{"id":"W2613753428","doi":"10.7202/1039715ar","title":"Les communautés francophones en situation minoritaire : un portrait de famille","year":2017,"lang":"fr","type":"article","venue":"Francophonies d Amérique","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Political science; Humanities; Art","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","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001037364,0.0003160676,0.0004700795,0.0002766395,0.009270703,0.001116806,0.001190347,0.0007439186,0.004623043],"category_scores_gemma":[0.0005118029,0.0004584414,0.0003219427,0.0002633367,0.002904367,0.0009051646,0.0001546119,0.0008353732,0.001223216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001643465,"about_ca_system_score_gemma":0.001439711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9393693,"about_ca_topic_score_gemma":0.9827138,"domain_scores_codex":[0.9972925,0.0005946783,0.0004392124,0.0004331294,0.0004447396,0.0007957444],"domain_scores_gemma":[0.9978179,0.0002563247,0.0004349427,0.0009294961,0.0001769212,0.0003844369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004818835,0.0002975387,0.01004723,0.000390068,0.0001793393,0.0002796333,0.3246265,0.0000968045,0.0003752339,0.02285383,0.09345639,0.5473492],"study_design_scores_gemma":[0.0005109813,0.00006676538,0.1313899,0.0002277175,0.00003616224,0.00001493384,0.02799913,0.0000822099,0.00007382334,0.004333699,0.8347673,0.000497364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6656131,0.05093394,0.0009860126,0.02292341,0.02619833,0.0007191235,0.0003751634,0.0002232391,0.2320278],"genre_scores_gemma":[0.8820733,0.006154269,0.0005488667,0.0003289407,0.002139142,0.00004963643,0.00001902006,0.00004950125,0.1086373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.741311,"threshold_uncertainty_score":0.9999201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391266965343461,"score_gpt":0.2541960756657072,"score_spread":0.2402834060122726,"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."}}