{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"ddb70e71e62a","filters":{"venue":"Hurtubise HMH eBooks"}},"results":[{"id":"W653092720","doi":"","title":"Un Québec moderne, 1760-1840 : essai d'histoire économique et sociale","year":2007,"lang":"fr","type":"book","venue":"Hurtubise HMH eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sociology; Political science","authors":[{"name":"Gilles Paquet","is_ca":false},{"name":"Jean‐Pierre Wallot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02935804560737834,"gpt":0.2320132890042015,"spread":0.2026552433968232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001536903,0.0008206164,0.001187867,0.001057796,0.004674186,0.000747825,0.001189639,0.001921422,0.006376401],"category_scores_gemma":[0.00015257,0.001255003,0.0009555512,0.0001661053,0.008850514,0.0003401501,0.0002237885,0.001658505,0.002428702],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01551552,"about_ca_system_score_gemma":0.03452783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9343699,"about_ca_topic_score_gemma":0.9981413,"domain_scores_codex":[0.9950305,0.0006223072,0.001087085,0.001213413,0.0006668078,0.001379918],"domain_scores_gemma":[0.9964738,0.0004174311,0.0008075949,0.0008459075,0.0003443374,0.001110916],"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":[0.00003947096,0.00009901556,0.00002993182,0.0001657066,0.0001791751,0.0002347481,0.01047423,0.00001119245,0.000009827358,0.7252668,0.10703,0.1564599],"study_design_scores_gemma":[0.0006081201,0.00006403889,0.0001254192,0.0002764961,0.0002910264,0.00001397294,0.0004440246,0.00002427613,0.000006235602,0.04935685,0.9475669,0.001222642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001262622,0.004935728,0.0002506322,0.003359153,0.004014724,0.0008417217,0.0003282556,0.0002539315,0.9847533],"genre_scores_gemma":[0.007028094,0.0006136902,0.0002781927,0.003746268,0.002515497,0.00009219888,0.00008370111,0.0002051478,0.9854372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8405369,"threshold_uncertainty_score":0.9993743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W605849752","doi":"","title":"Littérature amérindienne du Québec : écrits de langue française","year":2004,"lang":"fr","type":"book","venue":"Hurtubise HMH eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Art","authors":[{"name":"Maurizio Gatti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00989601659937752,"gpt":0.199236131228201,"spread":0.1893401146288235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0005486886,0.0006185979,0.0007739792,0.0007107538,0.002507518,0.0004841547,0.0009883316,0.00148635,0.006718569],"category_scores_gemma":[0.0001952031,0.000855258,0.0006482646,0.0002169392,0.004223213,0.0001797913,0.0001485583,0.001472794,0.002705661],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01352132,"about_ca_system_score_gemma":0.05062075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9512459,"about_ca_topic_score_gemma":0.9988523,"domain_scores_codex":[0.9962971,0.0002845385,0.0005693366,0.0008336658,0.0007137735,0.001301551],"domain_scores_gemma":[0.9973758,0.0001707747,0.0003368151,0.0006665619,0.0002289258,0.001221106],"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":[0.00005907081,0.000162743,0.0001251808,0.0007003775,0.0002433509,0.002067313,0.1041515,0.00002713253,0.00006374354,0.5417402,0.3047312,0.04592825],"study_design_scores_gemma":[0.0005885176,0.00008350285,0.0003066883,0.0007679244,0.000267597,0.00006725997,0.001138152,0.000002937547,0.000006488821,0.002925272,0.9929614,0.0008842436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002291654,0.01277567,0.00002378246,0.00399362,0.002509627,0.0006223305,0.0003547619,0.0002208622,0.9772077],"genre_scores_gemma":[0.01805864,0.0007299269,0.0001239725,0.001801095,0.004801682,0.00007124084,0.00006825427,0.0001402652,0.9742049],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6882302,"threshold_uncertainty_score":0.9998099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W589289805","doi":"","title":"L'écrivain imaginaire : essai sur le roman québécois, 1960-1995","year":2004,"lang":"fr","type":"book","venue":"Hurtubise HMH eBooks","topic":"Historical and Literary Analyses","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Art","authors":[{"name":"Roseline