{"meta":{"query_hash":"6c16d2f04e8b","filters":{"venue":"Coventry University Open Collections (Coventry university)"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"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/6c16d2f04e8b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Coventry+University+Open+Collections+%28Coventry+university%29"},"results":[{"id":"W184911756","doi":"","title":"Creative Canada: on the trail of Richard Florida’s creative professionals","year":2011,"lang":"en","type":"book-chapter","venue":"Coventry University Open Collections (Coventry university)","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":"Creative class; Sustainability; Creative city; Agency (philosophy); Appeal; Sociology; Political science; Geography; Creativity; Economic growth; Public relations; Social science; Law","score_opus":0.06882958233616211,"score_gpt":0.24136301495634252,"score_spread":0.1725334326201804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W184911756","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":[0.00018097112,0.00004068196,0.000049439866,0.002891078,0.00060588546,0.0015343858,0.0007177714,0.00003621306,0.9939436],"genre_scores_gemma":[0.0021501635,0.00050259155,0.00002825825,0.0001515045,0.00009750709,9.93443e-7,0.000064605425,0.000022142875,0.9969822],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778146,0.00030258263,0.00026899896,0.00058263517,0.0006340413,0.00043028608],"domain_scores_gemma":[0.9976762,0.0003559743,0.0006134329,0.00039575467,0.000672825,0.00028581457],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026526302,0.00040692202,0.00059329177,0.0003299244,0.0051352037,0.000114208044,0.0016235322,0.0004680607,0.017262504],"category_scores_gemma":[0.00010773849,0.00039031362,0.00027405666,0.00090545876,0.0006584631,0.0003088037,0.0006390715,0.00074137293,0.000030147094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0003686906,0.00008614639,0.000035079644,0.000010364851,0.0005327789,0.00016564214,0.0017821917,0.000017552775,5.942263e-7,0.36704856,0.62976253,0.00018985187],"study_design_scores_gemma":[0.0006386042,0.000111009,0.00013298875,0.00036491323,0.0002705767,0.00000196837,0.032327823,0.0000024949886,0.000029256988,0.0012325129,0.9644494,0.00043845727],"about_ca_topic_score_codex":0.572785,"about_ca_topic_score_gemma":0.66708565,"teacher_disagreement_score":0.36581606,"about_ca_system_score_codex":0.004074036,"about_ca_system_score_gemma":0.008789173,"threshold_uncertainty_score":0.99985486},"labels":[],"label_agreement":null},{"id":"W2743721906","doi":"","title":"Prisoners and the right to vote: the decision in Hirst v United Kingdom (No 2)","year":2004,"lang":"en","type":"article","venue":"Coventry University Open Collections (Coventry university)","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":"Kingdom; Political science; Law","score_opus":0.019154921049012397,"score_gpt":0.2620243416128441,"score_spread":0.2428694205638317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743721906","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":[0.62539667,0.000078650875,0.043162458,0.018601075,0.0014161706,0.003422105,0.00006874316,0.00017664353,0.30767748],"genre_scores_gemma":[0.85030526,0.0007300552,0.0007629006,0.00066565204,0.00012973705,0.0000023505693,0.00001429734,0.000018063583,0.14737171],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833,0.00043850832,0.00015756341,0.0004058332,0.0003002859,0.0003677847],"domain_scores_gemma":[0.99853754,0.0005483022,0.00011419388,0.00035693354,0.00024584366,0.00019717953],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005883346,0.00016373802,0.00024691955,0.00084185385,0.0071107177,0.00048252923,0.0011520562,0.00012471904,0.00012895107],"category_scores_gemma":[0.00029840902,0.00014244877,0.00015139747,0.00847307,0.00056493306,0.0004843078,0.0005924411,0.0003363639,0.00003331631],"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":[0.009276077,0.0014193547,0.005772177,0.0000399826,0.0007858139,0.001130704,0.03884958,0.088011965,0.000033970708,0.80209744,0.047762662,0.0048202635],"study_design_scores_gemma":[0.0034144463,0.00006270688,0.00043528847,0.000078695026,0.00038256453,0.000007571992,0.1488247,0.0005442092,0.000005502317,0.00050146907,0.8455121,0.00023077763],"about_ca_topic_score_codex":0.15962245,"about_ca_topic_score_gemma":0.2721316,"teacher_disagreement_score":0.801596,"about_ca_system_score_codex":0.0013988743,"about_ca_system_score_gemma":0.0006007683,"threshold_uncertainty_score":0.9941819},"labels":[],"label_agreement":null},{"id":"W2756546998","doi":"10.4324/9780203807866","title":"The