{"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":"1549bcf28b74","filters":{"venue":"Revue de la BNF"}},"results":[{"id":"W2901772348","doi":"10.3917/rbnf.055.0040","title":"Le ronéophone Pathé, au cœur de l’enquête des Ardennes","year":2017,"lang":"fr","type":"article","venue":"Revue de la BNF","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Geology; Political science; Humanities; Art","authors":[{"name":"Pascal Cordereix","is_ca":true},{"name":"Luc Verrier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01850710451053502,"gpt":0.2268846755083057,"spread":0.2083775709977707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001800603,0.0008021134,0.0003935375,0.001473109,0.007415119,0.004712765,0.0007132575,0.002415866,0.02136766],"category_scores_gemma":[0.005620388,0.0004125162,0.0002861079,0.001226914,0.006569861,0.003785584,0.002797867,0.005574969,0.004021353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004380092,"about_ca_system_score_gemma":0.004363967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02833804,"about_ca_topic_score_gemma":0.0349566,"domain_scores_codex":[0.9978182,0.001161616,0.00004792654,0.0003026336,0.0003816581,0.0002878613],"domain_scores_gemma":[0.9987301,0.0006342616,0.0001236807,0.00006441032,0.0002372862,0.0002102031],"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":[0.0003008473,0.00005344911,0.00318178,0.0005042364,0.0000248688,0.001731071,0.07350735,0.000309444,0.001200284,0.6398889,0.1912901,0.08800773],"study_design_scores_gemma":[0.00000451597,0.00001214146,0.0009401871,0.0001175924,0.000001944845,0.0003133074,0.003435249,0.00002166651,0.0001387086,0.001928162,0.9930788,0.000007714932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07170007,0.09189253,0.004980121,0.1749099,0.01783667,0.00005551829,0.0004362803,0.0002057144,0.6379832],"genre_scores_gemma":[0.4058124,0.03065445,0.002461135,0.009387529,0.003399962,0.00009417455,0.0001603057,0.0004058198,0.5476243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02833804,"threshold_uncertainty_score":0.071482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990094673","doi":"10.3917/rbnf.055.0009","title":"Le mur du son","year":2017,"lang":"fr","type":"article","venue":"Revue de la BNF","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Art","authors":[{"name":"Bertrand Dicale","is_ca":false},{"name":"Pascal Cordereix","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03232251833956237,"gpt":0.2759045440581662,"spread":0.2435820257186039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004932286,0.0006164481,0.0006454434,0.003753056,0.003435042,0.007765784,0.001151371,0.002125842,0.07889],"category_scores_gemma":[0.03107416,0.0003278871,0.0005565024,0.00298048,0.00341377,0.004052494,0.002995835,0.002875555,0.01825099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003599195,"about_ca_system_score_gemma":0.004545462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009839194,"about_ca_topic_score_gemma":0.01335673,"domain_scores_codex":[0.9929742,0.00246897,0.0003720073,0.0006485763,0.003145928,0.0003902278],"domain_scores_gemma":[0.976043,0.009261691,0.002204107,0.004382544,0.007301173,0.0008074439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002202086,0.00007058161,0.005268952,0.001257052,0.00006095382,0.001076112,0.02742976,0.0002418843,0.00714335,0.1180396,0.5486339,0.2905576],"study_design_scores_gemma":[0.000005194008,0.00004955394,0.002609228,0.0002746833,0.00001442061,0.0005699075,0.002759618,0.000126476,0.001320332,0.001932797,0.9903179,0.00001979982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03924866,0.01133684,0.008654734,0.06360856,0.04507033,0.0001842714,0.002472631,0.001044108,0.8283798],"genre_scores_gemma":[0.219838,0.01043728,0.007084988,0.007089733,0.01191222,0.0003633013,0.001242272,0.0009254672,0.7411068],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07889,"threshold_uncertainty_score":0.2639133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990379132","doi":"10.3917/rbnf.056.0164","title":"Le métal pétrifié","year":2018,"lang":"fr","type":"article","venue":"Revue de la BNF","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bibliothèque et Archives nationales du Québec; Treasury Board of Canada Secretariat","funders":"","keywords":"Philosophy","authors":[{"name":"Julien Olivier","is_ca":false},{"name":"Dominique Hollard","is_ca":false},{"name":"Inès