{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"4c2e531de6a7","filters":{"venue":"Ashgate eBooks"}},"results":[{"id":"W632192732","doi":"","title":"The cost of fisheries management","year":2003,"lang":"en","type":"book","venue":"Ashgate eBooks","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fisheries management; Fishery; Marine fisheries; Enforcement; Fisheries science; Government (linguistics); Fisheries law; Geography; Business; Fish <Actinopterygii>; Fishing; Political science; Biology; Law","authors":[{"name":"William E. Schrank","is_ca":false},{"name":"Ragnar Árnason","is_ca":false},{"name":"Rögnvaldur Hannesson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01484263939320466,"gpt":0.2200642337863555,"spread":0.2052215943931508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002814369,0.0001955731,0.0001965278,0.00002157453,0.0001928405,0.00005393204,0.0005628031,0.0001188534,0.006390557],"category_scores_gemma":[0.000009932542,0.0001381418,0.00009879118,0.00002968028,0.0007535736,0.00002963611,0.0006276573,0.0002680013,0.0003841572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001459081,"about_ca_system_score_gemma":0.00003400903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005379495,"about_ca_topic_score_gemma":0.0001311193,"domain_scores_codex":[0.9985559,0.00004832857,0.0002652082,0.0002687298,0.0005290922,0.0003327508],"domain_scores_gemma":[0.9991221,0.00006777624,0.0001223214,0.0006052537,0.00001045014,0.00007209558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002578232,0.00001085509,0.0005375823,0.00006197427,0.00008463299,0.00003154019,0.00009593081,0.000001307973,0.00000647088,0.008767134,0.6520932,0.3382836],"study_design_scores_gemma":[0.0001082157,0.00003932907,0.0001871071,0.00001048231,0.00001737601,0.000002173077,0.00003131469,0.000003915033,0.0000528257,0.007286261,0.9921145,0.0001464811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001941741,0.00001470002,0.00001391721,0.00007964636,0.0001372038,0.00053465,0.000008468657,0.00001579076,0.9991762],"genre_scores_gemma":[0.0001030429,0.0001907233,0.000107486,0.0001275117,0.00002835471,0.00004688595,0.00001209053,0.00003203708,0.9993519],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3400213,"threshold_uncertainty_score":0.9945177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W616619830","doi":"","title":"Industrial networks and proximity","year":2000,"lang":"en","type":"book","venue":"Ashgate eBooks","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Linkage (software); Alliance; Economic geography; Social capital; Industrial park; Industrial organization; Industrial relations; Production (economics); Management; Business; Economy; Regional science; Marketing; Geography; Economics; Sociology; Social science; Archaeology","authors":[{"name":"Milford B. Green","is_ca":false},{"name":"Rod B. McNaughton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04752821244572465,"gpt":0.1941902150414372,"spread":0.1466620025957126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000312509,0.0002777266,0.000533741,0.00024169,0.0001028826,0.0001091908,0.0001806257,0.0006993654,0.000739407],"category_scores_gemma":[0.00001871078,0.0003326859,0.00009425665,0.00004666357,0.0001216382,0.00007151144,0.00006761886,0.0006803432,0.0005122687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008988199,"about_ca_system_score_gemma":0.00007531369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002716485,"about_ca_topic_score_gemma":0.000005782857,"domain_scores_codex":[0.9985163,0.000009559053,0.0006570903,0.0005007655,0.00003742949,0.0002788343],"domain_scores_gemma":[0.999137,0.00003068577,0.0003948518,0.0003294728,0.00002160088,0.0000863699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003137409,0.00001464363,0.0005774865,0.00002899479,0.000106987,0.00001088294,0.000101979,0.000006832508,1.704314e-7,0.837332,0.1426139,0.0191748],"study_design_scores_gemma":[0.000567222,0.00004320871,0.0002421778,0.00004078529,0.000008239504,0.000004656715,0.000001430838,0.0002009252,0.000002067313,0.115948,0.882571,0.0003702703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006278391,0.0005706187,0.00009889327,0.0001245173,0.0005906253,0.0003614745,0.0001198355,0.00007086177,0.9974353],"genre_scores_gemma":[0.01313941,0.00009090764,0.00004615367,0.0008134182,0.0009829026,0.0000160376,0.000128933,0.00006655222,0.9847157],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7399572,"threshold_uncertainty_score":0.9999125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W578475335","doi":"","title":"Walking