impact of the recession on businesses","year":2011,"lang":"en","type":"book","venue":"Coventry University Open Collections (Coventry university)","topic":"Regional Development and Policy","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":"Recession; Business; Economics; Keynesian economics","score_opus":0.04519850591028271,"score_gpt":0.28332134374164053,"score_spread":0.23812283783135782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756546998","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":[0.00042078772,0.000048228812,0.00003038581,0.0007763517,0.0008241134,0.0009838563,0.00013662942,0.00004135834,0.9967383],"genre_scores_gemma":[0.0019389753,0.0025577089,0.000016412368,0.000034164248,0.0001416275,3.404858e-7,0.000027911488,0.000020706937,0.99526215],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795663,0.0005231145,0.0001981792,0.00041430033,0.00047502015,0.00043273717],"domain_scores_gemma":[0.9976783,0.000499786,0.00059396046,0.00060133875,0.00044147938,0.00018514402],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00032466077,0.00031507504,0.00037438967,0.00044657718,0.009181303,0.0002569498,0.003106489,0.00043158722,0.0008467531],"category_scores_gemma":[0.00014408445,0.0002458571,0.0005612193,0.002640004,0.0009533858,0.00039897958,0.00094994134,0.0005275247,0.000055345765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006631517,0.0001642243,0.00060351915,0.00001727224,0.00041820356,0.0000425289,0.0009684675,0.00015756086,0.0000016485262,0.21676451,0.7797605,0.00043845148],"study_design_scores_gemma":[0.0006243912,0.0000799,0.0013255527,0.00029525216,0.0001390685,0.000002436892,0.0014801315,0.0000058111655,0.0000057999737,0.0034783857,0.9922707,0.00029255977],"about_ca_topic_score_codex":0.014048977,"about_ca_topic_score_gemma":0.0069046365,"teacher_disagreement_score":0.21328613,"about_ca_system_score_codex":0.0031230638,"about_ca_system_score_gemma":0.008603321,"threshold_uncertainty_score":0.99999934},"labels":[],"label_agreement":null},{"id":"W6980409338","doi":"","title":"Canada's entrepreneurs: from the fur trade to the 1929 stock market crash: portraits from the dictionary of Canadian biography","year":2011,"lang":"en","type":"book","venue":"Coventry University Open Collections (Coventry university)","topic":"Vitamin D Research Studies","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":"Portrait; Biography; Fur trade; Quarter (Canadian coin); Empire; Business history","score_opus":0.0247517724631592,"score_gpt":0.20480621263264007,"score_spread":0.18005444016948086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980409338","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":[0.002066987,0.00084642257,0.00013428676,0.0302073,0.0013313584,0.005386943,0.027118731,0.00007556889,0.9328324],"genre_scores_gemma":[0.013456126,0.0019091278,0.00006488545,0.00125372,0.0003702894,0.000004370658,0.000790473,0.00006237774,0.9820886],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965258,0.00053409935,0.00036005155,0.0009616567,0.00086743594,0.0007509287],"domain_scores_gemma":[0.9956886,0.0012201129,0.00038587552,0.0016030254,0.00037735715,0.00072498334],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026400227,0.0005823318,0.0007932136,0.001179743,0.0042684707,0.0001383628,0.0031455748,0.0003823372,0.0027175026],"category_scores_gemma":[0.0001776825,0.0004491999,0.0005766153,0.0045464765,0.00066594186,0.00020095268,0.0014479113,0.0012900898,0.000016251066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