Villela-Petit","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04039677539785999,"gpt":0.4263534871033016,"spread":0.3859567117054417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002384604,0.002190077,0.001433686,0.002623702,0.003328983,0.005912658,0.002051163,0.00269357,0.03008355],"category_scores_gemma":[0.00527569,0.001299835,0.003122033,0.001498327,0.00419858,0.006320651,0.002394672,0.005916645,0.01214914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004585763,"about_ca_system_score_gemma":0.004057069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05818191,"about_ca_topic_score_gemma":0.03138206,"domain_scores_codex":[0.9968393,0.0006380594,0.0001705022,0.0006925769,0.001269331,0.0003901551],"domain_scores_gemma":[0.997753,0.001105799,0.0000738372,0.0003764962,0.0005521771,0.0001387994],"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":[0.0001945005,0.0001026388,0.0006564657,0.0002415714,0.0000650685,0.0006273282,0.0003939365,0.009657509,0.004269741,0.8771846,0.0150909,0.09151567],"study_design_scores_gemma":[0.0001471683,0.000105007,0.00108447,0.0003299586,0.0001135957,0.0009906193,0.0004580964,0.07758236,0.01488784,0.4792697,0.4248769,0.0001543573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01905962,0.001300681,0.822802,0.004353215,0.002690846,0.0003295765,0.002410117,0.005568673,0.1414852],"genre_scores_gemma":[0.2913166,0.003087138,0.4346502,0.001783782,0.001374721,0.0007235145,0.004618198,0.002098169,0.2603477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05818191,"threshold_uncertainty_score":0.1156865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1573529046","doi":"10.3917/rbnf.034.0052","title":"Frédéric Chopin, Polonaise en si bémol mineur","year":2010,"lang":"fr","type":"article","venue":"Revue de la BNF","topic":"Historical and Literary Studies","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":"Musée de la Civilisation","funders":"","keywords":"Humanities; Chemistry; Art","authors":[{"name":"Cécile Reynaud","is_ca":false},{"name":"Catherine Massip","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008501399522778829,"gpt":0.2683267655086962,"spread":0.2598253659859173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001375943,0.0007666722,0.0005723597,0.001748906,0.004841647,0.00506489,0.0008875563,0.003440954,0.02787159],"category_scores_gemma":[0.005903407,0.0002837456,0.0001827726,0.001341752,0.002732518,0.004348196,0.001848256,0.003748967,0.009692137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004035905,"about_ca_system_score_gemma":0.002195482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02639779,"about_ca_topic_score_gemma":0.03071414,"domain_scores_codex":[0.9988561,0.0004297486,0.00004335264,0.0001926293,0.000368527,0.0001097077],"domain_scores_gemma":[0.99871,0.0006261355,0.00006921642,0.00005501909,0.0003990263,0.0001405637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004555611,0.00001583143,0.000226485,0.0001908458,0.000006669497,0.0001273443,0.002928478,0.00007139925,0.0001648458,0.1002882,0.8410323,0.05490214],"study_design_scores_gemma":[0.000003193059,0.000002472167,0.0003305171,0.000131279,0.000001352556,0.00009807295,0.0008699005,0.00003112865,0.0001117978,0.005099891,0.9933147,0.00000574578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003275951,0.451746,0.001987655,0.3483755,0.03538448,0.00002714106,0.0005483008,0.000215519,0.1584395],"genre_scores_gemma":[0.1051905,0.1585677,0.003051182,0.03664144,0.0176387,0.0001048417,0.0004518841,0.0005187185,0.677835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02787159,"threshold_uncertainty_score":0.09323972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4244913549","doi":"10.3917/rbnf.057.0009","title":"Décentrements","year":2018,"lang":"fr","type":"article","venue":"Revue de la BNF","topic":"French Urban and Social Studies","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":"Musée de la Civilisation","funders":"","keywords":"Environmental science","authors":[{"name":"Cristina Ion","is_ca":true},{"name":"Antoine de Baecque","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03975762406735999,"gpt":0.2966021169344686,"spread":0.2568444928671086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004675951,0.001336087,0.001636913,0.005121239,0.004891311,0.00926674,0.002023021,0.004509384,0.1971535],"category_scores_gemma":[0.02474041,0.0003871202,0.001512243,0.002865209,0.00205297,0.003652068,0.003409354,0.004881267,0.06854142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009404088,"about_ca_system_score_gemma":0.00778202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05127436,"about_ca_topic_score_gemma":0.03144455,"domain_scores_codex":[0.992254,0.002286736,0.0004577851,0.001029774,0.003105978,0.0008658657],"domain_scores_gemma":[0.9860563,0.002817823,0.0007849969,0.