{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0002693576,0.0007824934,0.0007255993,0.0003296164,0.003834264,0.0003759926,0.0004995404,0.0005282125,0.01826808],"category_scores_gemma":[0.000257264,0.0007062496,0.0008302403,0.00002161202,0.00331144,0.00008408058,0.0001503401,0.0009187789,0.001366627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003611782,"about_ca_system_score_gemma":0.0001480116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01126109,"about_ca_topic_score_gemma":0.02026955,"domain_scores_codex":[0.9973484,0.0001137288,0.0007097228,0.0006403438,0.0003595318,0.0008282459],"domain_scores_gemma":[0.9977122,0.0002028035,0.0003801112,0.0007546881,0.0004914087,0.0004588214],"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":[0.0000120732,0.00006166949,0.00006322736,0.0002372963,0.000546165,0.000101956,0.01848835,0.00002959407,0.00005831096,0.9467531,0.02918064,0.004467639],"study_design_scores_gemma":[0.0003959636,0.0001255436,0.0004150911,0.0009011247,0.001514756,0.00009229235,0.001442432,0.0002544745,0.00006383877,0.1158751,0.8779634,0.0009560888],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004710151,0.001247648,0.00471357,0.0008552288,0.001578432,0.0004020107,0.002702414,0.0004225417,0.983368],"genre_scores_gemma":[0.3304211,0.0001600181,0.001175972,0.0007455185,0.008935452,0.00008955485,0.0009165261,0.0001584172,0.6573974],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8487827,"threshold_uncertainty_score":0.9995388,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0002693576,0.0007824934,0.0007255993,0.0003296164,0.003834264,0.0003759926,0.0004995404,0.0005282125,0.01826808],"category_scores_gemma":[0.000257264,0.0007062496,0.0008302403,0.00002161202,0.00331144,0.00008408058,0.0001503401,0.0009187789,0.001366627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003611782,"about_ca_system_score_gemma":0.0001480116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01126109,"about_ca_topic_score_gemma":0.02026955,"domain_scores_codex":[0.9973484,0.0001137288,0.0007097228,0.0006403438,0.0003595318,0.0008282459],"domain_scores_gemma":[0.9977122,0.0002028035,0.0003801112,0.0007546881,0.0004914087,0.0004588214],"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":[0.0000120732,0.00006166949,0.00006322736,0.0002372963,0.000546165,0.000101956,0.01848835,0.00002959407,0.00005831096,0.9467531,0.02918064,0.004467639],"study_design_scores_gemma":[0.0003959636,0.0001255436,0.0004150911,0.0009011247,0.001514756,0.00009229235,0.001442432,0.0002544745,0.00006383877,0.1158751,0.8779634,0.0009560888],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004710151,0.001247648,0.00471357,0.0008552288,0.001578432,0.0004020107,0.002702414,0.0004225417,0.983368],"genre_scores_gemma":[0.3304211,0.0001600181,0.001175972,0.0007455185,0.008935452,0.00008955485,0.0009165261,0.0001584172,0.6573974],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8487827,"threshold_uncertainty_score":0.9995388,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0002693576,0.0007824934,0.0007255993,0.0003296164,0.003834264,0.0003759926,0.0004995404,0.0005282125,0.01826808],"category_scores_gemma":[0.000257264,0.0007062496,0.0008302403,0.00002161202,0.00331144,0.00008408058,0.0001503401,0.0009187789,0.001366627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003611782,"about_ca_system_score_gemma":0.0001480116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01126109,"about_ca_topic_score_gemma":0.02026955,"domain_scores_codex":[0.9973484,0.0001137288,0.0007097228,0.0006403438,0.0003595318,0.0008282459],"domain_scores_gemma":[0.9977122,0.0002028035,0.0003801112,0.0007546881,0.0004914087,0.0004588214],"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":[0.0000120732,0.00006166949,0.00006322736,0.0002372963,0.000546165,0.000101956,0.01848835,0.00002959407,0.00005831096,0.9467531,0.02918064,0.004467639],"study_design_scores_gemma":[0.0003959636,0.0001255436,0.0004150911,0.0009011247,0.001514756,0.00009229235,0.001442432,0.0002544745,0.00006383877,0.1158751,0.8779634,0.0009560888],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004710151,0.001247648,0.00471357,0.0008552288,0.001578432,0.0004020107,0.002702414,0.0004225417,0.983368],"genre_scores_gemma":[0.3304211,0.0001600181,0.001175972,0.0007455185,0.008935452,0.00008955485,0.0009165261,0.0001584172,0.6573974],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8487827,"threshold_uncertainty_score":0.9995388,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0002313627,0.0007006264,0.0005452301,0.0003495341,0.00453576,0.0002519557,0.0003936392,0.0006086637,0.01458772],"category_scores_gemma":[0.00003989541,0.0007299631,0.000559425,0.00001690033,0.003642242,0.0001370755,0.00007542989,0.001255749,0.0007137903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003243911,"about_ca_system_score_gemma":0.0002482468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001164612,"about_ca_topic_score_gemma":0.004298474,"domain_scores_codex":[0.9977821,0.000127434,0.0005236269,0.0005673232,0.0002544211,0.0007450973],"domain_scores_gemma":[0.998163,0.0001551896,0.0002806124,0.0007042901,0.000214581,0.0004822607],"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":[0.00002609033