000584906,0.00014543315,0.012971194,0.0000230686,0.0029536553,0.0009444443,0.00043933006,0.000075001335,0.0000041332046,0.000608897,0.9809903,0.0002596472],"study_design_scores_gemma":[0.0014656743,0.00015393905,0.116791986,0.00035808218,0.0014899888,0.000022753024,0.005106368,0.000034464294,0.000007659789,0.00009815509,0.8741018,0.00036913657],"about_ca_topic_score_codex":0.97079647,"about_ca_topic_score_gemma":0.99180126,"teacher_disagreement_score":0.106888495,"about_ca_system_score_codex":0.0031861688,"about_ca_system_score_gemma":0.016347734,"threshold_uncertainty_score":0.999796},"labels":[],"label_agreement":null},{"id":"W6991650203","doi":"","title":"Implementation of geotechnical and vegetation modules inTELEMAC to simulatethe dynamics of vegetated alluvial floodplains","year":2014,"lang":"en","type":"other","venue":"Coventry University Open Collections (Coventry university)","topic":"Hydrology and Sediment Transport Processes","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":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Mass wasting; Floodplain; Vegetation (pathology); Channel (broadcasting); Flow (mathematics); Aggradation; Hydrology (agriculture); Block (permutation group theory); Sediment; Alluvium","score_opus":0.006654683679757187,"score_gpt":0.21845142850565097,"score_spread":0.21179674482589378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991650203","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":[0.170831,0.000066197266,0.07534082,0.00050076045,0.00049735885,0.0037321243,0.00086183345,0.00023780274,0.7479321],"genre_scores_gemma":[0.6782007,0.00021976815,0.00091728865,0.00004602986,0.000018731487,7.8263884e-7,0.00021878669,0.000069797745,0.32030806],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987107,0.00013879621,0.00023033713,0.00048151283,0.00020545411,0.00023321157],"domain_scores_gemma":[0.9991416,0.00007138857,0.00033462254,0.00027421044,0.000037373455,0.00014085452],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014109208,0.00023760427,0.00043537642,0.000494952,0.0003586054,0.000022062606,0.0006341798,0.00031547685,0.003283096],"category_scores_gemma":[0.000014935511,0.00030448794,0.00009931654,0.0012521464,0.000317123,0.00020169311,0.00048008637,0.00020066525,0.000030143603],"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":[0.0065353923,0.004673369,0.094131075,0.0029936617,0.0056658047,0.0007608897,0.004606157,0.5198744,0.0020743657,0.051209975,0.29392532,0.013549611],"study_design_scores_gemma":[0.007367396,0.0013276685,0.008403536,0.0005547902,0.0015194122,0.000017916189,0.003216438,0.026903795,0.0009787952,0.0004586582,0.9479363,0.001315272],"about_ca_topic_score_codex":0.0044739526,"about_ca_topic_score_gemma":0.023339419,"teacher_disagreement_score":0.654011,"about_ca_system_score_codex":0.00034128304,"about_ca_system_score_gemma":0.00007974568,"threshold_uncertainty_score":0.9999407},"labels":[],"label_agreement":null},{"id":"W6995684783","doi":"","title":"Perinatal trauma with and without loss experiences","year":2016,"lang":"en","type":"article","venue":"Coventry University Open Collections (Coventry university)","topic":"Grief, Bereavement, and Mental Health","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":"Mental health; Birth trauma; Agoraphobia; Mental illness; Psychological trauma; Risk factor; Social support","score_opus":0.025047936842239413,"score_gpt":0.2725895824467682,"score_spread":0.24754164560452876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995684783","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":[0.7447647,0.000038321577,0.002824456,0.0004501408,0.0004525262,0.00081010995,0.0001375741,0.00010325777,0.25041893],"genre_scores_gemma":[0.6499125,0.000083203086,0.00019004916,0.000062773026,0.000029676085,0.0000018955321,0.0000074331824,0.000014907164,0.3496976],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982129,0.00019853048,0.00014151452,0.000722113,0.00019535549,0.00052958395],"domain_scores_gemma":[0.9988773,0.00007985351,0.00015534248,0.00041178952,0.00009480058,0.00038