{"id":"W7094585729","doi":"","title":"Éditoriaux","year":2025,"lang":"fr","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Géomatique du Québec","funders":"","keywords":"Identification (biology); Subject (documents); Table (database)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002751437,0.001614551,0.001144052,0.002515657,0.002081466,0.006080083,0.002287429,0.004187995,0.1498666],"category_scores_gemma":[0.01993752,0.0004512263,0.0007921673,0.001679369,0.0009977615,0.003915114,0.002086886,0.005114637,0.08988734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001520702,"about_ca_system_score_gemma":0.003421176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001561911,"about_ca_topic_score_gemma":0.003633591,"domain_scores_codex":[0.9971325,0.0003881752,0.0003334356,0.0005199076,0.001340604,0.0002853593],"domain_scores_gemma":[0.9853957,0.002198909,0.001212911,0.0007648392,0.007857061,0.002570498],"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":[0.00001998214,0.000009599135,0.00008219855,0.0001753696,0.000003611856,0.00008068392,0.00003816665,0.00001812823,0.0001146413,0.0009505556,0.9765158,0.02199123],"study_design_scores_gemma":[0.000002880128,0.000004284524,0.0001065888,0.0001042338,0.000002213035,0.00009879397,0.00003750633,0.0000174828,0.00005140863,0.0002676261,0.9993033,0.000003584712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000321843,0.02112002,0.0005753289,0.09228417,0.8437975,0.0000457914,0.0007060959,0.0002633621,0.04088584],"genre_scores_gemma":[0.004357516,0.02111557,0.0009620652,0.06836751,0.6097094,0.0001110031,0.0007321512,0.0003944378,0.2942503],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1498666,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3519876401179793,"score_gpt":0.611595803640462,"score_spread":0.2596081635224827,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}