a tightrope : meeting the challenges of work and family","year":2000,"lang":"en","type":"book","venue":"Ashgate eBooks","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"China; Work (physics); Gender studies; Unemployment; Family life; Power (physics); Sociology; Geography; Economic growth; Engineering; Economics","authors":[{"name":"Carol D. H. Harvey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02578733972806768,"gpt":0.2553535449609273,"spread":0.2295662052328596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005698947,0.0001638823,0.0002422986,0.00005176289,0.0005010008,0.00005829527,0.0003043618,0.000183886,0.00006178816],"category_scores_gemma":[0.00002127549,0.0001111761,0.00007361428,0.00003001893,0.0004075436,0.00002878678,0.00008265478,0.0002382607,0.000002738514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004447907,"about_ca_system_score_gemma":0.000242138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004262028,"about_ca_topic_score_gemma":0.001044148,"domain_scores_codex":[0.9987719,0.0001529879,0.0002304112,0.0002273256,0.000347536,0.0002698049],"domain_scores_gemma":[0.9992598,0.0002013371,0.0001879301,0.0002292244,0.00005705536,0.00006469051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006145469,0.000006734167,0.00001106406,0.00001225516,0.00007947421,0.000004235666,0.02104338,2.773115e-7,0.00001240532,0.8233262,0.003749032,0.1517489],"study_design_scores_gemma":[0.0000952379,0.00001936742,0.001024906,0.0003179262,0.00004876209,1.085695e-7,0.001151181,1.38997e-7,0.000007406033,0.01764223,0.9795436,0.0001491742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004561184,0.004746788,3.675204e-7,0.0007019775,0.0001774692,0.0002653653,0.000008573161,0.00003765847,0.9895006],"genre_scores_gemma":[0.08197334,0.003708341,0.000049893,0.0004411725,0.0005380987,0.00001099781,0.000002716702,0.00003862783,0.9132368],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9757946,"threshold_uncertainty_score":0.4533629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W603335372","doi":"","title":"Aesthetics, well-being and health : essays within architecture and environmental aesthetics","year":2001,"lang":"en","type":"book","venue":"Ashgate eBooks","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Aesthetics; Everyday Aesthetics; Beauty; Art; Architecture; Sociology; Visual arts","authors":[{"name":"Birgit Cold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01891617609441907,"gpt":0.2267076551202943,"spread":0.2077914790258753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003040323,0.0004750593,0.0005011678,0.0001195612,0.0009326549,0.0001238561,0.0001330583,0.0001788155,0.000242993],"category_scores_gemma":[5.634518e-7,0.0004225633,0.00007649109,0.000003531559,0.0008675001,0.00004105776,0.0001189964,0.0006529696,0.00004429331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001587241,"about_ca_system_score_gemma":0.0001444119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001229456,"about_ca_topic_score_gemma":0.001200911,"domain_scores_codex":[0.9982824,0.00007602488,0.00045053,0.0004775584,0.0002520021,0.0004614796],"domain_scores_gemma":[0.9990933,0.00002747009,0.0002937931,0.0002842354,0.000008505004,0.0002926747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001102448,0.00009971893,0.00006832489,0.0006198119,0.0001286331,0.0001039976,0.3043086,0.000005589201,0.000005346834,0.4329619,0.01583689,0.2457509],"study_design_scores_gemma":[0.0004884662,0.0005850939,0.000003469175,0.0003653249,0.0000356153,0.0001410501,0.002069453,0.00001799089,0.00001138719,0.07688158,0.918972,0.0004285302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006185541,0.002381817,0.00001703883,0.0008873109,0.00048807,0.0008133819,0.00009628636,0.00011372,0.9890168],"genre_scores_gemma":[0.05463124,0.002026764,0.0001000789,0.004493149,0.0006345627,0.00001224384,0.0001917081,0.0001390857,0.9377711],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9031351,"threshold_uncertainty_score":0.9998226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W645419946","doi":"","title":"The