092185],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011299145,0.0002663549,0.00031014156,0.00037991055,0.0020202352,0.00012608584,0.0006603926,0.00014442696,0.002359909],"category_scores_gemma":[0.000007267771,0.00024367298,0.00008058534,0.001175928,0.00052393595,0.00072568416,0.00040789807,0.00016920803,0.00005969598],"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":[0.026319357,0.004853163,0.53126836,0.00037031673,0.0028130864,0.0063142166,0.03792563,0.000033982295,0.00044914617,0.30660427,0.06639786,0.016650606],"study_design_scores_gemma":[0.019095276,0.0019387687,0.02546704,0.00034978232,0.00028602107,0.0005494687,0.17520924,0.000021468866,0.00035876938,0.00016039493,0.7755251,0.001038662],"about_ca_topic_score_codex":0.0021293496,"about_ca_topic_score_gemma":0.00153669,"teacher_disagreement_score":0.70912725,"about_ca_system_score_codex":0.0006325575,"about_ca_system_score_gemma":0.00024457392,"threshold_uncertainty_score":0.999279},"labels":[],"label_agreement":null},{"id":"W7025107659","doi":"","title":"Too little to late: responses to the HIV/AIDS epidemics in sub-Saharan Africa","year":2007,"lang":"en","type":"article","venue":"Coventry University Open Collections (Coventry university)","topic":"Quantum and electron transport phenomena","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":"Pandemic; Quarter (Canadian coin); Human immunodeficiency virus (HIV); Coronavirus disease 2019 (COVID-19); Population; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak","score_opus":0.016350223019508302,"score_gpt":0.22278737785271904,"score_spread":0.20643715483321073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025107659","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":[0.4875477,0.000105831314,0.11796993,0.0034356827,0.00058662967,0.0028224573,0.0009565366,0.00014460844,0.38643062],"genre_scores_gemma":[0.59807485,0.000055745782,0.0006441784,0.00023741079,0.00010390029,0.0000017085118,0.00007542677,0.000029714583,0.40077704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979833,0.00020325759,0.00025595253,0.00057769404,0.0002063275,0.0007734979],"domain_scores_gemma":[0.9985792,0.0002811817,0.000105212974,0.00051629194,0.00012244006,0.00039569478],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005958962,0.00027500975,0.0003527666,0.00082298566,0.0015936309,0.00016356992,0.0012635542,0.000103447055,0.0005569922],"category_scores_gemma":[0.000023499228,0.00031240325,0.00018748363,0.0052496702,0.000076950026,0.00042665712,0.0004125924,0.00043986223,0.00024353665],"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":[0.013414116,0.0026485112,0.13852258,0.00005165503,0.0009604608,0.0009912293,0.005178896,0.027341789,0.0018370998,0.1609201,0.64321905,0.004914492],"study_design_scores_gemma":[0.0016025453,0.00021017708,0.006025948,0.00004719816,0.00009361708,0.0000023600578,0.003829102,0.00016633449,0.00033423456,0.00044546177,0.9868166,0.00042646195],"about_ca_topic_score_codex":0.0014386593,"about_ca_topic_score_gemma":0.0013777884,"teacher_disagreement_score":0.3435975,"about_ca_system_score_codex":0.00074340135,"about_ca_system_score_gemma":0.00042110647,"threshold_uncertainty_score":0.9999328},"labels":[],"label_agreement":null},{"id":"W7045471250","doi":"","title":"The Basic Principles of Uncertain Information Fusion. An organized review of merging rules in different representation frameworks","year":2016,"lang":"en","type":"article","venue":"Coventry University Open Collections (Coventry university)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"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; Queen's University; Queen's University Belfast","keywords":"Formalism (music); Representation (politics); Complete information; Consistency (knowledge bases); Set (abstract data type); Possibility theory; Information fusion; Sensor