{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"e341da55b627","filters":{"venue":"Chihab Éditions eBooks"}},"results":[{"id":"W4301827905","doi":"10.3917/chihab.azza.2014.01.0259","title":"Dictionnaire des écrivains algérien de langue française de 1990 à 2010","year":2014,"lang":"fr","type":"book-chapter","venue":"Chihab Éditions eBooks","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Francophone University Association","funders":"","keywords":"Art; Political science; History","authors":[{"name":"Sarah Kouider Rabah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.022933162605256,"gpt":0.2210163655348394,"spread":0.1980832029295835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005474548,0.001131047,0.0005175943,0.006323269,0.001610736,0.00175195,0.0003634414,0.0004378607,0.01236133],"category_scores_gemma":[0.001288398,0.0003236157,0.000300809,0.008592344,0.0009282624,0.001216408,0.0005487556,0.0009244846,0.002937418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004552415,"about_ca_system_score_gemma":0.006069157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2873932,"about_ca_topic_score_gemma":0.3339513,"domain_scores_codex":[0.9994981,0.00006856195,0.0001027863,0.00008912775,0.0001808004,0.00006061741],"domain_scores_gemma":[0.9993212,0.0001829355,0.0001368997,0.00004220252,0.0002791624,0.00003765617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004718169,0.00006929491,0.01438006,0.002179311,0.0001286464,0.001317963,0.01454528,0.001030123,0.004393714,0.05664277,0.2951247,0.6097163],"study_design_scores_gemma":[0.000008530197,0.00001200741,0.03293079,0.0002930067,0.00001528944,0.0004407918,0.000888675,0.00005197166,0.0005342215,0.0004746408,0.9643319,0.00001826602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1319918,0.3272338,0.004229941,0.008060229,0.006569599,0.000105858,0.06505704,0.0006093677,0.4561424],"genre_scores_gemma":[0.4126563,0.137792,0.01433306,0.001507509,0.001735024,0.0001593881,0.04065135,0.0006028794,0.3905625],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2873932,"threshold_uncertainty_score":0.5714407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4299814161","doi":"10.3917/chihab.azza.2014.01.0306","title":"Dictionnaire des écrivains algérien de langue française de 1990 à 2010","year":2014,"lang":"fr","type":"book-chapter","venue":"Chihab Éditions eBooks","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Francophone University Association","funders":"","keywords":"Political science; Philosophy","authors":[{"name":"Leïla Bouzenada","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.022933162605256,"gpt":0.2210163655348394,"spread":0.1980832029295835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005474548,0.001131047,0.0005175943,0.006323269,0.001610736,0.00175195,0.0003634414,0.0004378607,0.01236133],"category_scores_gemma":[0.001288398,0.0003236157,0.000300809,0.008592344,0.0009282624,0.001216408,0.0005487556,0.0009244846,0.002937418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004552415,"about_ca_system_score_gemma":0.006069157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2873932,"about_ca_topic_score_gemma":0.3339513,"domain_scores_codex":[0.9994981,0.00006856195,0.0001027863,0.00008912775,0.0001808004,0.00006061741],"domain_scores_gemma":[0.9993212,0.0001829355,0.0001368997,0.00004220252,0.0002791624,0.00003765617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004718169,0.00006929491,0.01438006,0.002179311,0.0001286464,0.001317963,0.01454528,0.001030123,0.004393714,0.05664277,0.2951247,0.6097163],"study_design_scores_gemma":[0.000008530197,0.00001200741,0.03293079,0.0002930067,0.00001528944,0.0004407918,0.000888675,0.00005197166,0.0005342215,0.0004746408,0.9643319,0.00001826602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1319918,0.3272338,0.004229941,0.008060229,0.006569599,0.000105858,0.06505704,0.0006093677,0.4561424],"genre_scores_gemma":[0.4126563,0.137792,0.01433306,0.001507509,0.001735024,0.0001593881,0.04065135,0.0006028794,0.3905625],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2873932,"threshold_uncertainty_score":0.5714407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300060872","doi":"10.3917/chihab.azza.2014.01.0094","title":"Dictionnaire des écrivains algérien de langue française de 1990 à 2010","year":2014,"lang":"fr","type":"book-chapter","venue":"Chihab Éditions eBooks","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Francophone University Association","funders":"","keywords":"Art; Political science; Philosophy","authors":[{"name":"Bouba Tabti