heritage tourist experience","year":2007,"lang":"en","type":"book","venue":"Ashgate eBooks","topic":"Travel Writing and Literature","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Heritage tourism; Tourism; Visitor pattern; Cultural heritage; Industrial heritage; Cultural tourism; Sociology; Cultural heritage management; History; Anthropology; Tourism geography; Environmental ethics; Art history; Geography; Archaeology","authors":[{"name":"Dallen J. Timothy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02078303313376854,"gpt":0.2236811398453933,"spread":0.2028981067116247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001936843,0.0003147932,0.0002289173,0.00005278634,0.001037837,0.0008537812,0.0004273234,0.000189672,0.0004637091],"category_scores_gemma":[0.00001167681,0.0002096023,0.000174856,0.000004619335,0.0007618446,0.00004009899,0.00006286878,0.000674113,0.0002455736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000482565,"about_ca_system_score_gemma":0.0000928672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000383154,"about_ca_topic_score_gemma":0.0005415293,"domain_scores_codex":[0.9986659,0.00002539132,0.0003178728,0.0002987302,0.000287936,0.0004041254],"domain_scores_gemma":[0.9990404,0.0001630803,0.0001527718,0.000457126,0.000104213,0.00008237702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001140556,0.000004350732,3.408798e-7,0.00003005655,0.00003144974,0.00006833018,0.0403915,2.348949e-8,0.000003318647,0.7737883,0.171762,0.01390883],"study_design_scores_gemma":[0.00009022376,0.00003238985,0.000002691165,0.0001858559,0.00001670759,0.000007584456,0.002497672,5.434347e-7,0.00002050028,0.005742636,0.9911092,0.0002940212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001593893,0.001246456,0.000001270991,0.00007482484,0.001438547,0.0001765927,0.00007148441,0.0001738751,0.9966576],"genre_scores_gemma":[0.006488,0.00001672503,0.00001373661,0.0006058404,0.004129938,0.00001507242,0.00004268008,0.00006738327,0.9886206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8193471,"threshold_uncertainty_score":0.8547332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W290453471","doi":"","title":"Proximity, distance and diversity : issues on economic interation [i.e. interaction] and local development","year":2005,"lang":"en","type":"book","venue":"Ashgate eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Embeddedness; Economic geography; Industrial district; Local economic development; Diversity (politics); Economy; Business cluster; Geography; Political science; Sociology; Economics; Economic growth","authors":[{"name":"Arnoud Lagendijk","is_ca":false},{"name":"Päivi Oinas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02319091271882856,"gpt":0.222389715202479,"spread":0.1991988024836504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001386322,0.0002688357,0.0002238353,0.0002042546,0.0003880762,0.0003425649,0.0001009546,0.000163572,0.00008001263],"category_scores_gemma":[0.000005093391,0.0002606017,0.00002338525,0.00001947662,0.0001114636,0.0008191798,0.0003551089,0.0002433666,0.000156823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825228,"about_ca_system_score_gemma":0.00005475883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007742632,"about_ca_topic_score_gemma":0.0005737714,"domain_scores_codex":[0.9990852,0.000004895332,0.0002761017,0.0003702471,0.0001167538,0.0001467987],"domain_scores_gemma":[0.9994903,0.00001277066,0.0002792888,0.0001217347,0.00008559267,0.00001033699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003206159,0.00005566854,0.0009869622,0.0008813342,0.0001730272,0.00001549713,0.0006182257,0.00009420156,0.00001553998,0.5053638,0.03828997,0.4531851],"study_design_scores_gemma":[0.0003939856,0.00001620718,0.002432281,0.0004157858,0.00004702059,0.000003077669,0.00007804791,0.001086378,0.00008050419,0.007880441,0.9871019,0.0004643442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02673545,0.000113042,0.001216438,0.001231566,0.0009319473,0.0006020016,0.000006925827,0.0001733783,0.9689893],"genre_scores_gemma":[0.6715164,0.00002656109,0.0001180206,0.00108294,0.001533011,0.00001407656,0.0002312202,0.0000417282,0.3254361],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9488119,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W578560673","doi":"","title":"Religion