{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"171ecda375d1","filters":{"venue":"Equinox Publishing Ltd. eBooks"}},"results":[{"id":"W2795082058","doi":"10.1558/isbn.9781781796818","title":"Sensual Religion: Religion and the Five Senses","year":2018,"lang":"en","type":"book","venue":"Equinox Publishing Ltd. eBooks","topic":"Religious Tourism and Spaces","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Performative utterance; Lived religion; Ethnography; Aesthetics; Value (mathematics); Anthropology of religion; Discipline; Taste; Focus (optics); Sociology; History; Anthropology; Art; History of religions; Religious studies; Social science; Psychology; Philosophy; Archaeology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01452773743283716,"gpt":0.263863841181202,"spread":0.2493361037483649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.004595042,0.0006206537,0.0008513379,0.0003038848,0.002305643,0.006101515,0.001330177,0.001394806,0.00002991947],"category_scores_gemma":[0.002083761,0.0004565884,0.0003634025,0.0001250607,0.003885684,0.0007954532,0.0007064334,0.001405014,0.0001374649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003388886,"about_ca_system_score_gemma":0.001577642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01186401,"about_ca_topic_score_gemma":0.005464572,"domain_scores_codex":[0.9947283,0.0009014445,0.0007022988,0.00101081,0.001646179,0.001011025],"domain_scores_gemma":[0.9954976,0.001783046,0.0007674155,0.0009245442,0.0006286476,0.0003987223],"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":[0.00009431025,0.000004847101,0.000005422547,0.00003233232,0.00006798762,0.00005373187,0.02037841,2.623786e-7,0.000002010775,0.1566682,0.8210175,0.001674963],"study_design_scores_gemma":[0.0007130074,0.00007748011,0.000002861485,0.0003284703,0.0001278142,0.00002751783,0.0009693383,0.000007540874,0.000009614437,0.1624039,0.8348268,0.0005056983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001165654,0.005733164,0.00001540173,0.007030671,0.002156051,0.0009309807,0.00004412035,0.0004376882,0.9824862],"genre_scores_gemma":[0.004465515,0.004863916,0.0001887824,0.002628715,0.009115276,0.00003872902,0.0000634738,0.0001092146,0.9785264],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01940907,"threshold_uncertainty_score":0.9999016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W650258622","doi":"10.1558/isbn.9781845537203","title":"First Civilizations: Ancient Mesopotamia and Ancient Egypt","year":2005,"lang":"en","type":"book","venue":"Equinox Publishing Ltd. eBooks","topic":"Ancient Egypt and Archaeology","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mesopotamia; Sumerian; Ancient history; Middle East; Assyria; History; Classics; Ancient egypt; Egyptology; Osiris; Archaeology","authors":[{"name":"Robert Chadwick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03109640596737776,"gpt":0.2172568356041607,"spread":0.1861604296367829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006652746,0.0007383925,0.0007532705,0.0006789399,0.001476018,0.002723087,0.0009550101,0.0005047983,0.002467223],"category_scores_gemma":[0.0002455793,0.0006906161,0.0002652168,0.00004239268,0.001810088,0.001250318,0.001056475,0.001097064,0.0002198232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003886527,"about_ca_system_score_gemma":0.000662835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009962136,"about_ca_topic_score_gemma":0.005971808,"domain_scores_codex":[0.9960482,0.00008124233,0.0008296797,0.001109325,0.0008223287,0.001109261],"domain_scores_gemma":[0.9975724,0.000255478,0.0005320577,0.0007794883,0.0004598575,0.0004007163],"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":[0.00001027052,0.0000316545,0.00003545888,0.0001351345,0.00006026291,0.00002365296,0.02508327,0.000007770584,0.000003926654,0.542873,0.4283907,0.003344867],"study_design_scores_gemma":[0.000505474,0.000136408,0.00007157818,0.0003752955,0.00009872307,0.00002546075,0.0007890863,0.0001532134,0.000005210339,0.01111678,0.9859583,0.0007644935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006053685,0.006865621,0.00008507561,0.001689638,0.002550358,0.0006674477,0.0002820064,0.0004090567,0.9868454],"genre_scores_gemma":[0.00910842,0.0001017144,0.000228337,0.004423934,0.004520008,0.0000894947,0.000482032,0.0001473384,0.9808987],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5575676,"threshold_uncertainty_score":0.9998239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403497696","doi":"10.1558/isbn.9781781799093","title":"Tradition: A Critical Primer","year":2024,"lang":"en","type":"book","venue":"Equinox Publishing Ltd. eBooks","topic":"Historical and Linguistic Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Primer (cosmetics); Philosophy; Physics; Thermodynamics","authors":[{"name":"Steven Engler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06251951990086978,"gpt":0.3228298274917292,"spread":0.2603103075908594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001355614,0.0004049125,0.0005911138,0.0002596435,0.001208078,0.002597365,0.0008675002,0.0008343142,0.0009194091],"category_scores_gemma":[0.00717946,0.0003869218,0.0003762208,0.0001178268,0.001275576,0.0003401599,0.0002679937,0.001632884,0.0007835681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001317969,"about_ca_system_score_gemma":0.002560682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008474835,"about_ca_topic_score_gemma":0.000360954,"domain_scores_codex":[0.9963184,0.0001755326,0.0005364066,0.0007860233,0.001416506,0.0007671032],"domain_scores_gemma":[0.9973342,0.001275007,0.000119935,0.0003699249,0.0004560741,0.0004448581],"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":[0.000002683366,0.000009940035,6.168377e-7,0.00007951426,0.00004522892,0.00009027189,0.007746915,1.253533e-8,5.303374e-7,0.4950935,0.4940994,0.002831364],"study_design_scores_gemma":[0.00006461076,0.00003733786,0.00000172753,0.0003552467,0.00014519,0.000003313569,0.0003926986,8.707108e-7,7.634374e-7,0.2273873,0.771244,0.0003669534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002035912,0.003866798,0.00005906984,0.006747626,0.01023667,0.0002700491,0.000105479,0.0006348157,0.9780775],"genre_scores_gemma":[0.003045945,0.00002265773,0.000320879,0.0009064219,0.01826146,0.00006457373,0.00005088445,0.00008191082,0.9772453],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2771446,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407141243","doi":"10.1558/isbn.9781800506077","title":"Song for Someone: The Musical Life of Kenny Wheeler","year":2025,"lang":"en","type":"book","venue":"Equinox Publishing Ltd. 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":"Musical; Psychology; Psychoanalysis; Cognitive science; History; Art; Visual arts","authors":[{"name":"Brian Shaw","is_ca":false},{"name":"Nick Smart","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04175048737443112,"gpt":0.2228661903855497,"spread":0.1811157030111185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000854911,0.0005047741,0.000755642,0.0002083529,0.001089926,0.001967459,0.001389633,0.0005870715,0.003805222],"category_scores_gemma":[0.0005037384,0.0003536822,0.0006396814,0.0000212938,0.0008334593,0.0006207642,0.0003198599,0.001423403,0.00002899683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001726804,"about_ca_system_score_gemma":0.001578193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009727151,"about_ca_topic_score_gemma":0.001886222,"domain_scores_codex":[0.9974604,0.00009807599,0.000736084,0.0005856469,0.0005877659,0.0005320622],"domain_scores_gemma":[0.9973864,0.0004589837,0.0005616912,0.0008410835,0.0005953782,0.0001564752],"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":[0.00002862394,0.00001582377,1.3458e-7,0.0002880811,0.0001318192,0.000001769626,0.0215468,3.933803e-7,0.000005937332,0.441988,0.5332395,0.002753093],"study_design_scores_gemma":[0.0004272249,0.00009484276,0.000001133112,0.0004128318,0.0002360911,0.000001290745,0.001514456,0.000008012583,0.000005780282,0.02439806,0.9725078,0.0003924553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005728353,0.0009707909,0.00004880787,0.001163759,0.004077581,0.0008407037,0.0005729595,0.0001510181,0.9921171],"genre_scores_gemma":[0.002637555,0.000003061596,0.00004881097,0.00445554,0.007284469,0.0001683123,0.000330762,0.00007549761,0.984996],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4392683,"threshold_uncertainty_score":0.9998915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322776225","doi":"10.1558/isbn.9781800501980","title":"Worth