{"id":"W6908437392","doi":"10.25740/zj097rt3960","title":"Language Politics and Migration Dynamics: A Case Study of Quebec's French Nationalism and its Impact on Migration Patterns","year":2024,"lang":"en","type":"article","venue":"Stanford Digital Repository","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nationalism; Politics; Census; Key (lock); Quality (philosophy); Prioritization","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":[0.0009082998,0.0003073247,0.0002836442,0.001413594,0.0141531,0.002496044,0.001400965,0.001309813,0.003840704],"category_scores_gemma":[0.001923389,0.0001538249,0.0002736246,0.003461303,0.00299245,0.0007890516,0.001632853,0.001084302,0.0002247701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0414453,"about_ca_system_score_gemma":0.0226301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897009,"about_ca_topic_score_gemma":0.9963428,"domain_scores_codex":[0.9990844,0.0003712257,0.00001496493,0.00005756873,0.00008150819,0.0003903795],"domain_scores_gemma":[0.9985864,0.0004786275,0.0001645718,0.00004676023,0.0003364166,0.000387243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002898413,0.0004964505,0.3502255,0.0002559359,0.0001154637,0.0250875,0.5248408,0.002730405,0.002169472,0.01643332,0.01877761,0.05857776],"study_design_scores_gemma":[0.00002600807,0.0001255215,0.2846192,0.00020887,0.00004367095,0.001195745,0.6678767,0.00173855,0.0002902092,0.0004617741,0.04335386,0.00005987458],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891363,0.0003450798,0.0001439035,0.001649946,0.00001264965,0.00003282057,0.0002489229,0.00000723734,0.008423232],"genre_scores_gemma":[0.993407,0.0003951294,0.000284598,0.0002947072,0.000006584676,0.00002506557,0.0001217528,0.000006258837,0.005458861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0414453,"threshold_uncertainty_score":0.3007081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006499332680949086,"score_gpt":0.2695680272787623,"score_spread":0.2630686945978132,"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."}}