{"id":"W2257787915","doi":"","title":"Labour Market Information for Employers and Economic Immigrants in Canada: A Country Study","year":2013,"lang":"en","type":"article","venue":"CSLS Research Reports","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Business; Order (exchange); Labour economics; Immigration policy; Service delivery framework; Profit (economics); Service (business); Economic growth; Economics; Political science; Marketing; Finance","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":[0.00213525,0.000330182,0.0006059013,0.002938403,0.01511742,0.005151215,0.00138867,0.0009796554,0.004421548],"category_scores_gemma":[0.005477937,0.0004739268,0.0005349276,0.007114274,0.001970725,0.001446473,0.00303538,0.002348594,0.0004256488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05098565,"about_ca_system_score_gemma":0.1034035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947898,"about_ca_topic_score_gemma":0.9975193,"domain_scores_codex":[0.9972343,0.0002432539,0.00009689511,0.0001656116,0.0006593865,0.001600558],"domain_scores_gemma":[0.9944932,0.0007235212,0.0008810157,0.0001498192,0.001801364,0.001951108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009363352,0.0004035496,0.8434147,0.0001255433,0.00003077159,0.001328112,0.126794,0.00007667529,0.0002291257,0.001918872,0.005201097,0.02038401],"study_design_scores_gemma":[0.0000119776,0.00006007361,0.6859066,0.00020687,0.00002482024,0.0001988516,0.2988878,0.0001765828,0.00008537246,0.00009485616,0.01430211,0.00004424712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906599,0.0004092799,0.00004177212,0.00135801,0.00002026895,0.00007348308,0.0006851793,0.000003180755,0.006748874],"genre_scores_gemma":[0.992012,0.001073768,0.000117745,0.0007739006,0.0000118426,0.00005201878,0.0005544877,0.000007092614,0.005397138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05098565,"threshold_uncertainty_score":0.3699285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877866125751175,"score_gpt":0.3392445606672654,"score_spread":0.3104658994097537,"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."}}