{"meta":{"query_hash":"e341da55b627","filters":{"venue":"Chihab Éditions eBooks"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/e341da55b627","api":"https://metacan.xera.ac/api/v1/cohort?venue=Chihab+%C3%89ditions+eBooks"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Francophone University Association","funders":"","keywords":"Political science; Philosophy","score_opus":0.022933162605256,"score_gpt":0.22101636553483944,"score_spread":0.19808320292958345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299814161","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13199183,0.32723382,0.004229941,0.008060229,0.0065695993,0.000105858,0.06505704,0.00060936774,0.4561424],"genre_scores_gemma":[0.4126563,0.13779204,0.014333058,0.0015075089,0.0017350238,0.00015938815,0.040651355,0.0006028794,0.39056247],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994981,0.000068561945,0.00010278625,0.000089127745,0.0001808004,0.00006061741],"domain_scores_gemma":[0.9993212,0.00018293553,0.00013689967,0.000042202522,0.00027916243,0.00003765617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054745475,0.0011310467,0.0005175943,0.0063232686,0.0016107361,0.0017519498,0.00036344142,0.00043786067,0.012361335],"category_scores_gemma":[0.0012883977,0.0003236157,0.000300809,0.008592344,0.00092826237,0.0012164076,0.0005487556,0.00092448463,0.0029374184],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047181692,0.00006929491,0.014380061,0.0021793107,0.00012864642,0.0013179625,0.014545281,0.0010301225,0.004393714,0.05664277,0.29512468,0.6097163],"study_design_scores_gemma":[0.000008530197,0.000012007409,0.03293079,0.00029300668,0.000015289435,0.0004407918,0.00088867504,0.00005197166,0.0005342215,0.00047464075,0.96433187,0.000018266015],"about_ca_topic_score_codex":0.28739315,"about_ca_topic_score_gemma":0.3339513,"teacher_disagreement_score":0.28739315,"about_ca_system_score_codex":0.0045524146,"about_ca_system_score_gemma":0.0060691573,"threshold_uncertainty_score":0.5714407},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Francophone University Association","funders":"","keywords":"Art; Political science; Philosophy","score_opus":0.022933162605256,"score_gpt":0.22101636553483944,"score_spread":0.19808320292958345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300060872","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13199183,0.32723382,0.004229941,0.008060229,0.0065695993,0.000105858,0.06505704,0.00060936774,0.4561424],"genre_scores_gemma":[0.4126563,0.13779204,0.014333058,0.0015075089,0.0017350238,0.00015938815,0.040651355,0.0006028794,0.39056247],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994981,0.000068561945,0.00010278625,0.000089127745,0.0001808004,0.00006061741],"domain_scores_gemma":[0.9993212,0.00018293553,0.00013689967,0.000042202522,0.00027916243,0.00003765617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054745475,0.0011310467,0.0005175943,0.0063232686,0.0016107361,0.0017519498,0.00036344142,0.00043786067,0.012361335],"category_scores_gemma":[0.0012883977,0.0003236157,0.000300809,0.008592344,0.00092826237,0.0012164076,0.0005487556,0.00092448463,0.0029374184],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047181692,0.00006929491,0.014380061,0.0021793107,0.00012864642,0.0013179625,0.014545281,0.0010301225,0.004393714,0.05664277,0.29512468,0.6097163],"study_design_scores_gemma":[0.000008530197,0.000012007409,0.03293079,0.00029300668,0.000015289435,0.0004407918,0.00088867504,0.00005197166,0.0005342215,0.00047464075,0.96433187,0.000018266015],"about_ca_topic_score_codex":0.28739315,"about_ca_topic_score_gemma":0.3339513,"teacher_disagreement_score":0.28739315,"about_ca_system_score_codex":0.0045524146,"about_ca_system_score_gemma":0.0060691573,"threshold_uncertainty_score":0.5714407},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Francophone University Association","funders":"","keywords":"Political