{"id":"W565587695","doi":"","title":"New Directions in Immigration Policy: Canadaâ€™s Evolving Approach to Immigration Selection","year":2012,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Boom; Immigration policy; Economic shortage; Commodity; Economics; Political science; Labour economics; Development economics; Demographic economics; Market economy; Government (linguistics); Engineering","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":[0.01958097,0.0006136979,0.001266221,0.002717566,0.0053288,0.01046553,0.003287819,0.005921488,0.01035227],"category_scores_gemma":[0.01387128,0.0004000835,0.0006867118,0.003766786,0.0244486,0.0104464,0.00483043,0.009178434,0.000762007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01991353,"about_ca_system_score_gemma":0.01832481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05610804,"about_ca_topic_score_gemma":0.08117279,"domain_scores_codex":[0.9908108,0.005628497,0.0002663321,0.001144687,0.001553809,0.0005959884],"domain_scores_gemma":[0.9899433,0.005748499,0.0005296548,0.0005988425,0.00205657,0.001123235],"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":[0.0000147001,0.0000462848,0.001783591,0.0001734766,0.00001930641,0.00005688249,0.00214328,0.0008854493,0.00007011568,0.9457043,0.01259693,0.03650561],"study_design_scores_gemma":[0.00002229095,0.00003340764,0.002296059,0.0005323022,0.00001385667,0.00009052716,0.005492381,0.004777376,0.00005947065,0.8506715,0.1359704,0.00004039762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01348487,0.03269049,0.03536648,0.8399267,0.003495878,0.00005637241,0.0001270296,0.00004726772,0.07480498],"genre_scores_gemma":[0.6482912,0.09404082,0.06076654,0.1104463,0.02042248,0.0003492079,0.0002010559,0.0001373645,0.06534513],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9438919,"threshold_uncertainty_score":0.1444834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02731518618685196,"score_gpt":0.3359486321648044,"score_spread":0.3086334459779524,"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."}}