{"id":"W2608421748","doi":"","title":"Transition from Temporary Foreign Workers to Permanent Residents, 1990 to 2014","year":2017,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Residence; Demographic economics; Temporary work; Business; Political science; Work (physics); Economics; Law; 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":[0.0005006467,0.0001990975,0.0002880103,0.001874287,0.003363918,0.002267546,0.0009341786,0.0004826878,0.00258381],"category_scores_gemma":[0.002468073,0.0002523407,0.0003961161,0.003758657,0.0009518338,0.0008303049,0.001900686,0.001319989,0.0003931811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02036873,"about_ca_system_score_gemma":0.03282317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871629,"about_ca_topic_score_gemma":0.9941103,"domain_scores_codex":[0.9992539,0.00002744038,0.0000340095,0.0001047894,0.0001890782,0.0003906938],"domain_scores_gemma":[0.9985836,0.00004345447,0.0002590936,0.00002399866,0.000594289,0.0004956491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002665901,0.00008756376,0.9404773,0.0001305715,0.00004781467,0.0002865538,0.01366792,0.0002778888,0.0002878074,0.0009794423,0.01049585,0.03299481],"study_design_scores_gemma":[0.000004980123,0.00001602546,0.9774738,0.00008072887,0.00001057786,0.00007571468,0.01420826,0.0001110519,0.00008966731,0.00004103969,0.007876311,0.0000118797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837539,0.001233089,0.00009281167,0.001123756,0.00004789182,0.0000472211,0.007776635,0.00001915453,0.005905641],"genre_scores_gemma":[0.9846082,0.001862867,0.0001771431,0.0003245291,0.00001884617,0.00003560295,0.005184746,0.00001170243,0.007776281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02036873,"threshold_uncertainty_score":0.1477861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025039738873016,"score_gpt":0.4317688400117164,"score_spread":0.3292648661244148,"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."}}