science; Art","score_opus":0.016566035394168132,"score_gpt":0.19593286835482004,"score_spread":0.17936683296065192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300587050","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06375935,0.34824064,0.0014945095,0.0085267145,0.006977757,0.00008353811,0.0225471,0.00035197896,0.54801834],"genre_scores_gemma":[0.24981122,0.13479297,0.0051946295,0.001757654,0.0015442175,0.00012259987,0.011645854,0.0003210553,0.59480983],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999699,0.000046098354,0.000043509186,0.00004518897,0.00011107081,0.000055197976],"domain_scores_gemma":[0.99965584,0.00007633113,0.00006821149,0.000020757176,0.00015610685,0.000022848903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041346037,0.0009189905,0.00035410706,0.004061605,0.00180949,0.0018755178,0.00034577496,0.00047914262,0.016749477],"category_scores_gemma":[0.00090566825,0.00027831155,0.00020329202,0.006578989,0.0009251305,0.0010895308,0.00055358774,0.00085596024,0.0027657237],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002468806,0.00004978427,0.008172526,0.0018614522,0.00006287934,0.0011430056,0.01765996,0.00059683976,0.0021455202,0.07363205,0.40025178,0.49417728],"study_design_scores_gemma":[0.0000038684448,0.0000064886895,0.015165194,0.0002459128,0.0000055215723,0.00022558607,0.00079227897,0.000021901416,0.00018173951,0.00037973668,0.98296344,0.00000838916],"about_ca_topic_score_codex":0.24538544,"about_ca_topic_score_gemma":0.31226516,"teacher_disagreement_score":0.24538544,"about_ca_system_score_codex":0.004780732,"about_ca_system_score_gemma":0.006002406,"threshold_uncertainty_score":0.48791426},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Francophone University Association","funders":"","keywords":"Political science; Art","score_opus":0.022933162605256,"score_gpt":0.22101636553483944,"score_spread":0.19808320292958345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300974270","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13199183,0.32723382,0.004229941,0.008060229,0.0065695993,0.000105858,0.06505704,0.00060936774,0.4561424],"genre_scores_gemma":[0.4126563,0.13779204,0.014333058,0.0015075089,0.0017350238,0.00015938815,0.040651355,0.0006028794,0.39056247],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994981,0.000068561945,0.00010278625,0.000089127745,0.0001808004,0.00006061741],"domain_scores_gemma":[0.9993212,0.00018293553,0.00013689967,0.000042202522,0.00027916243,0.00003765617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054745475,0.0011310467,0.0005175943,0.0063232686,0.0016107361,0.0017519498,0.00036344142,0.00043786067,0.012361335],"category_scores_gemma":[0.0012883977,0.0003236157,0.000300809,0.008592344,0.00092826237,0.0012164076,0.0005487556,0.00092448463,0.0029374184],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047181692,0.00006929491,0.014380061,0.0021793107,0.00012864642,0.0013179625,0.014545281,0.0010301225,0.004393714,0.05664277,0.29512468,0.6097163],"study_design_scores_gemma":[0.000008530197,0.000012007409,0.03293079,0.00029300668,0.000015289435,0.0004407918,0.00088867504,0.00005197166,0.0005342215,0.00047464075,0.96433187,0.000018266015],"about_ca_topic_score_codex":0.28739315,"about_ca_topic_score_gemma":0.3339513,"teacher_disagreement_score":0.28739315,"about_ca_system_score_codex":0.0045524146,"about_ca_system_score_gemma":0.0060691573,"threshold_uncertainty_score":0.5714407},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Association Internationale des Études Québécoises","funders":"","keywords":"Political science; Geography; History","score_opus":0.025966684881520714,"score_gpt":0.260609699914651,"score_spread":0.2346430150331303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301350703","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0549054,0.3914237,0.0018568744,0.009582,0.008508573,0.000085939355,0.027841114,0.00039158383,0.5054048],"genre_scores_gemma":[0.2393391,0.16477455,0.006694794,0.001850299,0.0021563505,0.0001520863,0.015567319,0.0003967537,0.56906873],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996623,0.000052627372,0.000053426775,0.00005001374,0.00012388628,0.00005775721],"domain_scores_gemma":[0.99958473,0.00009626938,0.00008277116,0.000024671495,0.00018728417,0.000024231436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004848747,0.0010186232,0.0004107994,0.004913862,0.0016695824,0.001831409,0.00039983582,0.00049113424,0.015925033],"category_scores_gemma":[0.0010545097,0.00030232014,0.00023422089,0.007847082,0.001000047,0.0012031078,0.0005402762,0.00094848033,0