{"id":"W4417042881","doi":"10.3138/chr.106.4.br7","title":"<i>La ligne de parti au Québec</i> . <i>De la Confédération à nos jours</i> . Alexandre Dumas","year":2025,"lang":"en","type":"article","venue":"Canadian Historical Review","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Ligne; Period (music); Margin (machine learning)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003625501,0.0001587962,0.0003291243,0.00005112369,0.0004899459,0.0001104764,0.0001444687,0.00008572343,0.0003626229],"category_scores_gemma":[0.0002727724,0.0001281669,0.0001387945,0.00008857754,0.00008833958,0.0000835106,0.00001213353,0.0002489118,0.00005151079],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004045606,"about_ca_system_score_gemma":0.002173941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4305619,"about_ca_topic_score_gemma":0.8932425,"domain_scores_codex":[0.9989486,0.0001973152,0.0002580161,0.0001815107,0.00009220071,0.0003224043],"domain_scores_gemma":[0.9992573,0.0001294924,0.00005896008,0.0001741343,0.0001069864,0.0002731899],"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":[0.000001735344,0.00001385749,0.0001161844,0.000468865,0.00003001294,0.00002626756,0.00514012,7.293755e-8,0.000003922597,0.1866245,0.8003497,0.007224784],"study_design_scores_gemma":[0.00009195008,0.00001869723,0.00004960124,0.0009786577,0.0001390718,0.000007408474,0.0001138947,5.092501e-7,0.000003572972,0.0003485439,0.9981061,0.0001420159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005231324,0.3062415,0.00001265125,0.02660867,0.0004639952,0.0001917842,0.00002084648,0.00003712549,0.666371],"genre_scores_gemma":[0.3138435,0.06361278,0.00006880586,0.1134735,0.002838754,0.0003709487,0.00007229517,0.00005952452,0.5056599],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4626807,"threshold_uncertainty_score":0.9997777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517908092218926,"score_gpt":0.2377934549712814,"score_spread":0.2226143740490922,"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."}}