{"id":"W7106033665","doi":"10.63489/acad.2025.35749","title":"Note de la direction","year":2025,"lang":"fr","type":"article","venue":"Acadiensis","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008525551,0.0009726176,0.00142529,0.002163081,0.006670014,0.01106471,0.002674314,0.01951999,0.04602272],"category_scores_gemma":[0.02730537,0.0007415604,0.002366312,0.001255148,0.002253616,0.004317366,0.004445935,0.01877749,0.02067026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006716913,"about_ca_system_score_gemma":0.02414338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05520036,"about_ca_topic_score_gemma":0.06045003,"domain_scores_codex":[0.9878127,0.002049013,0.0008817898,0.001779325,0.005357714,0.00211952],"domain_scores_gemma":[0.9851461,0.003847183,0.0005972908,0.001528319,0.007260011,0.001621022],"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":[0.0001120248,0.00007935232,0.0006810246,0.0001466996,0.00003234371,0.0003363586,0.0003826741,0.00008405378,0.0009448202,0.07361614,0.9088312,0.01475325],"study_design_scores_gemma":[0.00003233665,0.00001785491,0.0009099984,0.0001389693,0.00001857655,0.0001234369,0.0001927431,0.00009529228,0.0003921072,0.002582094,0.9954779,0.00001883669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003468265,0.01308153,0.002546161,0.5532867,0.214264,0.0004943361,0.001949274,0.0006342658,0.2102755],"genre_scores_gemma":[0.02173758,0.003838046,0.004198505,0.2306505,0.02354945,0.0007017531,0.0009117481,0.00020801,0.7142045],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05520036,"threshold_uncertainty_score":0.1539613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008696861017197664,"score_gpt":0.3238958099148114,"score_spread":0.3151989488976137,"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."}}