Tremblay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02489532625664133,"gpt":0.2106461154037586,"spread":0.1857507891471173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003391811,0.001508171,0.001692341,0.0004820974,0.002334965,0.0006643495,0.001065274,0.0006432417,0.006546244],"category_scores_gemma":[0.0000488516,0.001463047,0.0012947,0.00005987738,0.002390021,0.0004937599,0.000301467,0.00148153,0.001465698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001862856,"about_ca_system_score_gemma":0.005291073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07629132,"about_ca_topic_score_gemma":0.02365465,"domain_scores_codex":[0.9946676,0.0003289419,0.001444601,0.001432833,0.0008364661,0.001289547],"domain_scores_gemma":[0.9968086,0.0002351199,0.0006081783,0.001286711,0.0003600855,0.0007012666],"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":[0.00008273411,0.0005196411,0.00001225183,0.0009260067,0.0004401861,0.000899536,0.04104449,0.00001442465,0.0000246639,0.8304226,0.1163994,0.00921404],"study_design_scores_gemma":[0.001309129,0.0003162564,0.00002909684,0.00133637,0.0006115493,0.00005880728,0.0005241435,0.00003449466,0.00004689883,0.03074692,0.9632829,0.001703402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008848925,0.01375985,0.00005928719,0.002548173,0.002609784,0.0006799689,0.0006543351,0.0004154604,0.9783882],"genre_scores_gemma":[0.02142258,0.000149854,0.000121455,0.001944914,0.005304871,0.0001136552,0.0005456314,0.0002676625,0.9701294],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8468835,"threshold_uncertainty_score":0.9997667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W421326924","doi":"","title":"L'essai québécois depuis 1845 : étude et anthologie","year":2005,"lang":"fr","type":"book","venue":"Hurtubise HMH eBooks","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Art; Political science","authors":[{"name":"Laurent Mailhot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05938419962199634,"gpt":0.2945441381697403,"spread":0.235159938547744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007648825,0.001376126,0.001644829,0.0005644996,0.001394174,0.0010108,0.0009897556,0.0007967238,0.01199377],"category_scores_gemma":[0.000239581,0.001292585,0.001286501,0.00003651653,0.002000947,0.0001378097,0.0004726001,0.001307487,0.002119246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004268133,"about_ca_system_score_gemma":0.001774002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01315025,"about_ca_topic_score_gemma":0.07828542,"domain_scores_codex":[0.9947788,0.0003183855,0.001402658,0.001327647,0.0009080091,0.001264552],"domain_scores_gemma":[0.9961076,0.0004547862,0.0007875792,0.001462909,0.0006749399,0.0005121917],"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":[0.00004893359,0.00032856,0.0000824315,0.0002460973,0.0009354458,0.0006176075,0.007148212,0.00004991926,0.000008946661,0.9466435,0.03003122,0.01385915],"study_design_scores_gemma":[0.000795508,0.0002013536,0.0001014557,0.0005281355,0.002374482,0.00002423318,0.001481431,0.000130362,0.00005130186,0.01837829,0.974376,0.001557438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001784342,0.007146457,0.00005272869,0.001407215,0.002179342,0.0005392734,0.001111193,0.0002836728,0.9854957],"genre_scores_gemma":[0.08453483,0.001916507,0.0003792781,0.003378135,0.01507029,0.000105627,0.0005604257,0.000276363,0.8937786],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9443448,"threshold_uncertainty_score":0.9999059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W620438825","doi":"","title":"Débat sur la génétique humaine au Québec : représentations et imaginaires sociaux","year":2003,"lang":"fr","type":"book","venue":"Hurtubise HMH eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Art","authors":[{"name":"Daniel Ducharme","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02826319293594996,"gpt":0.3051223499003125,"spread":0.2768591569643625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0009755826,0.0005988049,0.0007995619,0.0007857855,0.003706423,0.0007880349,0.0006775968,0.0008669372,0.003162713],"category_scores_gemma":[0.000472545,0.0008760044,0.0007170773,0.0001909243,0.006343708,0.00036658,0.0001168207,0.001203621,0.001174736],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01166143,"about_ca_system_score_gemma":0.06333318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9549856,"about_ca_topic_score_gemma":0.9981149,"domain_scores_codex":[0.9950778,0.001363093,0.0007878509,0.0009469801,0.000831107,0.0009931142],"domain_scores_gemma":[0.9968801,0.0007457067,0.0005608152,0.0007173214,0.0003714346,0.0007246736],"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":[0.00001147482,0.00009215983,0.0001681892,0.0001658573,0.0001644309,0.0002577636,0.05206108,0.000004984991,0.00003958631,0.5198968,0.4174032,0.009734509],"study_design_scores_gemma":[0.0004807991,0.00004572935,0.001312909,0.0003005845,0.0003158777,0.00003335855,0.001364123,0.000002778233,0.000009838606,0.01553668,0.9797253,0.0008720116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003259198,0.001606695,0.00004342943,0.007316546,0.002412946,0.0006782444,0.0002835233,0.000175284,0.9842241],"genre_scores_gemma":[0.01190403,0.0006008573,0.0001476707,0.002634323,0.001179598,0.0001304707,0.00009395333,0.0001407632,0.9831683],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5623221,"threshold_uncertainty_score":0.999603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}