{"id":"W6884642736","doi":"10.11575/prism/27396","title":"Precarious Employment: Labour Market Insecurity among Immigrants in Canada","year":2014,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Earnings; Temporary work; Work (physics); Precarious work; Multilevel model; Unemployment; Paid work","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":[0.0009371856,0.0004019683,0.0004461256,0.002762833,0.005407631,0.002253393,0.001770447,0.0006033254,0.002903162],"category_scores_gemma":[0.002251127,0.0003387573,0.0007838394,0.006420378,0.00115467,0.0006536592,0.002176665,0.001180515,0.000310993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03237744,"about_ca_system_score_gemma":0.04543418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970021,"about_ca_topic_score_gemma":0.9985548,"domain_scores_codex":[0.9991585,0.00003580586,0.00004487726,0.0001074123,0.0003161172,0.0003373087],"domain_scores_gemma":[0.9984282,0.00006974719,0.0003881514,0.00004562452,0.0005202548,0.0005480368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005192414,0.0000420058,0.9830804,0.00006332255,0.0000500393,0.0001180799,0.004648716,0.0001256068,0.00009932702,0.0003706333,0.002604025,0.008745953],"study_design_scores_gemma":[0.000003849416,0.0000144145,0.9900131,0.0001041951,0.00001716612,0.0000350853,0.007661935,0.0002278579,0.00003313033,0.00005063754,0.001818029,0.0000205177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897058,0.0015487,0.00006850078,0.0009305771,0.00002631523,0.00005065963,0.004396744,0.000008539264,0.003264084],"genre_scores_gemma":[0.9946206,0.001464721,0.0001457608,0.0001882539,0.000007886466,0.00002307025,0.001992821,0.000005540974,0.001551372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03237744,"threshold_uncertainty_score":0.2349159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004534126215971743,"score_gpt":0.1667880271296336,"score_spread":0.1622539009136619,"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."}}