in the public space","year":2013,"lang":"en","type":"book","venue":"Ashgate eBooks","topic":"American Constitutional Law and Politics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Secularism; Secular state; Public sphere; Public space; Pluralism (philosophy); Law; Religious studies; Sociology; Religious education; Political science; Philosophy; Politics","authors":[{"name":"Silvio Ferrari","is_ca":false},{"name":"Rinaldo Cristofori","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0269743592653274,"gpt":0.2794987731232773,"spread":0.2525244138579499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000503746,0.0001497363,0.0001771582,0.00007859653,0.0003563359,0.0001463733,0.0005060218,0.0002379754,0.0001537869],"category_scores_gemma":[0.00009927157,0.0001130681,0.00008875231,0.00004035217,0.001270079,0.00005712574,0.00004296186,0.0003990842,0.0006970926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002324557,"about_ca_system_score_gemma":0.004478848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003747816,"about_ca_topic_score_gemma":0.003279651,"domain_scores_codex":[0.9985588,0.0002240271,0.0001806542,0.0001882967,0.0004624497,0.0003858358],"domain_scores_gemma":[0.9991146,0.0003210723,0.0001257278,0.0002544301,0.00008678298,0.00009738278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[4.675377e-7,0.000003200072,0.00000824815,0.000003334762,0.000005351053,0.00001011775,0.0007984621,6.96844e-8,2.127487e-7,0.8198294,0.1787155,0.0006256193],"study_design_scores_gemma":[0.00004380559,0.0000107356,0.000008910269,0.0000320326,0.00000952026,0.000002643794,0.0003369341,2.744198e-7,3.304839e-7,0.0503342,0.9490803,0.0001402775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007623371,0.0001839912,0.000009846041,0.006588158,0.0003521252,0.0003488142,0.00001188303,0.00004414027,0.9923848],"genre_scores_gemma":[0.0472935,0.00009072202,0.00003953377,0.002628482,0.0008103068,0.00002151373,0.00001948816,0.00001315651,0.9490833],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7703648,"threshold_uncertainty_score":0.8959947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W651112829","doi":"","title":"Gender and prisons","year":2005,"lang":"en","type":"book","venue":"Ashgate eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Prison; Penology; Convict; Criminology; Solitary confinement; Gender studies; Sociology; Imprisonment","authors":[{"name":"Dana M. Britton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02307380799260708,"gpt":0.2383627044983428,"spread":0.2152888965057357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001872113,0.0001087266,0.0001660517,0.0002749496,0.000831144,0.0002887043,0.0001593033,0.0003069113,0.0008520305],"category_scores_gemma":[0.00001732674,0.0001542626,0.00007160065,0.00001336096,0.0008095203,0.00004402094,0.00003601997,0.0002602913,0.0004296615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008139437,"about_ca_system_score_gemma":0.003240234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04018671,"about_ca_topic_score_gemma":0.7743062,"domain_scores_codex":[0.9991251,0.00004019097,0.0001233391,0.0002208455,0.0002426582,0.0002479285],"domain_scores_gemma":[0.9994831,0.00003215796,0.00007818821,0.0001535589,0.00003393475,0.0002190258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001553995,0.000002900723,0.000002216693,0.0000220853,0.0000313886,0.00002132946,0.01366004,5.590465e-8,0.000001325913,0.2703629,0.6735345,0.04235973],"study_design_scores_gemma":[0.00006195188,0.000004799423,0.00004250574,0.00002026094,0.00003688366,0.000001345491,0.0001712951,1.631127e-7,2.029067e-7,0.006326363,0.9931544,0.0001798354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002627139,0.00102563,0.000002040057,0.0001348934,0.0003495654,0.0001587358,0.00002675193,0.00006133182,0.9982148],"genre_scores_gemma":[0.0001764937,0.0002973637,0.00004901783,0.0003917761,0.001069536,0.000004123049,0.000007106318,0.00002371656,0.9979809],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7341195,"threshold_uncertainty_score":0.9662048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W572109317","doi":"","title":"Music