{"id":"W1981671459","doi":"10.1353/ces.2014.0004","title":"Canadian Immigration Policy: Micro and Macro Issues with the Points Based Assessment System","year":2014,"lang":"fr","type":"article","venue":"Canadian ethnic studies","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Immigration policy; Rubric; Political science; Demographic economics; Economics; Economic growth; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001052847,0.0002412293,0.000287649,0.0002316207,0.001132165,0.00008230891,0.0002139738,0.000155161,0.00006986464],"category_scores_gemma":[0.0001277708,0.0001823152,0.00004501933,0.0007378384,0.0008233156,0.0001178153,0.00001555378,0.0002196979,0.00003259471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003137054,"about_ca_system_score_gemma":0.004078768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882775,"about_ca_topic_score_gemma":0.9999571,"domain_scores_codex":[0.9979057,0.0005873073,0.0002103132,0.0003157727,0.0002559405,0.0007249812],"domain_scores_gemma":[0.9983081,0.0002330618,0.0001099796,0.0002571523,0.0003108346,0.0007808966],"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":[0.000009478009,0.00001829085,0.005123114,0.0003980862,0.0005198151,0.00004196209,0.1514454,0.0003106171,0.00001447983,0.6040183,0.1197039,0.1183965],"study_design_scores_gemma":[0.000488341,0.0001530949,0.08753165,0.0004205827,0.0002029968,0.000009127149,0.1834368,0.01038501,0.000008831809,0.0003916502,0.7163762,0.0005957009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07273439,0.09250508,0.0001510588,0.817772,0.001248235,0.0008342272,0.0003366384,0.00005134538,0.01436698],"genre_scores_gemma":[0.9576778,0.006242086,0.0003622636,0.0119352,0.000770223,0.00006238306,0.00002315716,0.00003121766,0.02289562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8849435,"threshold_uncertainty_score":0.8707814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03780677584770731,"score_gpt":0.3582933119817698,"score_spread":0.3204865361340625,"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."}}