{"meta":{"query_hash":"dde294fe8cad","filters":{"venue":"Autrement eBooks"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/dde294fe8cad","api":"https://metacan.xera.ac/api/v1/cohort?venue=Autrement+eBooks"},"results":[{"id":"W1550328698","doi":"10.3917/autre.brode.2005.01.0195","title":"Conclusion : le pouvoir obscur de la délation","year":2005,"lang":"fr","type":"book-chapter","venue":"Autrement eBooks","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Centre for Comparative Criminology","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.14174987019169977,"score_gpt":0.38667940777726134,"score_spread":0.24492953758556157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550328698","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045724963,0.022004025,0.005406067,0.44916585,0.13816683,0.000073142044,0.0004275916,0.00028637252,0.37989765],"genre_scores_gemma":[0.0552306,0.009411375,0.001930308,0.14482968,0.039609134,0.00014007476,0.00035681765,0.00068946654,0.74780256],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99773693,0.0007334121,0.00008003168,0.00033238647,0.0008712151,0.00024595228],"domain_scores_gemma":[0.99671555,0.001239546,0.00013936184,0.00016610314,0.001488183,0.00025130605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018546749,0.0006559126,0.00046592514,0.0014439758,0.004001462,0.008405745,0.0012675263,0.0035017927,0.031571686],"category_scores_gemma":[0.008242079,0.00018678576,0.0006921613,0.0010477069,0.0035029592,0.0047835894,0.003583766,0.005308047,0.010486038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042816395,0.000020365314,0.0002089065,0.00017850273,0.000011195525,0.00012036703,0.0028476098,0.00010146694,0.00029895263,0.14865096,0.82724935,0.020269478],"study_design_scores_gemma":[0.0000035557487,0.0000063963384,0.00023849982,0.0001564296,0.0000055596524,0.00006707421,0.0016111095,0.00004370541,0.00017014184,0.012699664,0.98499113,0.0000067018477],"about_ca_topic_score_codex":0.011781139,"about_ca_topic_score_gemma":0.0146480715,"teacher_disagreement_score":0.031571686,"about_ca_system_score_codex":0.0036924162,"about_ca_system_score_gemma":0.002694606,"threshold_uncertainty_score":0.10561782},"labels":[],"label_agreement":null},{"id":"W1662867381","doi":"10.3917/autre.desco.2008.01.0139","title":"L'homosexualité au bureau. A l'heure des transformations du droit conjugal et familial canadien","year":2008,"lang":"fr","type":"book-chapter","venue":"Autrement eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Art; Philosophy","score_opus":0.038800398637745814,"score_gpt":0.24322684669859837,"score_spread":0.20442644806085256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1662867381","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012917821,0.0894836,0.00042801778,0.04164539,0.0024291887,0.000024350695,0.000118412005,0.000029244115,0.85292405],"genre_scores_gemma":[0.20811783,0.03646668,0.00043443855,0.0040593403,0.00047732628,0.000027666429,0.000047998823,0.00005058646,0.75031805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99893945,0.00024329674,0.000016240932,0.000088056004,0.0003606607,0.0003523275],"domain_scores_gemma":[0.9996532,0.00009460392,0.000029055738,0.000025761163,0.000071462426,0.00012577981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084192643,0.00046752562,0.00038921353,0.0013071832,0.011967879,0.0064696386,0.0007367339,0.0019968543,0.017308697],"category_scores_gemma":[0.0017837714,0.0004260263,0.0001738628,0.0027118796,0.016633742,0.0020178554,0.002021404,0.0050357264,0.0015070854],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011538775,0.000020937767,0.0005055648,0.000045409724,0.0000017580313,0.00011388829,0.04247159,0.000046700763,0.000071868875,0.85344464,0.06611048,0.037155736],"study_design_scores_gemma":[0.0000055352502,0.0000076339775,0.0020957123,0.0001674024,0.000002777754,0.00011879679,0.011697632,0.000026369555,0.00005851396,0.020185186,0.96562606,0.000008291742],"about_ca_topic_score_codex":0.79350674,"about_ca_topic_score_gemma":0.86740476,"teacher_disagreement_score":0.20649326,"about_ca_system_score_codex":0.024655221,"about_ca_system_score_gemma":0.032417804,"threshold_uncertainty_score":0.41541862},"labels":[],"label_agreement":null},{"id":"W3005437292","doi":"","title":"Tous