.0025711078],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022202777,0.00004443042,0.0066818614,0.001730761,0.000061598876,0.00076819526,0.014681913,0.00062228146,0.0016058511,0.08151828,0.42388228,0.46818054],"study_design_scores_gemma":[0.00000385229,0.0000066031967,0.012630109,0.00023175954,0.0000054118996,0.00019468668,0.0006347147,0.000022916443,0.00015411769,0.00043729212,0.9856698,0.000008752246],"about_ca_topic_score_codex":0.266387,"about_ca_topic_score_gemma":0.3008003,"teacher_disagreement_score":0.266387,"about_ca_system_score_codex":0.005143279,"about_ca_system_score_gemma":0.005974216,"threshold_uncertainty_score":0.52967286},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Francophone University Association","funders":"","keywords":"Art; Political science; History","score_opus":0.022933162605256,"score_gpt":0.22101636553483944,"score_spread":0.19808320292958345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301827905","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13199183,0.32723382,0.004229941,0.008060229,0.0065695993,0.000105858,0.06505704,0.00060936774,0.4561424],"genre_scores_gemma":[0.4126563,0.13779204,0.014333058,0.0015075089,0.0017350238,0.00015938815,0.040651355,0.0006028794,0.39056247],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994981,0.000068561945,0.00010278625,0.000089127745,0.0001808004,0.00006061741],"domain_scores_gemma":[0.9993212,0.00018293553,0.00013689967,0.000042202522,0.00027916243,0.00003765617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054745475,0.0011310467,0.0005175943,0.0063232686,0.0016107361,0.0017519498,0.00036344142,0.00043786067,0.012361335],"category_scores_gemma":[0.0012883977,0.0003236157,0.000300809,0.008592344,0.00092826237,0.0012164076,0.0005487556,0.00092448463,0.0029374184],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047181692,0.00006929491,0.014380061,0.0021793107,0.00012864642,0.0013179625,0.014545281,0.0010301225,0.004393714,0.05664277,0.29512468,0.6097163],"study_design_scores_gemma":[0.000008530197,0.000012007409,0.03293079,0.00029300668,0.000015289435,0.0004407918,0.00088867504,0.00005197166,0.0005342215,0.00047464075,0.96433187,0.000018266015],"about_ca_topic_score_codex":0.28739315,"about_ca_topic_score_gemma":0.3339513,"teacher_disagreement_score":0.28739315,"about_ca_system_score_codex":0.0045524146,"about_ca_system_score_gemma":0.0060691573,"threshold_uncertainty_score":0.5714407},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Francophone University Association","funders":"","keywords":"Computer science","score_opus":0.020770904081828957,"score_gpt":0.23875536834132516,"score_spread":0.2179844642594962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302546250","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06372699,0.37040034,0.0022148043,0.009220171,0.007711371,0.000091779206,0.021820312,0.0003542808,0.52446],"genre_scores_gemma":[0.2701444,0.15727375,0.007731395,0.0018341638,0.0019573136,0.00014605868,0.012463324,0.00037415474,0.5480755],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996846,0.0000527064,0.00004980357,0.00004610833,0.000113959984,0.000052942312],"domain_scores_gemma":[0.99960333,0.000101708705,0.00007679639,0.000023339631,0.00017169934,0.00002323782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047335023,0.0009794598,0.00038109638,0.004799666,0.001684803,0.0016935397,0.00036853115,0.00047960636,0.014207372],"category_scores_gemma":[0.0010997216,0.00029026045,0.00021421124,0.0071414337,0.0010022861,0.0011603262,0.00052184565,0.00093078514,0.0022312573],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022875349,0.000047732115,0.007364562,0.0018124742,0.00006371421,0.0009367513,0.018444035,0.00062946376,0.002096762,0.08906102,0.34802654,0.5312882],"study_design_scores_gemma":[0.0000041683024,0.000007893297,0.013827015,0.00026011764,0.0000063729703,0.00024450125,0.00079678284,0.000027715967,0.00021247743,0.0005227448,0.9840805,0.00000968496],"about_ca_topic_score_codex":0.24266514,"about_ca_topic_score_gemma":0.29158777,"teacher_disagreement_score":0.24266514,"about_ca_system_score_codex":0.004848754,"about_ca_system_score_gemma":0.0058291014,"threshold_uncertainty_score":0.48250532},"labels":[],"label_agreement":null}]}