{"id":"W4415586905","doi":"10.21083/crrf.v33i1.7890","title":"Policy Development Capacity to Attract Immigrants to Remote Regions | La Capacité D'élaboration de Politiques en Matière D'attraction D'immigrants Dans Les Centres Eloignés","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Immigration; Public policy; Immigration policy; Social policy; Policy development; Government (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01403347,0.0003751128,0.0004474459,0.001975301,0.00668773,0.00742138,0.00117132,0.002611239,0.02032682],"category_scores_gemma":[0.02161654,0.0004517087,0.0003781116,0.001555054,0.003554814,0.00229827,0.00892824,0.002865548,0.0008052081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01620517,"about_ca_system_score_gemma":0.05641357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1250816,"about_ca_topic_score_gemma":0.1804875,"domain_scores_codex":[0.9917153,0.003860286,0.0001827281,0.0003152722,0.0009557239,0.002970681],"domain_scores_gemma":[0.9711719,0.01298923,0.001878359,0.000882438,0.003906887,0.009171153],"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":[0.0004606048,0.0008321011,0.2263713,0.001801309,0.0001766532,0.001446783,0.108304,0.00661436,0.003702195,0.3069617,0.05630504,0.287024],"study_design_scores_gemma":[0.0002780987,0.0005370604,0.346407,0.002400718,0.000118337,0.0004208063,0.1717909,0.004502867,0.001615282,0.04552344,0.4262803,0.0001251343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5829008,0.004536684,0.003488284,0.1778169,0.000220082,0.0004110473,0.0003449175,0.0001471373,0.2301342],"genre_scores_gemma":[0.9732262,0.001347504,0.001548292,0.002817069,0.00009520105,0.0002612408,0.0001039858,0.00002137519,0.02057892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8749183,"threshold_uncertainty_score":0.2487071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02014384118825804,"score_gpt":0.2988882938496421,"score_spread":0.278744452661384,"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."}}