{"id":"W2755678863","doi":"10.1007/s12134-017-0518-0","title":"Immigrants and Precarious Work in Canada: Trends, 2006–2012","year":2017,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Immigration; Demographic economics; Work (physics); Sample (material); Precarious work; Demography; Sociology; Geography; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000620582,0.0005268526,0.0006071447,0.005422425,0.003716306,0.002521912,0.002119698,0.001054067,0.003424466],"category_scores_gemma":[0.002376788,0.0003681223,0.001104348,0.01512932,0.0009638241,0.0009854955,0.001746567,0.001481767,0.0005607594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02882146,"about_ca_system_score_gemma":0.07155257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961708,"about_ca_topic_score_gemma":0.9980551,"domain_scores_codex":[0.9986585,0.00004188402,0.0001667725,0.0001501356,0.0004081861,0.0005744296],"domain_scores_gemma":[0.9946806,0.0001009548,0.001008968,0.00006264098,0.002683745,0.001463138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001323845,0.00007023777,0.9770905,0.0001974872,0.0001239293,0.0001208625,0.001637304,0.0001618907,0.0001070958,0.0001887454,0.006222034,0.01394753],"study_design_scores_gemma":[0.000005669756,0.00001716225,0.990738,0.0001364268,0.00003788208,0.00006558458,0.003906692,0.0001446886,0.00005477942,0.00002044191,0.004855752,0.00001689991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212985,0.01099398,0.0001954783,0.003432301,0.0001689684,0.0001043126,0.05623313,0.00009187906,0.007481475],"genre_scores_gemma":[0.9648278,0.0091406,0.0003730693,0.0005419038,0.00006160726,0.0000683813,0.01678682,0.00002397851,0.008175675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02882146,"threshold_uncertainty_score":0.2091153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470177836874159,"score_gpt":0.3012188410791193,"score_spread":0.2865170627103777,"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."}}