{"id":"W4309490413","doi":"10.1007/978-3-031-14009-9_5","title":"Precarity, Opportunity, and Adaptation: Recently Arrived Immigrant and Refugee Experiences Navigating the Canadian Labour Market","year":2022,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Precarity; Refugee; Immigration; Livelihood; Agency (philosophy); Settlement (finance); Political science; Ethnography; Narrative; Sociology; Gender studies; Geography; Business; 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":[0.00101666,0.0004072605,0.0003543402,0.001002939,0.01984012,0.007250483,0.00120229,0.001165756,0.006060988],"category_scores_gemma":[0.001096166,0.0001923878,0.0002318155,0.002040541,0.01067317,0.001915192,0.003447511,0.00207688,0.0002990059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03838481,"about_ca_system_score_gemma":0.03964875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9357411,"about_ca_topic_score_gemma":0.9814285,"domain_scores_codex":[0.9993243,0.0001594386,0.00001019625,0.00005112261,0.0001972851,0.0002576365],"domain_scores_gemma":[0.999602,0.0001254241,0.00002706612,0.000009952656,0.00008656039,0.0001490708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007634412,0.000008753581,0.002051922,0.00007285248,0.000002008728,0.0007276944,0.9681755,0.00004922714,0.0002564999,0.01315357,0.006450281,0.009044099],"study_design_scores_gemma":[0.000001163003,0.000008903296,0.006973475,0.0001989846,0.000002938197,0.0002447134,0.8834555,0.00004508971,0.00005902477,0.0005232361,0.1084708,0.00001611266],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7647381,0.01489512,0.0005773432,0.01370941,0.0004819498,0.00008825413,0.0003220045,0.00003442788,0.2051533],"genre_scores_gemma":[0.9281448,0.01011522,0.0004970782,0.001229522,0.00003925539,0.00004289993,0.0001154568,0.00003309301,0.05978265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06425893,"threshold_uncertainty_score":0.2785026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000188477676037,"score_gpt":0.3703624638375485,"score_spread":0.2703436160699448,"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."}}