,0.00005818811,0.00006640158,0.0002497029,0.0001507451,0.00007576534,0.02625605,0.000008047412,0.00002943778,0.8747795,0.09397016,0.004329938],"study_design_scores_gemma":[0.0003789655,0.0001938735,0.0004385333,0.0009408955,0.0003551926,0.0001261369,0.0004294514,0.00002155323,0.00001462444,0.03559352,0.9607527,0.000754539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004762206,0.002768703,0.001108374,0.0004598073,0.002002396,0.0004137321,0.003350064,0.00031691,0.9848178],"genre_scores_gemma":[0.2200943,0.00009850886,0.000498782,0.0009761414,0.005497595,0.0001276145,0.0006207817,0.0001564732,0.7719298],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8667825,"threshold_uncertainty_score":0.9995151,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.000437965,0.0005301248,0.0005476414,0.0001640223,0.004888769,0.00008181176,0.0004715918,0.0006359268,0.002424127],"category_scores_gemma":[0.0001548776,0.0005679165,0.0004774575,0.00006681331,0.006548784,0.00006960263,0.0001823145,0.0007151986,0.0007121496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005128239,"about_ca_system_score_gemma":0.0004316603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01035989,"about_ca_topic_score_gemma":0.01143392,"domain_scores_codex":[0.9972778,0.0001711517,0.0004702171,0.0005174222,0.0004138295,0.001149595],"domain_scores_gemma":[0.9980235,0.0003412506,0.0002685868,0.0005167135,0.0002361507,0.0006137767],"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":[0.000005030305,0.00004105772,0.0003487371,0.00007105664,0.0001604616,0.00002226296,0.01508752,0.000008254939,0.000005660709,0.9312942,0.04244844,0.0105073],"study_design_scores_gemma":[0.0002445971,0.0001172537,0.002012058,0.0003550636,0.0003027221,0.00002688299,0.003627663,0.00003664137,0.00000806862,0.1936476,0.7990736,0.0005478364],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005964828,0.000857244,0.005881788,0.002034427,0.001203448,0.000398242,0.0007644346,0.0002349432,0.9826607],"genre_scores_gemma":[0.4517261,0.0005236177,0.001641703,0.001023544,0.003675896,0.0001085122,0.00008102851,0.0001039664,0.5411156],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7566252,"threshold_uncertainty_score":0.9996772,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0005088616,0.0005008369,0.0005471989,0.0002216952,0.00470034,0.00007381651,0.000550719,0.0007711789,0.007783629],"category_scores_gemma":[0.0001062439,0.0005262227,0.0007420263,0.0001063017,0.004738845,0.0001182533,0.00006941876,0.0007667877,0.001033648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006796952,"about_ca_system_score_gemma":0.0003908047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004290747,"about_ca_topic_score_gemma":0.01449369,"domain_scores_codex":[0.997546,0.0002801194,0.0004529172,0.0005689076,0.0004233244,0.0007287461],"domain_scores_gemma":[0.9981887,0.0001630226,0.0003252236,0.0005496197,0.0001975898,0.000575845],"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":[0.00001015833,0.00006397303,0.0002169101,0.00005874914,0.0003198271,0.00003794802,0.03579242,0.00003124827,0.0001149822,0.879899,0.07051887,0.01293596],"study_design_scores_gemma":[0.0001871932,0.00008085775,0.0005672306,0.0002818134,0.0008617928,0.00002556034,0.00187458,0.00003670038,0.00002083149,0.05309626,0.9423777,0.0005895077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003746454,0.00109631,0.01050797,0.00106282,0.0006901703,0.000270044,0.0003156309,0.0002441182,0.9820665],"genre_scores_gemma":[0.3745812,0.0002141645,0.0009803985,0.000715646,0.002089594,0.00008857427,0.0001285599,0.00006958048,0.6211323],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8718588,"threshold_uncertainty_score":0.9997442,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0002693576,0.0007824934,0.0007255993,0.0003296164,0.003834264,0.0003759926,0.0004995404,0.0005282125,0.01826808],"category_scores_gemma":[0.000257264,0.0007062496,0.0008302403,0.00002161202,0.00331144,0.00008408058,0.0001503401,0.0009187789,0.001366627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003611782,"about_ca_system_score_gemma":0.0001480116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01126109,"about_ca_topic_score_gemma":0.02026955,"domain_scores_codex":[0.9973484,0.0001137288,0.0007097228,0.0006403438,0.0003595318,0.0008282459],"domain_scores_gemma":[0.9977122,0.0002028035,0.0003801112,0.0007546881,0.0004914087,0.0004588214],"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":[0.0000120732,0.00006166949,0.00006322736,0.0002372963,0.000546165,0.000101956,0.01848835,0.00002959407,0.00005831096,0.9467531,0.02918064,0.004467639],"study_design_scores_gemma":[0.0003959636,0.0001255436,0.0004150911,0.0009011247,0.001514756,0.00009229235,0.001442432,0.0002544745,0.00006383877,0.1158751,0.8779634,0.0009560888],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004710151,0.001247648,0.00471357,0.0008552288,0.001578432,0.0004020107,0.002702414,0.0004225417,0.983368],"genre_scores_gemma":[0.3304211,0.0001600181,0.001175972,0.0007455185,0.008935452,0.00008955485,0.0009165261,0.0001584172,0.6573974],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8487827,"threshold_uncertainty_score":0.9995388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}