{"id":"W4410946407","doi":"10.25071/1708-6701.40504","title":"President's Message","year":2025,"lang":"fr","type":"article","venue":"CAML Review / Revue de l ACBM","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Political science","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":[0.01202297,0.001558263,0.002404264,0.002107908,0.004754444,0.01000655,0.003255094,0.05565582,0.06140539],"category_scores_gemma":[0.03503262,0.0009335286,0.003065759,0.001563355,0.002586994,0.005205885,0.002685404,0.03221263,0.05810136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005696063,"about_ca_system_score_gemma":0.01890395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008806434,"about_ca_topic_score_gemma":0.02001103,"domain_scores_codex":[0.9897426,0.00124675,0.0006130685,0.001073148,0.006001331,0.001323074],"domain_scores_gemma":[0.9753398,0.004409727,0.001276696,0.0008609218,0.01229283,0.005820049],"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":[0.00001042534,0.000008285298,0.00002612382,0.00004754869,0.000003354731,0.00003528498,0.000009200713,0.000004667437,0.00002589718,0.0005799315,0.9970823,0.002166939],"study_design_scores_gemma":[0.00002367371,0.00001674185,0.0003232397,0.0001762859,0.000007511928,0.00005767634,0.00003986887,0.0000176236,0.00003898187,0.0003449302,0.9989406,0.00001289249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.000181416,0.004730535,0.0001048447,0.720321,0.254958,0.0001085574,0.0002571005,0.0002193412,0.01911915],"genre_scores_gemma":[0.001133563,0.001572941,0.0003320382,0.8617201,0.06385149,0.0002535887,0.0001124429,0.00008419783,0.07093946],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06140539,"threshold_uncertainty_score":0.2054215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06579611219986561,"score_gpt":0.2749142167147785,"score_spread":0.2091181045149129,"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."}}