tes enfants dispersés","year":2019,"lang":"fr","type":"book","venue":"Autrement eBooks","topic":"Middle East and Rwanda Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Cartography; Geography","score_opus":0.041451161248409925,"score_gpt":0.2833861075903565,"score_spread":0.24193494634194657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005437292","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44175032,0.01809543,0.0020498985,0.12335052,0.0020802654,0.00009436379,0.00034516066,0.00008798063,0.4121461],"genre_scores_gemma":[0.7050951,0.012561864,0.0007299181,0.008817572,0.00048776242,0.0000855071,0.00010626633,0.000028760356,0.27208728],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942017,0.00028258422,0.00001547633,0.00006555969,0.000051915627,0.0001642697],"domain_scores_gemma":[0.9995365,0.0000829312,0.00013662966,0.000025135301,0.00010238448,0.00011647611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072125584,0.00040593525,0.00021354173,0.0005792795,0.0041216854,0.0021051774,0.0003016502,0.001236233,0.01753195],"category_scores_gemma":[0.001688908,0.0001366083,0.00013129508,0.00040197678,0.0027573865,0.0021820704,0.0020104914,0.0010876837,0.0029360529],"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":[0.00023762864,0.00015014989,0.045780443,0.00047502684,0.000056191897,0.005285342,0.3953361,0.00012264535,0.0057490286,0.27231058,0.0943208,0.18017612],"study_design_scores_gemma":[0.000014641256,0.00020552524,0.023495084,0.00052161864,0.000028643397,0.0025123898,0.17971516,0.0000490813,0.00091793016,0.009161841,0.7833483,0.000029769823],"about_ca_topic_score_codex":0.021082899,"about_ca_topic_score_gemma":0.039364938,"teacher_disagreement_score":0.021082899,"about_ca_system_score_codex":0.0016861381,"about_ca_system_score_gemma":0.0013655416,"threshold_uncertainty_score":0.058650255},"labels":[],"label_agreement":null},{"id":"W4289275688","doi":"10.3917/autre.depov.2021.01.0225","title":"Perspectives pour la formation des maîtres en Francophonie","year":2021,"lang":"fr","type":"book-chapter","venue":"Autrement eBooks","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.19712375403651797,"score_gpt":0.40189371934763346,"score_spread":0.2047699653111155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289275688","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84792656,0.010511219,0.00083200587,0.040258262,0.00037869482,0.00003673022,0.0002736709,0.000027263166,0.09975553],"genre_scores_gemma":[0.9822291,0.0022851634,0.00020275172,0.001135502,0.000046301822,0.000019717778,0.00005297328,0.000012703176,0.014015743],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99606353,0.0016821175,0.00010846825,0.0003201871,0.0004168123,0.0014089576],"domain_scores_gemma":[0.99465644,0.001609491,0.000885435,0.00016908784,0.00091962947,0.0017599576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004361645,0.00045179314,0.00028892086,0.0019144226,0.010851375,0.0051763724,0.00077551114,0.0012478307,0.014038446],"category_scores_gemma":[0.004183233,0.00021624117,0.00020979185,0.0024283344,0.00906204,0.004497914,0.004156966,0.0019464209,0.0007808201],"study_design_candidate":"theoretical_or_conceptual","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":[0.00009724459,0.000034317807,0.026301013,0.00023695214,0.000013111142,0.0010098957,0.86669004,0.000095889096,0.0008661309,0.05789204,0.00914906,0.037614312],"study_design_scores_gemma":[0.0000043224054,0.000043685024,0.039567504,0.0004518758,0.000007124838,0.00021293398,0.75622267,0.000051978925,0.00022008536,0.002208294,0.20098099,0.000028582232],"about_ca_topic_score_codex":0.2066556,"about_ca_topic_score_gemma":0.34004956,"teacher_disagreement_score":0.2066556,"about_ca_system_score_codex":0.016131192,"about_ca_system_score_gemma":0.011295645,"threshold_uncertainty_score":0.41090548},"labels":[],"label_agreement":null},{"id":"W4290078939","doi":"10.3917/autre.depov.2021.01.0007","title":"Perspectives