and protest","year":2012,"lang":"en","type":"book","venue":"Ashgate eBooks","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Popular music; Lyrics; Politics; Musical; Irony; Human rights; Punk; Art; Popular culture; Art history; History; Sociology; Humanities; Gender studies; Media studies; Political science; Literature; Law","authors":[{"name":"Ian Peddie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0455899136179889,"gpt":0.1738333729732187,"spread":0.1282434593552298,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008418903,0.0002644862,0.0002538955,0.00004608369,0.0003940297,0.00009806118,0.0001145638,0.0001775865,0.01237119],"category_scores_gemma":[0.00000334907,0.0002133857,0.00007785831,0.000001647625,0.0003935234,0.00005979614,0.00004994812,0.0003614844,0.000761683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004154901,"about_ca_system_score_gemma":0.00008471645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001568033,"about_ca_topic_score_gemma":0.0008901405,"domain_scores_codex":[0.9992279,0.00002065606,0.0001666186,0.0002242219,0.0001374792,0.0002231144],"domain_scores_gemma":[0.9994857,0.00001667082,0.0001211154,0.000227172,0.00004823054,0.000101083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003522412,0.000006386147,2.76819e-7,0.0001176781,0.00003289639,0.000007670988,0.04135254,3.958106e-9,0.000007979277,0.4311997,0.5201113,0.007160075],"study_design_scores_gemma":[0.0001065186,0.00003028549,0.000001677117,0.0001145248,0.0000757723,0.000006684071,0.0001946561,1.425101e-7,0.000004159494,0.007347838,0.9918248,0.0002929179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001189746,0.0008156589,3.285993e-7,0.00001428342,0.000961934,0.0003599432,0.00004853727,0.00009628119,0.997584],"genre_scores_gemma":[0.002043968,0.000001933208,0.000008622882,0.0006437693,0.003963013,0.00003066809,0.00005525625,0.00004908848,0.9932037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4717135,"threshold_uncertainty_score":0.9885316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W342653314","doi":"","title":"Dominance and monopolization","year":2012,"lang":"en","type":"book","venue":"Ashgate eBooks","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Monopolization; Predatory pricing; Dominance (genetics); Oligopoly; Market power; Competition law; Doctrine; Law and economics; Economics; Law; Monopoly; Political science; Market economy","authors":[{"name":"Rosa Greaves","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02381332843149717,"gpt":0.1977916481336559,"spread":0.1739783197021587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001954085,0.0002075125,0.0004724056,0.0002392954,0.00008425498,0.00005162251,0.0001249618,0.0002007624,0.001138529],"category_scores_gemma":[0.00001059139,0.0002525328,0.0001251915,0.00002862327,0.00006197823,0.00006159853,0.00005851763,0.0001596337,0.001642461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007094999,"about_ca_system_score_gemma":0.00002406062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002754604,"about_ca_topic_score_gemma":0.00001255912,"domain_scores_codex":[0.998936,0.000008705124,0.000463446,0.0003438155,0.00003223071,0.0002157922],"domain_scores_gemma":[0.9991564,0.00001870958,0.0003807207,0.0003183661,0.00002364919,0.0001021606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003322894,0.000007869395,0.0003196904,0.00004458213,0.00007770579,0.000001490888,0.0002043694,9.397664e-7,0.000001990784,0.9845051,0.01220754,0.002625444],"study_design_scores_gemma":[0.0001701857,0.00001107138,0.0003156844,0.00003048009,0.0000299132,0.0000028372,0.000005330545,0.0001036616,0.00001557904,0.1526846,0.8463289,0.000301749],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001890792,0.004140336,0.001134451,0.00005750636,0.0003382667,0.0001142536,0.00008329254,0.00003898072,0.9939038],"genre_scores_gemma":[0.02705802,0.0004483707,0.0001538054,0.0002919041,0.0003296671,0.00001299278,0.00008436263,0.00004469812,0.9715762],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8341213,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1605921070","doi":"","title":"Marriage