{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"c0aedc6fdfb2","filters":{"venue":"France forum."}},"results":[{"id":"W4411185825","doi":"10.3917/ffo.420.0058","title":"Quatre propositions pour l’avenir du fait français au Canada","year":2025,"lang":"fr","type":"article","venue":"France forum.","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"É.-Martin Meunier","is_ca":false},{"name":"Jacob Legault‐Leclair","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006476312829030852,"gpt":0.2673328422559416,"spread":0.2608565294269108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006521326,0.0002752596,0.0003612257,0.00009170048,0.001266663,0.00007336852,0.0005860757,0.0002820069,0.003176379],"category_scores_gemma":[0.0006595787,0.0003033109,0.0001666114,0.001099163,0.0005563667,0.0002508736,0.0000698007,0.0005769122,0.0001704383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040148,"about_ca_system_score_gemma":0.004790165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9741041,"about_ca_topic_score_gemma":0.9761394,"domain_scores_codex":[0.9969634,0.0006779855,0.0003662745,0.0004714987,0.0005108075,0.001010012],"domain_scores_gemma":[0.998649,0.0004251222,0.0001478392,0.0004077909,0.0001599646,0.0002102733],"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":[0.00001092414,0.0001749581,0.09896573,0.0002244988,0.0001516463,0.0001317883,0.01609742,0.000778662,0.0001676963,0.1671727,0.5113214,0.2048025],"study_design_scores_gemma":[0.0003311113,0.00003379388,0.01990907,0.0003691801,0.00006536255,0.000003476156,0.0032338,0.0006037701,0.0002592821,0.003189935,0.9716856,0.0003155698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07132912,0.03267126,0.02493333,0.3320641,0.01593208,0.0008162725,0.0001970303,0.000180604,0.5218762],"genre_scores_gemma":[0.6392273,0.0001141135,0.01235169,0.003369206,0.001418973,0.00006868789,0.00003216242,0.00003059436,0.3433873],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5678982,"threshold_uncertainty_score":0.9999419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402745279","doi":"10.3917/ffo.416.0071","title":"Will Kymlicka : éclairage d’un philosophe canadien sur les enjeux d’intégration en France","year":2024,"lang":"fr","type":"article","venue":"France forum.","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"René de Nicolay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009279049228527335,"gpt":0.2161603430026266,"spread":0.2068812937740993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004189542,0.0002665687,0.00031541,0.0003635784,0.001555442,0.0005712861,0.0004882106,0.0004225814,0.005267987],"category_scores_gemma":[0.0001882528,0.0003647312,0.0002607127,0.001014631,0.001074153,0.001611632,0.00004576834,0.0005751478,0.001314119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515324,"about_ca_system_score_gemma":0.001489897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7587423,"about_ca_topic_score_gemma":0.9343231,"domain_scores_codex":[0.9974609,0.0001969775,0.0003764559,0.0005965494,0.0005131647,0.0008559767],"domain_scores_gemma":[0.9988681,0.0001588468,0.00009552803,0.0003395487,0.000160431,0.0003775654],"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":[0.000006711268,0.00007371904,0.001031435,0.000419919,0.0001022319,0.0002984103,0.02585559,0.00008527389,0.00007998963,0.5049571,0.1586849,0.3084046],"study_design_scores_gemma":[0.0001602898,0.00006115674,0.001747111,0.0004250312,0.00005509138,0.00001131413,0.0007856713,0.0004865623,0.00001450173,0.01653146,0.9793144,0.0004074379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09326568,0.423817,0.0009440951,0.4018403,0.02517076,0.0008585755,0.001248947,0.0004362709,0.05241833],"genre_scores_gemma":[0.7973932,0.006110184,0.0001317627,0.001074629,0.003420943,0.00004992567,0.0000338358,0.00005972392,0.1917258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8206294,"threshold_uncertainty_score":0.9998805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404818243","doi":"10.3917/ffo.413.0069","title":"La diversité culturelle et religieuse en France et au Québec : le jeu des six familles","year":2023,"lang":"fr","type":"article","venue":"France forum.","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Art","authors":[{"name":"Charles Mercier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01016082231766082,"gpt":0.2371083581230565,"spread":0.2269475358053957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005919887,0.0001839807,0.0002503409,0.0002035424,0.002172648,0.0002249045,0.0005031577,0.000330347,0.0003531836],"category_scores_gemma":[0.0003229318,0.000243997,0.0002135507,0.0009455789,0.001738331,0.0006464431,0.0001418108,0.0004216446,0.003128706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008490037,"about_ca_system_score_gemma":0.0029944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9774931,"about_ca_topic_score_gemma":0.994782,"domain_scores_codex":[0.9980375,0.0003468524,0.0002021009,0.0003713725,0.0003720711,0.0006701186],"domain_scores_gemma":[0.9990391,0.0002696234,0.00009945314,0.0002561091,0.00007500075,0.0002607058],"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":[0.000009550044,0.0000765393,0.02941044,0.0001172694,0.00004304395,0.00009220471,0.1478515,0.0002710888,0.00004133552,0.09277947,0.7161153,0.0131923],"study_design_scores_gemma":[0.0003049994,0.00003131415,0.05208886,0.0001588224,0.0000210604,0.000001721893,0.0110083,0.00002143481,0.000007607355,0.002089303,0.9339849,0.0002816863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5589598,0.09088992,0.0001730249,0.1363031,0.005932616,0.0005223574,0.0006870502,0.0005238514,0.2060083],"genre_scores_gemma":[0.4656741,0.01661753,0.000148166,0.002556219,0.0003822971,0.00002500303,0.00002145418,0.0000382735,0.514537],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3085286,"threshold_uncertainty_score":0.9991264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414216428","doi":"10.3917/ffo.421.0038","title":"Faire (post)nation au Québec et au Canada","year":2025,"lang":"fr","type":"article","venue":"France forum.","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"","authors":[{"name":"Félix Mathieu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00489011611698491,"gpt":0.211114765583241,"spread":0.2062246494662561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001967632,0.0001017003,0.0001505437,0.0001555214,0.0015787,0.000113279,0.0002488858,0.0001339904,0.0007403753],"category_scores_gemma":[0.0001648097,0.0001517688,0.00007858888,0.000530314,0.0005452678,0.0003190159,0.00002787854,0.0001898115,0.0001502465],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01082371,"about_ca_system_score_gemma":0.06486869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999966,"about_ca_topic_score_gemma":0.9999999,"domain_scores_codex":[0.9987615,0.00008828148,0.0001812631,0.0002162347,0.0002877688,0.0004650045],"domain_scores_gemma":[0.9994211,0.00007525128,0.00007509775,0.0001665076,0.0001106955,0.0001514032],"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":[0.000005831223,0.00003483396,0.0143929,0.0001075512,0.00003584625,0.00001777623,0.01108404,0.0000979004,0.000007246579,0.3592485,0.4874465,0.127521],"study_design_scores_gemma":[0.0001395823,0.00001303434,0.02002829,0.0001135186,0.0000199488,4.303479e-7,0.002241159,0.00002923756,0.000004047074,0.0005046506,0.9767631,0.0001430368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04985809,0.01633827,0.000299622,0.4475567,0.01993725,0.0002844467,0.0003030857,0.00004549527,0.465377],"genre_scores_gemma":[0.3971104,0.0001505756,0.00001773041,0.006093532,0.0004154985,0.00001279186,0.00001164395,0.000008085952,0.5961798],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4893165,"threshold_uncertainty_score":0.9997211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}