fusion","score_opus":0.01890522472522579,"score_gpt":0.25295662022898263,"score_spread":0.23405139550375684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045471250","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":[0.36662158,0.00027212827,0.03899525,0.0068781,0.0004593919,0.005582596,0.0005905751,0.00007292337,0.5805274],"genre_scores_gemma":[0.6904739,0.010035402,0.0012978585,0.00011315783,0.00009948827,0.000009508394,0.00037188438,0.00003568929,0.2975631],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986229,0.00033218393,0.0003256556,0.00022011234,0.00028234874,0.00021680005],"domain_scores_gemma":[0.99837404,0.0003698656,0.00037222446,0.00044848464,0.0003432293,0.00009214341],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027788486,0.00013846761,0.00027987093,0.00036107132,0.0006527778,0.00006316174,0.00078161963,0.00007158303,0.010674527],"category_scores_gemma":[0.00009948563,0.00011109102,0.000109728586,0.0016703706,0.00013467764,0.00037385838,0.0006257024,0.00019192295,0.000005986208],"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":[0.0043333475,0.0034451857,0.18513782,0.0024615943,0.00094563124,0.00006627261,0.0019954124,0.0011993871,0.0057198107,0.5051432,0.038686004,0.2508663],"study_design_scores_gemma":[0.012569093,0.00053049985,0.04342942,0.0076341326,0.0003994756,0.0000029849737,0.028534703,0.003967803,0.0036854933,0.0012395784,0.8971475,0.00085935905],"about_ca_topic_score_codex":0.00296016,"about_ca_topic_score_gemma":0.00052844436,"teacher_disagreement_score":0.85846144,"about_ca_system_score_codex":0.00015093962,"about_ca_system_score_gemma":0.0003499218,"threshold_uncertainty_score":0.99022985},"labels":[],"label_agreement":null},{"id":"W7052774728","doi":"","title":"Social work education in Canada, England and South Africa: A critical comparison of undergraduate programmes","year":2011,"lang":"en","type":"article","venue":"Coventry University Open Collections (Coventry university)","topic":"Plasma Diagnostics and 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":"Work (physics); Social work; Global South; Further education; Social mobility; Higher education","score_opus":0.026276905568005413,"score_gpt":0.22115098361962063,"score_spread":0.19487407805161522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052774728","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":[0.8712481,0.00009799392,0.0028500194,0.0005355657,0.00028789553,0.0009263607,0.00022610267,0.000088651344,0.12373929],"genre_scores_gemma":[0.9947728,0.000030488583,0.00073500146,0.0000043996256,0.000010300084,0.0000010754934,0.000014892198,0.000009378818,0.0044216877],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930406,0.000047851307,0.00013320491,0.0002005295,0.00009177021,0.0002226092],"domain_scores_gemma":[0.9995169,0.00011144868,0.00005278694,0.00012263648,0.000078424884,0.00011777089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039564668,0.00012402404,0.00021928299,0.0002512634,0.00055337127,0.000045846064,0.0002963998,0.000074187454,0.000025391571],"category_scores_gemma":[0.00002436184,0.00017595875,0.000037319176,0.0017005347,0.0000912126,0.00016464993,0.000148459,0.00017636562,0.0000021004334],"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":[0.0010804461,0.0037882412,0.5181255,0.0004902268,0.0007719983,0.0003229924,0.018266436,0.009497095,0.000082068356,0.3662738,0.07210265,0.009198589],"study_design_scores_gemma":[0.008896673,0.0002978569,0.13715087,0.0004668061,0.0009512742,0.000022761911,0.075161554,0.024439739,0.0010558927,0.0062778685,0.74313194,0.0021467796],"about_ca_topic_score_codex":0.07172138,"about_ca_topic_score_gemma":0.29480124,"teacher_disagreement_score":0.67102927,"about_ca_system_score_codex":0.0006358136,"about_ca_system_score_gemma":0.000950094,"threshold_uncertainty_score":0.9344601},"labels":[],"label_agreement":null},{"id":"W7065445345","doi":"","title":"DRS International Conference: Design & Complexity, [published proceedings, July 7-9, 2010 in Montreal (Quebec), Canada]","year":2010,"lang":"en","type":"book","venue":"Coventry University Open Collections (Coventry university)","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":"Government (linguistics); Exposition (narrative); Work (physics)","score_opus":0.03547174322574011,"score_gpt":0.23141999465084934,"score_spread":0.19594825142510924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065445345","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":[0.00019153973,0.000005442889,0.0015962364,0.0015847054,0.00097407214,0.0020413017,0.0011906828,0.00004877677,0.99236727],"genre_scores_gemma":[0.00092509465,0.000040509734,0.0004833858,0.000040357074,0.00018311148,0.0000033821098,0.001229956,0.000034392146,0.9970598],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996906,0.0001415055,0.00040397426,0.0010751652,0.0007681086,0.00070529204],"domain_scores_gemma":[0.9974081,0.00017229826,0.00048585262,0.00055969803,0.00091211987,0.00046195864],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027145928,0.0005760736,0.0007090528,0.0013405419,0.0013538834,0.0010567294,0.003147704,0.0004283818,0.18172844],"category_scores_gemma":[0.000035273253,0.00079525274,0.00023213837,0.0015049832,0.0003475595,0.00041486172,0.002196175,0.0019039488,0.00010599539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043979974,0.00036098738,0.0009053826,0.000032340915,0.00034497568,0.00019694738,0.000092877206,0.000085778396,0.000020147641,0.023213768,0.97334,0.0009669979],"study_design_scores_gemma":[0.003284876,0.000047697813,0.001106532,0.0001497651,0.00015637474,0.000005235486,0.0012857408,0.00097065646,0.000008048312,0.0011469268,0.99111843,0.00071970484],"about_ca_topic_score_codex":0.8424214,"about_ca_topic_score_gemma":0.97126865,"teacher_disagreement_score":0.18162245,"about_ca_system_score_codex":0.001868369,"about_ca_system_score_gemma":0.012188548,"threshold_uncertainty_score":0.9999803},"labels":[],"label_agreement":null},{"id":"W7066798724","doi":"","title":"The international urban energy balance models comparison project: first results from phase 1","year":2010,"lang":"en","type":"article","venue":"Coventry University Open Collections (Coventry university)","topic":"Urban Heat Island Mitigation","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":"Energy balance; Latent heat; Statistical model; Energy (signal processing); Mathematical model; Degree (music); Efficient energy use; Water balance","score_opus":0.019729894951604675,"score_gpt":0.22158376669978078,"score_spread":0.2018538717481761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066798724","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":[0.08731861,0.00001633289,0.015347948,0.0019956985,0.0022094185,0.0011303811,0.0018506174,0.00023223946,0.8898988],"genre_scores_gemma":[0.581087,0.00016416713,0.0009971012,0.00009823874,0.00012985239,0.0000017045483,0.00041234947,0.000020752499,0.41708887],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983219,0.00010499122,0.00022658269,0.000635203,0.0003545756,0.00035676258],"domain_scores_gemma":[0.998667,0.00028555002,0.00023401315,0.0005780983,0.00006392608,0.00017138697],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00017205064,0.00021604463,0.00020437222,0.00015848328,0.0033564651,0.00040001032,0.001879379,0.00016624635,0.0007997922],"category_scores_gemma":[0.000066941204,0.00023433381,0.00012357545,0.0014316064,0.00030939927,0.001109052,0.0011258646,0.0003913466,0.00006504149],"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":[0.0029622756,0.0012754827,0.012963755,0.000003206457,0.0002657178,0.00018680688,0.0011271932,0.009472702,0.0011666695,0.02451249,0.9450533,0.0010104417],"study_design_scores_gemma":[0.004551815,0.00008011522,0.00049163017,0.000015867477,0.00007040273,0.000006819917,0.0014091987,0.072606616,0.00030003468,0.00055866776,0.91962487,0.00028394107],"about_ca_topic_score_codex":0.018641865,"about_ca_topic_score_gemma":0.037796754,"teacher_disagreement_score":0.49376836,"about_ca_system_score_codex":0.0008690143,"about_ca_system_score_gemma":0.00019080185,"threshold_uncertainty_score":0.997941},"labels":[],"label_agreement":null},{"id":"W7070691507","doi":"","title":"Power and meaning making in an EAP classroom: Engaging with the everyday, Christian W. Chun. Multilingual Matters, Bristol, Buffalo, Toronto (2015), 219 pp. Paperback