{"id":"W3004746034","doi":"10.7202/1066816ar","title":"Les majorités nationales ont-elles une couleur ?","year":2020,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Art; Sociology; Philosophy","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0007035625,0.0002373276,0.0004019098,0.00009455618,0.001931967,0.0002610538,0.0005536065,0.0007070653,0.01561848],"category_scores_gemma":[0.001003545,0.0003234369,0.0003926429,0.0004772188,0.003830336,0.0003499492,0.0001125631,0.0008157513,0.001620108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001712633,"about_ca_system_score_gemma":0.002090356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2573211,"about_ca_topic_score_gemma":0.2747189,"domain_scores_codex":[0.9972962,0.000752715,0.0003654679,0.0004908398,0.0004921291,0.0006027142],"domain_scores_gemma":[0.9983165,0.0007712134,0.0002017653,0.0001588587,0.0001712668,0.0003804302],"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":[0.00001304245,0.00008161632,0.0007687156,0.00009563478,0.0001423608,0.00004259417,0.04323184,0.00004551673,0.00004882004,0.5881173,0.3314549,0.03595765],"study_design_scores_gemma":[0.0003483489,0.00007327395,0.002751955,0.00003097692,0.00007351955,9.624021e-7,0.03240613,0.00003321403,0.000003533364,0.04940428,0.9145061,0.0003677379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02109541,0.0428255,0.000125235,0.7226062,0.005907148,0.0003276645,0.0003920567,0.000273232,0.2064476],"genre_scores_gemma":[0.8232886,0.02936321,0.0007161597,0.01467501,0.003290133,0.00005128493,0.0001300983,0.00006920344,0.1284164],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8021931,"threshold_uncertainty_score":0.9999218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4196433656652574,"score_gpt":0.474795226868753,"score_spread":0.05515186120349558,"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."}}