Mohammedi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.022933162605256,"gpt":0.2210163655348394,"spread":0.1980832029295835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005474548,0.001131047,0.0005175943,0.006323269,0.001610736,0.00175195,0.0003634414,0.0004378607,0.01236133],"category_scores_gemma":[0.001288398,0.0003236157,0.000300809,0.008592344,0.0009282624,0.001216408,0.0005487556,0.0009244846,0.002937418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004552415,"about_ca_system_score_gemma":0.006069157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2873932,"about_ca_topic_score_gemma":0.3339513,"domain_scores_codex":[0.9994981,0.00006856195,0.0001027863,0.00008912775,0.0001808004,0.00006061741],"domain_scores_gemma":[0.9993212,0.0001829355,0.0001368997,0.00004220252,0.0002791624,0.00003765617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004718169,0.00006929491,0.01438006,0.002179311,0.0001286464,0.001317963,0.01454528,0.001030123,0.004393714,0.05664277,0.2951247,0.6097163],"study_design_scores_gemma":[0.000008530197,0.00001200741,0.03293079,0.0002930067,0.00001528944,0.0004407918,0.000888675,0.00005197166,0.0005342215,0.0004746408,0.9643319,0.00001826602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1319918,0.3272338,0.004229941,0.008060229,0.006569599,0.000105858,0.06505704,0.0006093677,0.4561424],"genre_scores_gemma":[0.4126563,0.137792,0.01433306,0.001507509,0.001735024,0.0001593881,0.04065135,0.0006028794,0.3905625],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2873932,"threshold_uncertainty_score":0.5714407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300587050","doi":"10.3917/chihab.azza.2014.01.0315","title":"Dictionnaire des écrivains algérien de langue française de 1990 à 2010","year":2014,"lang":"fr","type":"book-chapter","venue":"Chihab Éditions eBooks","topic":"North African History and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Francophone University Association","funders":"","keywords":"Political science; Art","authors":[{"name":"Amina Azza Bekkat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01656603539416813,"gpt":0.19593286835482,"spread":0.1793668329606519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004134604,0.0009189905,0.0003541071,0.004061605,0.00180949,0.001875518,0.000345775,0.0004791426,0.01674948],"category_scores_gemma":[0.0009056682,0.0002783115,0.000203292,0.006578989,0.0009251305,0.001089531,0.0005535877,0.0008559602,0.002765724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004780732,"about_ca_system_score_gemma":0.006002406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2453854,"about_ca_topic_score_gemma":0.3122652,"domain_scores_codex":[0.999699,0.00004609835,0.00004350919,0.00004518897,0.0001110708,0.00005519798],"domain_scores_gemma":[0.9996558,0.00007633113,0.00006821149,0.00002075718,0.0001561068,0.0000228489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002468806,0.00004978427,0.008172526,0.001861452,0.00006287934,0.001143006,0.01765996,0.0005968398,0.00214552,0.07363205,0.4002518,0.4941773],"study_design_scores_gemma":[0.000003868445,0.000006488689,0.01516519,0.0002459128,0.000005521572,0.0002255861,0.000792279,0.00002190142,0.0001817395,0.0003797367,0.9829634,0.00000838916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06375935,0.3482406,0.00149451,0.008526715,0.006977757,0.00008353811,0.0225471,0.000351979,0.5480183],"genre_scores_gemma":[0.2498112,0.134793,0.00519463,0.001757654,0.001544217,0.0001225999,0.01164585,0.0003210553,0.5948098],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2453854,"threshold_uncertainty_score":0.4879143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4301350703","doi":"10.3917/chihab.azza.2014.01.0128","title":"Dictionnaire des écrivains algérien de langue française de 1990 à 2010","year":2014,"lang":"fr","type":"book-chapter","venue":"Chihab Éditions eBooks","topic":"African Studies and Geopolitics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Association Internationale des Études Québécoises","funders":"","keywords":"Political science; Geography; History","authors":[{"name":"Afifa Bererhi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02596668488152071,"gpt":0.260609699914651,"spread":0.2346430150331303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004848747,0.001018623,0.0004107994,0.004913862,0.001669582,0.001831409,0.0003998358,0.0004911342,0.01592503],"category_scores_gemma":[0.00105451,0.0003023201,0.0002342209,0.007847082,0.001000047,0.001203108,0.0005402762,0.0009484803,0.002571108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005143279,"about_ca_system_score_gemma":0.005974216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.266387,"about_ca_topic_score_gemma":0.3008003,"domain_scores_codex":[0.9996623,0.00005262737,0.00005342677,0.00005001374,0.0001238863,0.00005775721],"domain_scores_gemma":[0.9995847,0.00009626938,0.00008277116,0.0000246715,0.0001872842,0.00002423144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002220278,0.00004443042