{"id":"W1576404275","doi":"","title":"Quebec's Lackluster Performance in Interprovincial Migration and Immigration: How, Why, and What Can Be Done","year":2002,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Census; Net migration rate; Demographic economics; Population; Economic shortage; Geography; Internal migration; Political science; Government (linguistics); Demography; Economics; Population growth; Sociology","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004323866,0.000295131,0.0005977729,0.0005410615,0.0004302982,0.0003911341,0.0002308388,0.000872052,0.0001033429],"category_scores_gemma":[0.000474398,0.0002930606,0.00004275231,0.0001151652,0.0001864868,0.00108542,0.0007027991,0.00341251,0.000005533101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130316,"about_ca_system_score_gemma":0.001107804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04375516,"about_ca_topic_score_gemma":0.7852358,"domain_scores_codex":[0.9950858,0.002155653,0.0009083766,0.0008224458,0.0002438005,0.000783916],"domain_scores_gemma":[0.9973471,0.001281449,0.0004041459,0.0005515463,0.0001694613,0.0002462835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003765346,0.00009192822,0.2881481,0.004844592,0.00004847948,0.00003287477,0.04925177,0.00009709346,0.00004149387,0.0002320809,0.0007087022,0.6561264],"study_design_scores_gemma":[0.002360685,0.0004168596,0.2754811,0.006970242,0.00001566888,0.00002509109,0.08889447,0.0323917,0.00002170563,0.0001707859,0.5921471,0.001104567],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957139,0.0009880502,0.000001504139,0.03491364,0.000831659,0.001873816,0.00003994706,0.00002260341,0.004189832],"genre_scores_gemma":[0.906266,0.08565748,0.00009942925,0.0007320581,0.0005628405,0.0005575701,0.00006150765,0.00004274811,0.006020316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7414806,"threshold_uncertainty_score":0.9999521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08659383878940913,"score_gpt":0.4127507340732967,"score_spread":0.3261568952838875,"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."}}