{"id":"W4406714858","doi":"10.1007/978-3-031-76113-3_9","title":"Adapting to Distinct Societies: Québec Policy and Paradiplomacy in Migration","year":2025,"lang":"en","type":"book-chapter","venue":"Canada and international affairs","topic":"European Union Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001213497,0.0001268295,0.0001324981,0.000102074,0.000151825,0.00006102271,0.0001629297,0.00006503869,0.00007718591],"category_scores_gemma":[0.000382117,0.0001372701,0.00002592177,0.00004134215,0.0001130362,0.00007834165,0.00006834034,0.0001385345,0.000002056267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006089691,"about_ca_system_score_gemma":0.002220194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9563663,"about_ca_topic_score_gemma":0.9977196,"domain_scores_codex":[0.999164,0.00002092553,0.0001912099,0.0002205946,0.0002575366,0.0001456738],"domain_scores_gemma":[0.9995087,0.0001560086,0.00009721763,0.00006348693,0.00006237371,0.0001121918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008385757,0.000002669123,0.0006880135,0.00001211775,0.00001899177,0.000007857425,0.001660968,0.000002925266,9.861443e-7,0.923348,0.06795461,0.006294467],"study_design_scores_gemma":[0.00009015363,0.000008586682,0.003140332,0.0001758823,0.000004420699,8.410709e-7,0.0005777064,0.00001881415,8.79203e-7,0.004581497,0.9912591,0.0001418053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001060989,0.0004094264,0.00001063053,0.02447479,0.000205927,0.0001079188,0.0001261664,0.00001216579,0.973592],"genre_scores_gemma":[0.2720239,0.0006304379,0.00002292064,0.00155997,0.0004021405,0.000003880601,0.00001241802,0.000008955039,0.7253354],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9233045,"threshold_uncertainty_score":0.5597712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574651394539003,"score_gpt":0.2734870691174205,"score_spread":0.2577405551720304,"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."}}