{"id":"W4285795474","doi":"10.3390/ijerph19148757","title":"Highly Educated Immigrant Workers’ Perspectives of Occupational Health and Safety and Work Conditions That Challenge Work Safety","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Occupational safety and health; Immigration; Vulnerability (computing); Work (physics); SAFER; Workplace safety; Qualitative research; Medicine; Environmental health; Sociology; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003311099,0.0003983368,0.0003885306,0.0007099166,0.006046923,0.003465157,0.0005001737,0.001273892,0.001843715],"category_scores_gemma":[0.003536348,0.0002526462,0.0003898461,0.0004190509,0.004599678,0.001469495,0.003386317,0.001761634,0.0001644971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002029548,"about_ca_system_score_gemma":0.003446888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04441598,"about_ca_topic_score_gemma":0.08143484,"domain_scores_codex":[0.9981646,0.001009252,0.00005103602,0.00006868984,0.000240807,0.0004656259],"domain_scores_gemma":[0.9972916,0.001144368,0.0003595774,0.00008813143,0.0003956782,0.0007205268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005640732,0.0000582803,0.02931147,0.00007872469,0.00001251125,0.001403639,0.9606748,0.00004439461,0.001054839,0.0007797763,0.000486538,0.00603863],"study_design_scores_gemma":[0.000002858095,0.0000650408,0.008082349,0.00005681179,0.000006490322,0.0002268661,0.9883494,0.00002944738,0.00007489794,0.0001510281,0.002945272,0.000009429091],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943909,0.0005146421,0.0001275241,0.001485919,0.00004648847,0.000006759548,0.000008284745,0.000002307569,0.0034172],"genre_scores_gemma":[0.997624,0.0005940011,0.00007489128,0.0005309429,0.00001698912,0.00000613373,0.000007662214,0.0000018277,0.001143536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04441598,"threshold_uncertainty_score":0.08831489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1364406409260638,"score_gpt":0.4761954267435689,"score_spread":0.3397547858175051,"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."}}