ISBN: 978-1-78309-293-2","year":2015,"lang":"en","type":"other","venue":"Coventry University Open Collections (Coventry university)","topic":"Hydrocarbon exploration and reservoir analysis","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":"Meaning (existential); Power (physics); Meaning-making; Making-of; Field (mathematics)","score_opus":0.01166997714454374,"score_gpt":0.21985249084163186,"score_spread":0.20818251369708812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070691507","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":[0.0012093865,0.002411872,0.0037402362,0.000753281,0.0006237658,0.0015820907,0.00037245112,0.0006825348,0.9886244],"genre_scores_gemma":[0.07146203,0.0022439328,0.0007419465,0.00027533525,0.00020142779,0.0000028608324,0.00030444167,0.0004622615,0.9243058],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997499,0.00038468343,0.0002592249,0.000827473,0.00041592543,0.0006136954],"domain_scores_gemma":[0.99843824,0.00007681565,0.00023903383,0.0007589131,0.00014439921,0.00034259818],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027021833,0.0006204953,0.00072903675,0.0005458639,0.0011211677,0.0004950457,0.0012149301,0.00045977114,0.0015075528],"category_scores_gemma":[0.000017826369,0.00066186354,0.00015309933,0.0019684231,0.00021313982,0.001003763,0.0005660641,0.00082881725,0.00002836277],"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":[0.00034916785,0.00021768101,0.0006881119,0.00013112852,0.00097622076,0.0010513382,0.0027890636,0.027773712,0.000035347068,0.00030357245,0.96558315,0.000101520964],"study_design_scores_gemma":[0.0024516415,0.00010339143,0.00005355014,0.00035383273,0.0003661175,0.00003223587,0.035198767,0.014400038,0.0000040284876,0.0000076046954,0.9461993,0.000829497],"about_ca_topic_score_codex":0.011576803,"about_ca_topic_score_gemma":0.13244627,"teacher_disagreement_score":0.12086947,"about_ca_system_score_codex":0.0018852269,"about_ca_system_score_gemma":0.00043611226,"threshold_uncertainty_score":0.99958324},"labels":[],"label_agreement":null},{"id":"W7071984289","doi":"","title":"The Toronto Paralympic Games 1976","year":2011,"lang":"en","type":"other","venue":"Coventry University Open Collections (Coventry university)","topic":"Corporeality, Perception, and Education","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":"","score_opus":0.04330136982859361,"score_gpt":0.21892014300565604,"score_spread":0.17561877317706243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071984289","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":[0.000052370026,0.0002900753,0.00017740663,0.00024741213,0.0027331987,0.0011257422,0.00041973664,0.00026584734,0.9946882],"genre_scores_gemma":[0.0007463797,0.0029903303,0.00004563635,0.000066995264,0.0007767979,0.000002210005,0.00021948933,0.00012670436,0.99502546],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981333,0.00027415046,0.00021919284,0.0006368259,0.0002477692,0.0004887524],"domain_scores_gemma":[0.9981867,0.00009560346,0.00044405245,0.0008482661,0.00020066318,0.00022473668],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017163382,0.0004160345,0.00042329525,0.00038367088,0.005137097,0.0007819581,0.0016305316,0.00027943472,0.046902914],"category_scores_gemma":[0.000020663643,0.0004364822,0.00031898194,0.00043830604,0.0006085544,0.00057758973,0.00054504495,0.00028571975,0.00037598633],"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":[0.00015427645,0.00021268085,0.00012463905,0.000033184708,0.00031452387,0.00003498855,0.00349188,0.00000301915,1.9378874e-7,0.15144062,0.84370667,0.00048334862],"study_design_scores_gemma":[0.00082627183,0.00008558209,0.00013426653,0.00012914422,0.00036591003,0.000007850011,0.046522696,0.000015712289,4.0921304e-7,0.0005985315,0.9508087,0.0005049202],"about_ca_topic_score_codex":0.12530135,"about_ca_topic_score_gemma":0.45820862,"teacher_disagreement_score":0.33290726,"about_ca_system_score_codex":0.0014536001,"about_ca_system_score_gemma":0.0007711501,"threshold_uncertainty_score":0.99980867},"labels":[],"label_agreement":null}]}