{"id":"W4254919053","doi":"10.32920/ryerson.14655108","title":"Neither Temporary, Nor Permanent: The Precarious Employment Experiences of Refugee Claimants in Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; McGill University","funders":"","keywords":"Refugee; Employability; Citizenship; Immigration; Political science; Face (sociological concept); Refugee law; Demographic economics; Sociology; Law; Economics; Politics; Social science","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":[0.0009199699,0.0003778099,0.0005554646,0.000767212,0.01815654,0.003980432,0.0008293711,0.0008064409,0.003879535],"category_scores_gemma":[0.002032923,0.000434044,0.0003004714,0.00164437,0.006764213,0.001439188,0.005651448,0.001967772,0.0002982574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01941286,"about_ca_system_score_gemma":0.0181472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8976741,"about_ca_topic_score_gemma":0.97124,"domain_scores_codex":[0.9990851,0.0002132217,0.0000451987,0.00006733457,0.0001490442,0.0004401318],"domain_scores_gemma":[0.9986713,0.0001901633,0.0001990412,0.00004498291,0.0002054298,0.0006890739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003649308,0.00001793602,0.02019466,0.00005619154,0.000007153995,0.0009298785,0.9747875,0.00002256703,0.0004138348,0.0006202158,0.001067865,0.001845734],"study_design_scores_gemma":[0.000001069986,0.00001532901,0.01972109,0.00004897356,0.000003929307,0.00008183871,0.9774639,0.00001487128,0.00003552036,0.00002977113,0.002574811,0.000008853302],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996663,0.0003317131,0.00002118303,0.0007483923,0.00001841978,0.000009461043,0.00007529084,0.00000201807,0.002130406],"genre_scores_gemma":[0.9974036,0.0004980161,0.0000321755,0.0001289083,0.000003793144,0.000008014387,0.00005511337,0.000004224994,0.001866107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023259,"threshold_uncertainty_score":0.2058569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248721915976887,"score_gpt":0.3352130054279681,"score_spread":0.3103408138302794,"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."}}