{"id":"W7161057229","doi":"10.7202/1125073ar","title":"La transition a déjà eu lieu…","year":2025,"lang":"fr","type":"article","venue":"Cahiers Société","topic":"Migration and Exile Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cégep Saint-Jean-sur-Richelieu; Université du Québec à Montréal","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001265478,0.0002877114,0.0002520555,0.0006565365,0.00598198,0.005275217,0.0003541008,0.001706073,0.0126271],"category_scores_gemma":[0.002548075,0.0001227866,0.0003159597,0.0008213565,0.005152359,0.003618024,0.003518582,0.00471061,0.0009703106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003708227,"about_ca_system_score_gemma":0.00493896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02969213,"about_ca_topic_score_gemma":0.04844719,"domain_scores_codex":[0.9986674,0.0005489345,0.0000264515,0.00009782908,0.0001329841,0.0005264185],"domain_scores_gemma":[0.9990014,0.0002398713,0.0001389732,0.00006555748,0.0001401149,0.0004139438],"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":[0.0004146333,0.0002450399,0.02537928,0.0002085919,0.00005234255,0.001787158,0.1212937,0.0002531571,0.001399014,0.7340208,0.03538094,0.07956551],"study_design_scores_gemma":[0.00003756557,0.0001625708,0.0676202,0.0004770207,0.00002099937,0.0009396474,0.1962602,0.0001827418,0.0005585008,0.02364665,0.7100374,0.00005658352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7005489,0.00706601,0.0008601999,0.07597178,0.003017514,0.00003261977,0.0002246501,0.00005792353,0.2122204],"genre_scores_gemma":[0.9456629,0.001498736,0.0001974825,0.002359377,0.0003696682,0.00002624894,0.0000514933,0.00002053136,0.04981346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02969213,"threshold_uncertainty_score":0.05903864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432153534861021,"score_gpt":0.3317364766828098,"score_spread":0.3174149413341996,"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."}}