{"id":"W2340437234","doi":"10.3917/popu.1504.0771","title":"The Dynamics of Language Shift in Canada","year":2016,"lang":"fr","type":"article","venue":"Population (English Edition)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001237298,0.0003351711,0.0004742915,0.002961183,0.003021226,0.002209905,0.001185527,0.0005049757,0.003781255],"category_scores_gemma":[0.006975429,0.0002685392,0.0005151154,0.0064837,0.001175373,0.0007757421,0.001625003,0.0007865705,0.0004353444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02814176,"about_ca_system_score_gemma":0.03943284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923279,"about_ca_topic_score_gemma":0.9911446,"domain_scores_codex":[0.9986241,0.0001298472,0.00004754072,0.0003174867,0.0004743938,0.0004066546],"domain_scores_gemma":[0.9971131,0.0004501458,0.0002826049,0.0001680264,0.001679268,0.0003067223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003695913,0.00002822394,0.8216884,0.0001562795,0.0002263252,0.0003856477,0.01493109,0.006476551,0.002031873,0.008144809,0.006225308,0.139336],"study_design_scores_gemma":[0.00001367869,0.00002286451,0.964433,0.00007848369,0.00005726977,0.0001107176,0.007287283,0.006445871,0.0005078471,0.001226245,0.01976763,0.00004919015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816357,0.001669095,0.001666472,0.001674878,0.00003684863,0.00002904743,0.00411648,0.00006610695,0.009105425],"genre_scores_gemma":[0.992931,0.0007334275,0.0009233296,0.0001402722,0.000008881152,0.0000155077,0.001523662,0.00002980136,0.003694118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02814176,"threshold_uncertainty_score":0.2041837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006765651142536487,"score_gpt":0.2398230532956342,"score_spread":0.2330574021530977,"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."}}