More than Many Sparrows: Essays in Honour of Willi Braun","year":2023,"lang":"en","type":"book","venue":"Equinox Publishing Ltd. eBooks","topic":"Study and Philosophy of Religion","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":"Honour; Ethos; Honor; Mentorship; Sociology; Law; Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05136535323529556,"gpt":0.239190753026701,"spread":0.1878253997914054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001046011,0.0007162511,0.001080452,0.001019755,0.0004061845,0.00172465,0.001348381,0.0006046607,0.0003399202],"category_scores_gemma":[0.0001956698,0.0006946846,0.000480155,0.00006562341,0.0005880366,0.0009406294,0.0005324644,0.001847656,0.0001527968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002007305,"about_ca_system_score_gemma":0.0004282223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001311907,"about_ca_topic_score_gemma":0.003346429,"domain_scores_codex":[0.9962724,0.0001255773,0.00101782,0.0008362039,0.0009914156,0.0007565904],"domain_scores_gemma":[0.9975816,0.0003822854,0.0007549888,0.000818319,0.000282811,0.0001799671],"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":[0.00006845489,0.00006710744,0.000200508,0.0005815013,0.0002429392,0.0001383972,0.0402395,0.000008325214,0.000004016718,0.69727,0.2560789,0.005100376],"study_design_scores_gemma":[0.0009963433,0.0002322967,0.0003307341,0.003168376,0.000133764,0.000009840115,0.001823543,0.00001544001,0.00001854198,0.3231438,0.6690506,0.001076653],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0028099,0.001402277,0.000003512652,0.001061944,0.002570038,0.000633315,0.0003369142,0.0003606495,0.9908214],"genre_scores_gemma":[0.1079141,0.0001037921,0.00002535903,0.0004622993,0.004093185,0.00006889115,0.0003485082,0.0002113783,0.8867725],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4129717,"threshold_uncertainty_score":0.9995504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407141389","doi":"10.1558/isbn.9781800505360","title":"Ray Brown: His Life and Music","year":2025,"lang":"en","type":"book","venue":"Equinox Publishing Ltd. 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":"Art","authors":[{"name":"Jay Sweet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03904333268785676,"gpt":0.200554826300504,"spread":0.1615114936126472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005009876,0.0006381474,0.0007430114,0.0003524942,0.001157606,0.004725804,0.0008150563,0.0006840773,0.01314179],"category_scores_gemma":[0.0002584646,0.0005770569,0.0002828137,0.00001983532,0.0006421637,0.001068873,0.0004249593,0.001600189,0.0001227738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002603189,"about_ca_system_score_gemma":0.001084052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001630215,"about_ca_topic_score_gemma":0.002498794,"domain_scores_codex":[0.9974027,0.0001016038,0.0005836581,0.0008231675,0.0005409705,0.0005479061],"domain_scores_gemma":[0.9981396,0.0001578895,0.000373176,0.0007083922,0.0003102383,0.0003106837],"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":[0.00001092155,0.00000978889,4.202702e-7,0.0002684872,0.00009781685,0.00001917292,0.02493344,1.457245e-7,0.000004174036,0.3433301,0.6257241,0.005601482],"study_design_scores_gemma":[0.000402415,0.00005346096,0.000001655978,0.0004909928,0.0001514108,0.000004135291,0.0007745359,0.000002216297,0.000001384447,0.01095331,0.9865267,0.000637808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005841285,0.003054394,0.000007154456,0.0005195198,0.004370478,0.0003933769,0.0002664413,0.000372205,0.990958],"genre_scores_gemma":[0.001050822,0.000008116328,0.00003576264,0.008340207,0.006489571,0.00005181742,0.0003768135,0.00008209052,0.9835648],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3608026,"threshold_uncertainty_score":0.9996681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}