and cohabitation","year":2008,"lang":"en","type":"book","venue":"Ashgate eBooks","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cohabitation; Obligation; Sociology; Gender studies; Family law; Family life; Law; Political science","authors":[{"name":"Alison Diduck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02387448914420097,"gpt":0.258567969698677,"spread":0.234693480554476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002721486,0.0001315183,0.0001612691,0.00009074317,0.0006533827,0.0000588702,0.0001131847,0.0003946954,0.00002146793],"category_scores_gemma":[0.00005056604,0.0001326511,0.00005839811,0.00001864513,0.0004659341,0.00003816966,0.00003311665,0.0002858592,0.00009859454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001179566,"about_ca_system_score_gemma":0.0004869299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001640738,"about_ca_topic_score_gemma":0.0009465254,"domain_scores_codex":[0.999088,0.00008878375,0.000166634,0.0002073399,0.0002668887,0.0001823831],"domain_scores_gemma":[0.9994133,0.0001771291,0.0001174367,0.0001251317,0.00006696796,0.00010003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003853576,0.000004896634,0.0001541154,0.00002378292,0.0000402793,0.00002433763,0.012251,0.00000154544,0.000005145708,0.9385859,0.04021369,0.008691448],"study_design_scores_gemma":[0.0001438064,0.00001771328,0.0008192675,0.00006885185,0.00003052671,0.000002418883,0.0003082998,0.00003160034,3.800994e-7,0.09330054,0.9050444,0.0002321905],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001311991,0.0002805918,0.00002179774,0.0001749465,0.0004419876,0.0002782212,0.00001564852,0.00007025887,0.9974046],"genre_scores_gemma":[0.008961966,0.0005220244,0.0001927758,0.0001348243,0.0003247405,0.000006080434,0.00004626493,0.00002614945,0.9897852],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8648307,"threshold_uncertainty_score":0.5409355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W651519074","doi":"","title":"The heir apparent, 1928-33","year":2002,"lang":"en","type":"book","venue":"Ashgate eBooks","topic":"Political and Economic history of UK and US","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Empire; Battle; Politics; Treasury; Political science; Legislature; Government (linguistics); Economic history; Unemployment; Index (typography); Public administration; History; Law; Economics; Ancient history; Economic growth","authors":[{"name":"Neville Chamberlain","is_ca":false},{"name":"Robert C. Self","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03611911184163098,"gpt":0.2509244456053715,"spread":0.2148053337637406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003275971,0.0002058574,0.0002590549,0.00003433689,0.001665749,0.0001687981,0.000542697,0.000291561,0.0004309955],"category_scores_gemma":[0.00003966551,0.0001550353,0.0002174961,0.000009380886,0.0009888025,0.00003783111,0.00005784425,0.0003470414,0.002279588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003549434,"about_ca_system_score_gemma":0.0004031186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004156991,"about_ca_topic_score_gemma":0.001579407,"domain_scores_codex":[0.9985429,0.00007206957,0.0002756947,0.0002767496,0.0002188726,0.0006137135],"domain_scores_gemma":[0.9990601,0.0002107805,0.0001246071,0.0002929014,0.0000330248,0.000278608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003441885,0.000005839762,0.000001347278,0.000008598911,0.00003775862,0.000007821021,0.002701925,7.994225e-8,3.381588e-7,0.5340347,0.4218254,0.04137277],"study_design_scores_gemma":[0.00007257095,0.00001382042,0.000002834683,0.00002404445,0.00002008612,7.582497e-7,0.0001984895,0.000001956021,0.000001245253,0.08753873,0.9119232,0.0002022373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004234547,0.0008462869,0.000001916717,0.0007109077,0.001519841,0.0001856419,0.00003406252,0.00009330668,0.9965657],"genre_scores_gemma":[0.001797033,0.0002720126,0.000005369532,0.0004905091,0.001988901,0.00001315329,0.000007659731,0.00002464158,0.9954007],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4900979,"threshold_uncertainty_score":0.999634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W605378001","doi":"","title":"Gender