{"id":"W2182356775","doi":"","title":"Fulfilling the Promise: Integrating Immigrant Skills into the Canadian Economy","year":2002,"lang":"en","type":"article","venue":"","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Economy; Political science; Business; Economics","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":[0.002518557,0.0004358385,0.0004238183,0.002360806,0.01686147,0.009246125,0.001527431,0.001494932,0.00636115],"category_scores_gemma":[0.005406169,0.000182679,0.0005327041,0.003283834,0.008993921,0.004853367,0.00561517,0.002304307,0.0002919768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06394143,"about_ca_system_score_gemma":0.2383575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9883007,"about_ca_topic_score_gemma":0.99555,"domain_scores_codex":[0.9978101,0.0004860421,0.00003475809,0.00009379851,0.0003701004,0.001205333],"domain_scores_gemma":[0.9976071,0.0003445317,0.0001063063,0.0001014907,0.0007386179,0.001101862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002112667,0.0002949487,0.1090247,0.0003858795,0.0001006017,0.0007160818,0.1307222,0.002437961,0.0008489858,0.3586927,0.04794152,0.3486231],"study_design_scores_gemma":[0.00003908293,0.0001086935,0.18294,0.00114063,0.0002154501,0.0001975723,0.4265773,0.002357696,0.0009588464,0.1143384,0.2708974,0.0002289274],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5934516,0.009217145,0.00256286,0.1451565,0.0007659509,0.00009941713,0.0007318694,0.0001056367,0.2479091],"genre_scores_gemma":[0.9794017,0.004216777,0.001920586,0.004105587,0.00007746448,0.00003355993,0.00009341157,0.00002633651,0.0101247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06394143,"threshold_uncertainty_score":0.4639297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857501170301993,"score_gpt":0.2538061504528543,"score_spread":0.2352311387498344,"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."}}