pour la formation des maîtres en Francophonie","year":2021,"lang":"fr","type":"book-chapter","venue":"Autrement eBooks","topic":"Historical Linguistics and Language Studies","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","score_opus":0.03207622178779902,"score_gpt":0.23638528370792666,"score_spread":0.20430906192012765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290078939","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":[0.2711893,0.03644462,0.0017518777,0.113420665,0.002784871,0.000048001562,0.0002628191,0.00008603683,0.5740118],"genre_scores_gemma":[0.77689105,0.00471183,0.00063480384,0.0035072733,0.0005427971,0.00003634671,0.00006804462,0.000056207336,0.21355169],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99770266,0.00073790253,0.00004921729,0.00019315143,0.00024285394,0.0010742],"domain_scores_gemma":[0.9984701,0.0005073101,0.0001449159,0.000049532508,0.00025247355,0.0005755823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024171406,0.0006843905,0.00033478442,0.0010792809,0.0141705,0.008153456,0.00072836166,0.0029166194,0.016450567],"category_scores_gemma":[0.0023405866,0.0003316667,0.00029967292,0.0014888913,0.007859179,0.0036770357,0.0034312864,0.0041737133,0.0013181638],"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":[0.0001579094,0.00007079921,0.0033900207,0.00012213655,0.000011766763,0.0014538413,0.1403067,0.00018566642,0.0009717371,0.7506168,0.057765156,0.04494754],"study_design_scores_gemma":[0.000017342212,0.000052765437,0.010833025,0.0003025088,0.0000066072794,0.00029949815,0.05848994,0.00013990833,0.00032428175,0.012710198,0.9167936,0.000030263274],"about_ca_topic_score_codex":0.29333264,"about_ca_topic_score_gemma":0.40720505,"teacher_disagreement_score":0.29333264,"about_ca_system_score_codex":0.021155851,"about_ca_system_score_gemma":0.014206176,"threshold_uncertainty_score":0.5832505},"labels":[],"label_agreement":null},{"id":"W4290079678","doi":"10.3917/autre.depov.2021.01.0364","title":"Perspectives pour la formation des maîtres en Francophonie","year":2021,"lang":"fr","type":"book-chapter","venue":"Autrement eBooks","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université TÉLUQ","funders":"","keywords":"Political science","score_opus":0.03207622178779902,"score_gpt":0.23638528370792666,"score_spread":0.20430906192012765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290079678","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23735121,0.026882347,0.0016155032,0.37507153,0.0042239972,0.000073004034,0.0003322599,0.00006814192,0.35438195],"genre_scores_gemma":[0.80103016,0.005334647,0.0006217767,0.019000301,0.0006245628,0.000042708194,0.000105542225,0.00004773453,0.17319255],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99488235,0.0016862996,0.00012783923,0.00045398562,0.00050073833,0.0023488558],"domain_scores_gemma":[0.9939553,0.0014773627,0.00061301596,0.00022306608,0.00124781,0.0024833505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00637149,0.00072705373,0.00040638127,0.0015226825,0.015210776,0.010273213,0.0010188378,0.004555342,0.024930967],"category_scores_gemma":[0.00460082,0.00028682782,0.0004376666,0.001557777,0.010987529,0.0076130824,0.0050692055,0.0054444317,0.0015920495],"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":[0.0001571272,0.000100548736,0.0054750624,0.00020457244,0.000015063861,0.0015430131,0.16692682,0.00016872743,0.0007921438,0.70810366,0.071045645,0.04546767],"study_design_scores_gemma":[0.000013021674,0.000051949824,0.006020952,0.00031447847,0.000005785887,0.00024292833,0.07401439,0.00014343711,0.0002424016,0.017184813,0.90172416,0.000041732106],"about_ca_topic_score_codex":0.23193529,"about_ca_topic_score_gemma":0.285976,"teacher_disagreement_score":0.23193529,"about_ca_system_score_codex":0.0346228,"about_ca_system_score_gemma":0.020110546,"threshold_uncertainty_score":0.46117055},"labels":[],"label_agreement":null}]}