001637227,0.006812023,0.00189171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001902748,0.00006581542,0.00171133,0.0004938584,0.00004164293,0.0005841746,0.0009183297,0.0002088638,0.0005105403,0.06305911,0.8071932,0.1250227],"study_design_scores_gemma":[0.00001036461,0.000007764135,0.001030865,0.0002011576,0.000005289159,0.0002602314,0.0002890781,0.00005326133,0.0001083915,0.001726162,0.9962967,0.00001071044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007682832,0.08558659,0.00402553,0.2370584,0.2159197,0.0001977757,0.007615744,0.001346904,0.4405666],"genre_scores_gemma":[0.0728209,0.03121119,0.003867042,0.03009252,0.06583688,0.0004144579,0.004842974,0.0007805307,0.7901334],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1971535,"threshold_uncertainty_score":0.6595441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2897877526","doi":"10.3917/rbnf.055.0174","title":"Marcelle Lalou, une tibétologue à Paris","year":2017,"lang":"fr","type":"article","venue":"Revue de la BNF","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Computer science","authors":[{"name":"Emanuela Garatti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1181916741265737,"gpt":0.5002273211318303,"spread":0.3820356470052566,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00249807,0.001426683,0.0009207443,0.001678571,0.004362415,0.005086232,0.000881686,0.003774499,0.04605457],"category_scores_gemma":[0.007487197,0.000420862,0.0005917334,0.001026961,0.002522299,0.004153689,0.001867759,0.007118388,0.01330436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005960382,"about_ca_system_score_gemma":0.006835936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03170082,"about_ca_topic_score_gemma":0.02515706,"domain_scores_codex":[0.9979645,0.0007127115,0.00008962055,0.0004208871,0.0005688987,0.0002434889],"domain_scores_gemma":[0.9975793,0.001021758,0.0001350286,0.00007429656,0.0005672426,0.000622439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002870137,0.0001157926,0.002072587,0.0007027776,0.00005576513,0.002269678,0.003616919,0.0005799033,0.0008162826,0.08449578,0.7563813,0.1486061],"study_design_scores_gemma":[0.00001227394,0.00001476774,0.0009698315,0.0002227082,0.000003997279,0.0007028066,0.0007319765,0.00005778988,0.0001510074,0.002090201,0.9950255,0.00001721396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007431768,0.3754404,0.003999732,0.4298544,0.06971972,0.00004401516,0.0007803176,0.0004629825,0.1122666],"genre_scores_gemma":[0.09272376,0.1553643,0.004265513,0.05176898,0.03063013,0.0001452699,0.0003853186,0.0005327939,0.6641839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04605457,"threshold_uncertainty_score":0.1540679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2989899234","doi":"10.3917/rbnf.052.0106","title":"Cadavre exquis","year":2016,"lang":"es","type":"article","venue":"Revue de la BNF","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Art","authors":[{"name":"Corinne Le Bitouzé","is_ca":true},{"name":"Morwena Joly-Parvex","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009086782491070875,"gpt":0.260879545327372,"spread":0.2517927628363011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003748521,0.00187119,0.001639752,0.00254204,0.004969802,0.01076747,0.001741448,0.005229883,0.2436814],"category_scores_gemma":[0.01696297,0.0004364559,0.002355985,0.001222094,0.002675683,0.005388106,0.003375177,0.008800883,0.1013785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004542406,"about_ca_system_score_gemma":0.004608925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01597232,"about_ca_topic_score_gemma":0.01442482,"domain_scores_codex":[0.996628,0.0009082351,0.0002386166,0.0005524287,0.001138935,0.0005338725],"domain_scores_gemma":[0.9947734,0.001356915,0.0003051522,0.0008500218,0.0021076,0.0006068949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004532442,0.0001360503,0.001694946,0.000819071,0.0001106259,0.001685286,0.0009733139,0.0002581711,0.00157644,0.1545891,0.5973557,0.240348],"study_design_scores_gemma":[0.00001612416,0.00001887815,0.000364755,0.0002841668,0.00001233738,0.0007064597,0.0001735453,0.00003924654,0.0002212072,0.003444777,0.9947059,0.00001258145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008367103,0.03993177,0.01334951,0.1091978,0.1433029,0.0001917284,0.004161466,0.00292646,0.6785713],"genre_scores_gemma":[0.05315116,0.02090387,0.009318865,0.02529211,0.03159405,0.0003498584,0.002719383,0.001646459,0.8550242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2436814,"threshold_uncertainty_score":0.8151953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}