{"id":"W4382583242","doi":"10.3126/mef.v13i01.56070","title":"Vulnerable to Precarity: COVID-19 and the Experience of Difference by Newcomers, Immigrants, and Migrant Workers in Canada","year":2023,"lang":"en","type":"article","venue":"Molung Educational Frontier","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of the Fraser Valley","funders":"","keywords":"Immigration; Thematic analysis; Pandemic; Precarious work; Migrant workers; Demographic economics; Coronavirus disease 2019 (COVID-19); Precarity; Political science; Sociology; Economic growth; Qualitative research; Gender studies; Work (physics); Medicine; 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":[0.005326753,0.0004073847,0.001317428,0.002914667,0.01213995,0.008455228,0.001758169,0.001674325,0.003088996],"category_scores_gemma":[0.01311894,0.0004159783,0.0008385014,0.008448887,0.008054867,0.004143032,0.00608206,0.003002657,0.0001219007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04520691,"about_ca_system_score_gemma":0.1466201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9546565,"about_ca_topic_score_gemma":0.9800969,"domain_scores_codex":[0.9960492,0.001255414,0.0003822489,0.0003036994,0.0009176598,0.001091865],"domain_scores_gemma":[0.9901233,0.004102141,0.001494032,0.0001766815,0.002125659,0.001978152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001659217,0.0000409046,0.05641805,0.0127923,0.0002920872,0.003737008,0.8485539,0.0001117507,0.0002232726,0.005920553,0.0147825,0.05696175],"study_design_scores_gemma":[0.00001944876,0.00004025625,0.05662867,0.02250912,0.0002243353,0.0005788875,0.8712093,0.00003702706,0.00007747276,0.0008608618,0.04773109,0.00008358161],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5492464,0.3574177,0.0003302793,0.05328662,0.001051347,0.0002054362,0.00195295,0.00002700953,0.03648218],"genre_scores_gemma":[0.8521075,0.1378767,0.000358268,0.007158437,0.0001360841,0.00009687702,0.0003384208,0.00001802538,0.001909551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04534346,"threshold_uncertainty_score":0.3280006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793444592790819,"score_gpt":0.3133081959453737,"score_spread":0.2953737500174655,"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."}}