,0.006681861,0.001730761,0.00006159888,0.0007681953,0.01468191,0.0006222815,0.001605851,0.08151828,0.4238823,0.4681805],"study_design_scores_gemma":[0.00000385229,0.000006603197,0.01263011,0.0002317595,0.0000054119,0.0001946867,0.0006347147,0.00002291644,0.0001541177,0.0004372921,0.9856698,0.000008752246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0549054,0.3914237,0.001856874,0.009582,0.008508573,0.00008593935,0.02784111,0.0003915838,0.5054048],"genre_scores_gemma":[0.2393391,0.1647746,0.006694794,0.001850299,0.002156351,0.0001520863,0.01556732,0.0003967537,0.5690687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.266387,"threshold_uncertainty_score":0.5296729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4302546250","doi":"10.3917/chihab.azza.2014.01.0162","title":"Dictionnaire des écrivains algérien de langue française de 1990 à 2010","year":2014,"lang":"fr","type":"book-chapter","venue":"Chihab Éditions eBooks","topic":"African history and culture analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Francophone University Association","funders":"","keywords":"Computer science","authors":[{"name":"Leïla Bouzenada","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02077090408182896,"gpt":0.2387553683413252,"spread":0.2179844642594962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004733502,0.0009794598,0.0003810964,0.004799666,0.001684803,0.00169354,0.0003685312,0.0004796064,0.01420737],"category_scores_gemma":[0.001099722,0.0002902604,0.0002142112,0.007141434,0.001002286,0.001160326,0.0005218456,0.0009307851,0.002231257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004848754,"about_ca_system_score_gemma":0.005829101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2426651,"about_ca_topic_score_gemma":0.2915878,"domain_scores_codex":[0.9996846,0.0000527064,0.00004980357,0.00004610833,0.00011396,0.00005294231],"domain_scores_gemma":[0.9996033,0.0001017087,0.00007679639,0.00002333963,0.0001716993,0.00002323782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002287535,0.00004773212,0.007364562,0.001812474,0.00006371421,0.0009367513,0.01844404,0.0006294638,0.002096762,0.08906102,0.3480265,0.5312882],"study_design_scores_gemma":[0.000004168302,0.000007893297,0.01382701,0.0002601176,0.00000637297,0.0002445013,0.0007967828,0.00002771597,0.0002124774,0.0005227448,0.9840805,0.00000968496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06372699,0.3704003,0.002214804,0.009220171,0.007711371,0.00009177921,0.02182031,0.0003542808,0.52446],"genre_scores_gemma":[0.2701444,0.1572738,0.007731395,0.001834164,0.001957314,0.0001460587,0.01246332,0.0003741547,0.5480755],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2426651,"threshold_uncertainty_score":0.4825053,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300974270","doi":"10.3917/chihab.azza.2014.01.0188","title":"Dictionnaire des écrivains algérien de langue française de 1990 à 2010","year":2014,"lang":"fr","type":"book-chapter","venue":"Chihab Éditions eBooks","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Francophone University Association","funders":"","keywords":"Political science; Art","authors":[{"name":"Soumeya Bouanane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.022933162605256,"gpt":0.2210163655348394,"spread":0.1980832029295835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005474548,0.001131047,0.0005175943,0.006323269,0.001610736,0.00175195,0.0003634414,0.0004378607,0.01236133],"category_scores_gemma":[0.001288398,0.0003236157,0.000300809,0.008592344,0.0009282624,0.001216408,0.0005487556,0.0009244846,0.002937418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004552415,"about_ca_system_score_gemma":0.006069157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2873932,"about_ca_topic_score_gemma":0.3339513,"domain_scores_codex":[0.9994981,0.00006856195,0.0001027863,0.00008912775,0.0001808004,0.00006061741],"domain_scores_gemma":[0.9993212,0.0001829355,0.0001368997,0.00004220252,0.0002791624,0.00003765617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004718169,0.00006929491,0.01438006,0.002179311,0.0001286464,0.001317963,0.01454528,0.001030123,0.004393714,0.05664277,0.2951247,0.6097163],"study_design_scores_gemma":[0.000008530197,0.00001200741,0.03293079,0.0002930067,0.00001528944,0.0004407918,0.000888675,0.00005197166,0.0005342215,0.0004746408,0.9643319,0.00001826602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1319918,0.3272338,0.004229941,0.008060229,0.006569599,0.000105858,0.06505704,0.0006093677,0.4561424],"genre_scores_gemma":[0.4126563,0.137792,0.01433306,0.001507509,0.001735024,0.0001593881,0.04065135,0.0006028794,0.3905625],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2873932,"threshold_uncertainty_score":0.5714407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}