{"id":"W2982321905","doi":"10.7202/1064888ar","title":"Les dynamiques démographiques dans l’espace francophone face aux enjeux de l’immigration internationale de langue française au Québec et au Canada","year":2019,"lang":"fr","type":"article","venue":"Francophonies d Amérique","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"","keywords":"Humanities; Political science; French; Immigration; Ethnology; Art; Sociology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001204044,0.0004904879,0.0005813503,0.0002263351,0.001091814,0.0001565866,0.0006495184,0.000544622,0.001384189],"category_scores_gemma":[0.0002897066,0.0005575949,0.0002555159,0.0008624493,0.0005193001,0.0007558935,0.00008678903,0.0007167786,0.0001383541],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005366173,"about_ca_system_score_gemma":0.02330722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998931,"about_ca_topic_score_gemma":0.9999957,"domain_scores_codex":[0.9960448,0.0008202232,0.0006605534,0.0006291816,0.0007724818,0.001072736],"domain_scores_gemma":[0.9976739,0.0004904737,0.0004241659,0.0004537381,0.0004986138,0.0004591136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005154872,0.0001551245,0.5947383,0.0005703013,0.00008200728,0.00001856606,0.3597884,0.0008003023,0.0006243002,0.02172365,0.01987177,0.00157572],"study_design_scores_gemma":[0.0006452766,0.0001983622,0.5873378,0.0006880049,0.00003081041,0.0000170551,0.1386868,0.001579488,0.0008336967,0.001377645,0.2678054,0.0007996939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9326953,0.01409525,0.007357738,0.01936712,0.00487702,0.0007486431,0.0002687567,0.0001756221,0.0204145],"genre_scores_gemma":[0.9666878,0.009099604,0.0004546967,0.001409903,0.001696333,0.0001032407,0.0001135231,0.0000721165,0.02036278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2479336,"threshold_uncertainty_score":0.9996876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408390315145048,"score_gpt":0.2794678382637694,"score_spread":0.2653839351123189,"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."}}