{"id":"W2901769386","doi":"","title":"How Temporary Were Canada?s Temporary Foreign Workers?","year":2018,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demographic economics; Business; Host (biology); 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":[0.0005736106,0.0001794472,0.0002542099,0.0008755499,0.005143174,0.002658062,0.0008292206,0.000437456,0.004023626],"category_scores_gemma":[0.002169439,0.0001599533,0.0003423608,0.002265403,0.00093999,0.0008680993,0.0008944708,0.001222244,0.0004363826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02108983,"about_ca_system_score_gemma":0.04470196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9922124,"about_ca_topic_score_gemma":0.9961823,"domain_scores_codex":[0.9993406,0.00003826575,0.00001924574,0.00008066299,0.0001230404,0.0003980638],"domain_scores_gemma":[0.9985399,0.00006403783,0.0002469835,0.00004477857,0.0004696182,0.0006346914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000878361,0.00004716554,0.9271753,0.00009434229,0.00004603685,0.0003103257,0.01203181,0.0001874217,0.0001663421,0.002301666,0.0201014,0.03745028],"study_design_scores_gemma":[0.000009282741,0.00002968444,0.865958,0.0003971518,0.00004562537,0.0002340031,0.09202593,0.0003779761,0.0002123017,0.0004203734,0.0402391,0.00005052118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725653,0.001431369,0.0002262539,0.00620464,0.0001045052,0.00005227168,0.009137593,0.00001492725,0.0102632],"genre_scores_gemma":[0.9865986,0.001797346,0.0002755631,0.0009864193,0.00002204079,0.00002930157,0.002767149,0.00001136223,0.00751219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02108983,"threshold_uncertainty_score":0.1530181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09704695727311195,"score_gpt":0.3894864132223192,"score_spread":0.2924394559492073,"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."}}