{"id":"W4406141432","doi":"10.7202/1115116ar","title":"Les besoins des groupes francophones en contexte minoritaire en matière de recherche en immigration francophone1","year":2024,"lang":"fr","type":"article","venue":"Enjeux et société Approches transdisciplinaires","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Political science; Humanities; French; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01801494,0.0005615646,0.0007002805,0.002656491,0.01393336,0.00814369,0.001568849,0.001831833,0.01014229],"category_scores_gemma":[0.03559984,0.0004484656,0.0006869871,0.003850834,0.005881283,0.002676644,0.00623616,0.001983095,0.001132814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03072182,"about_ca_system_score_gemma":0.04106055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7176009,"about_ca_topic_score_gemma":0.7913795,"domain_scores_codex":[0.9844571,0.006270298,0.0008695489,0.001811216,0.003725703,0.002866174],"domain_scores_gemma":[0.9536443,0.01464099,0.007899109,0.002281548,0.01411381,0.007420354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004748152,0.0001051795,0.431224,0.001214113,0.0001830031,0.002055503,0.4418025,0.0003535292,0.00237994,0.009995248,0.01745518,0.09275686],"study_design_scores_gemma":[0.00002196617,0.0002031071,0.4983605,0.00197288,0.000130247,0.0006650581,0.3642564,0.0003522644,0.0007663687,0.001374927,0.1317454,0.0001508764],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390607,0.005388022,0.001648084,0.02088392,0.0003157739,0.0001799628,0.001068289,0.00005642034,0.03139886],"genre_scores_gemma":[0.967787,0.003531851,0.002679834,0.002292177,0.00008075241,0.0002013163,0.0005856936,0.0000525692,0.0227889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2823991,"threshold_uncertainty_score":0.5681244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09024880416671857,"score_gpt":0.4150849710738405,"score_spread":0.3248361669071219,"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."}}