9169697,0.00009558185,0.000090561705,0.0000054803154,0.08226256,0.00006201583,0.0000023429122,0.000004202468,0.00009182151,0.000150645],"about_ca_topic_score_codex":0.02705408,"about_ca_topic_score_gemma":0.8034349,"teacher_disagreement_score":0.77638084,"about_ca_system_score_codex":0.00006762671,"about_ca_system_score_gemma":0.000033939836,"threshold_uncertainty_score":0.97942483},"labels":[],"label_agreement":null},{"id":"W7043882679","doi":"","title":"Teaching and Learning through the\\nNikkei Memory Capture Project:\\nRepresentations of Japanese Canadians in Southern Alberta","year":2024,"lang":"en","type":"other","venue":"PEARL (University of Plymouth)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.013086397727891554,"score_gpt":0.23110100827949367,"score_spread":0.21801461055160212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043882679","genre_codex":"other","genre_gemma":"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":[0.0057337186,0.0014458792,0.000006595182,0.00036288623,0.0000703968,0.0005932768,0.000799063,0.00010320956,0.99088496],"genre_scores_gemma":[0.041609578,0.0000014917935,0.00034754723,0.0000140264265,0.000059768594,0.0000011067314,0.00009497244,0.00041101352,0.9574605],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99792445,0.0005958441,0.00019304412,0.000560838,0.00037035253,0.00035545244],"domain_scores_gemma":[0.99879146,0.00020918126,0.00040159223,0.0004722399,0.00004326018,0.00008227861],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039985063,0.0003358216,0.0005374602,0.0007306914,0.00019907553,0.00002856868,0.0005370386,0.00033164432,0.0007430907],"category_scores_gemma":[0.00015088648,0.00034724662,0.00016394063,0.00049979764,0.00052398077,0.0001419397,0.0002755091,0.0013672333,0.00048049257],"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":[0.000031556425,0.000038374244,0.00001925416,0.00031609062,0.000247978,0.00005587397,0.9832427,0.00007060371,0.00012678515,0.00017707027,0.015516671,0.00015703223],"study_design_scores_gemma":[0.0004459171,0.000020740397,0.000011907012,0.00055997644,0.00031072725,0.000014943478,0.99630725,0.00022118706,1.1953542e-8,0.00004846969,0.0017566322,0.00030224994],"about_ca_topic_score_codex":0.99990803,"about_ca_topic_score_gemma":0.9693605,"teacher_disagreement_score":0.03587586,"about_ca_system_score_codex":0.00016355736,"about_ca_system_score_gemma":0.00026215744,"threshold_uncertainty_score":0.99989796},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"low"}],"label_agreement":"agree"},{"id":"W7060013969","doi":"","title":"PORT STATE CONTROL","year":2012,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Port (circuit theory); Control (management); State (computer science); Order (exchange); On board; Training (meteorology)","score_opus":0.006363449013748946,"score_gpt":0.20877781671614676,"score_spread":0.20241436770239782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060013969","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17663027,0.000065127,0.00029809983,0.00011194785,0.00015648936,0.0002977368,0.00022960277,0.000016759494,0.822194],"genre_scores_gemma":[0.45355225,0.0000010213212,0.000062518055,0.0000021588403,0.000046412413,4.2912856e-7,0.0004908933,0.0000084228495,0.5458359],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99899954,0.000041234995,0.00012937817,0.00020518046,0.00035462447,0.0002700329],"domain_scores_gemma":[0.99918926,0.000035016983,0.00022314362,0.00024613948,0.00017017096,0.00013625121],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014436217,0.00015683417,0.00028492842,0.00015203819,0.000109716384,0.000013440974,0.00030438442,0.00006556437,0.28363597],"category_scores_gemma":[0.0000028788852,0.00019697541,0.0001684674,0.00011021876,0.000044031567,0.000034526638,0.000048281334,0.00022323155,0.00031707817],"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":[0.0005501948,0.00049181527,0.005198428,0.00029789816,0.0006214246,0.000020603607,0.053702097,0.000004369564,0.005050287,0.0020929452,0.01619761,0.9157723],"study_design_scores_gemma":[0.0063518235,0.00024289927,0.17593518,0.00023830982,0.000834638,5.522111e-7,0.77147824,0.00044942333,0.000052317893,0.00045291535,0.042686947,0.0012767427],"about_ca_topic_score_codex":0.19688416,"about_ca_topic_score_gemma":0.0030321963,"teacher_disagreement_score":0.9144956,"about_ca_system_score_codex":0.000007763988,"about_ca_system_score_gemma":0.00016832225,"threshold_uncertainty_score":0.8084639},"labels":[],"label_agreement":null},{"id":"W7061373646","doi":"","title":"Resource Based Learning: some approaches in Devon Secondary Schools","year":2013,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Resource (disambiguation); Curriculum; Principal (computer security); Quarter (Canadian coin); Resource management (computing)","score_opus":0.014236548628549707,"score_gpt":0.17764147493718194,"score_spread":0.16340492630863224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061373646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8403855,0.002434202,0.004910443,0.00017048403,0.00034281163,0.0006987164,0.000079065714,0.0014389707,0.14953983],"genre_scores_gemma":[0.83327866,0.00004094039,0.012197899,0.000010109371,0.000049790753,0.000004737748,0.002262656,0.0001041777,0.15205106],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.9991068,0.00003505625,0.0001644117,0.00027670033,0.00018501203,0.00023200117],"domain_scores_gemma":[0.99948037,0.000030191995,0.00012613212,0.00027206237,0.000040402752,0.000050858453],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008605107,0.00023340785,0.00033408226,0.0005364865,0.000081652324,0.000020334737,0.0003745337,0.00043381954,0.00030943705],"category_scores_gemma":[0.00004328911,0.00033038048,0.000093990835,0.00025293874,0.000044063814,0.00033040956,0.000037703503,0.0009838436,0.000104135775],"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":[0.00038173175,0.0002777977,0.00081597466,0.004515582,0.0005133213,0.00014060816,0.0939527,0.6784387,0.028217478,0.0057677226,0.014567546,0.17241082],"study_design_scores_gemma":[0.0022233932,0.00015081814,0.0044961968,0.0005663982,0.00011211008,0.0000018546298,0.91029936,0.06823388,0.0025006586,0.0009880604,0.008772705,0.0016545769],"about_ca_topic_score_codex":0.0017530387,"about_ca_topic_score_gemma":0.0006519962,"teacher_disagreement_score":0.81634665,"about_ca_system_score_codex":0.00013895257,"about_ca_system_score_gemma":0.000079579135,"threshold_uncertainty_score":0.9999148},"labels":[],"label_agreement":null}]}