and equality law","year":2013,"lang":"en","type":"book","venue":"Ashgate eBooks","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Feminist legal theory; Sociology; Gender studies; Feminism; Intersectionality; Feminist theory; Law; Political science","authors":[{"name":"Julie Goldscheid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06162550175721081,"gpt":0.3242279264604541,"spread":0.2626024247032433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006524786,0.0002735443,0.0003718278,0.00004661205,0.0005203557,0.0002572149,0.0004294145,0.000607229,0.0007229981],"category_scores_gemma":[0.00005723734,0.0002651924,0.0001015861,0.00001902871,0.001428334,0.0001039081,0.0002268973,0.0004881321,0.001299456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001999685,"about_ca_system_score_gemma":0.0004750674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003365802,"about_ca_topic_score_gemma":0.0007456178,"domain_scores_codex":[0.9979251,0.0002343751,0.0002931633,0.0004561384,0.0005985188,0.0004927108],"domain_scores_gemma":[0.9987873,0.0001859309,0.0001846961,0.0004256398,0.0001266432,0.000289796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001941577,0.000003615354,0.000005434792,0.00003433499,0.0000394916,0.000007523261,0.06085959,2.70816e-8,0.000002283972,0.9110315,0.02588466,0.002129617],"study_design_scores_gemma":[0.000087911,0.00001041817,0.000006299682,0.00002596203,0.00003705855,3.730602e-7,0.0003946287,4.488564e-7,0.000006615102,0.1583716,0.8407776,0.0002810259],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006134484,0.0008938907,0.000009045351,0.00007409389,0.0005905983,0.0004727944,0.00002610663,0.000194785,0.9976773],"genre_scores_gemma":[0.05827372,0.00002221789,0.000255457,0.0007796822,0.0009981442,0.00001878628,0.00001103251,0.00004912113,0.9395918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.814893,"threshold_uncertainty_score":0.99998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W573210302","doi":"","title":"Age and equality law","year":2013,"lang":"en","type":"book","venue":"Ashgate eBooks","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Age discrimination; Economic Justice; Workforce; Labour law; Law; Political science; Employment discrimination; Tying; Recession; Sociology; Economics","authors":[{"name":"Michael Selmi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03355873001958727,"gpt":0.2908250723180711,"spread":0.2572663422984838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004494336,0.0001997459,0.0003036396,0.00003901624,0.0007945501,0.0001651763,0.0001717082,0.0002446055,0.0001637462],"category_scores_gemma":[0.00002638215,0.00018429,0.00007625204,0.00001191426,0.0007921643,0.00006539731,0.00008487656,0.0002101682,0.0001747596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007172426,"about_ca_system_score_gemma":0.00019353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04156784,"about_ca_topic_score_gemma":0.1168417,"domain_scores_codex":[0.9987372,0.0001326615,0.0002170394,0.0002965395,0.0003246537,0.0002919137],"domain_scores_gemma":[0.9993274,0.000117912,0.0001528217,0.0001971359,0.00008291427,0.0001218438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000107097,0.000003468499,0.00001208566,0.00003166827,0.00004607634,0.00001060151,0.167408,1.278704e-8,0.000001384083,0.6913864,0.1387841,0.002315084],"study_design_scores_gemma":[0.0000768485,0.00001058137,0.0002477947,0.00003741343,0.00003251858,2.258822e-7,0.0001872405,2.500321e-7,0.000003176146,0.157584,0.8416233,0.0001966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001749578,0.0005372784,0.000008440393,0.0001428335,0.0002650718,0.0003305588,0.00000898786,0.0001155369,0.9968417],"genre_scores_gemma":[0.0251489,0.0002360827,0.00005306884,0.0004634218,0.0009612705,0.00001643665,0.00001309801,0.00002188746,0.9730858],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7028392,"threshold_uncertainty_score":0.9648144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}