{"id":"W4378838639","doi":"10.21203/rs.3.rs-2861044/v1","title":"Multifaceted Precarity: Pandemic Experiences of Recent Immigrant Women in the Accommodation and Food Services Sector","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Precarity; Precarious work; Accommodation; Pandemic; Immigration; Work (physics); Care work; Political science; Sociology; Demographic economics; Gender studies; Coronavirus disease 2019 (COVID-19); Psychology; Medicine; 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":[0.002569603,0.0004351348,0.0004854204,0.0008152,0.01682626,0.003440859,0.0009667382,0.001435004,0.002726188],"category_scores_gemma":[0.003001742,0.0004024401,0.0002593125,0.001044611,0.009030362,0.001756996,0.007029737,0.002650731,0.0002127333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006826825,"about_ca_system_score_gemma":0.01168318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2902085,"about_ca_topic_score_gemma":0.4890068,"domain_scores_codex":[0.9984869,0.0006687823,0.00003544156,0.00006491869,0.0001338398,0.0006100946],"domain_scores_gemma":[0.9984861,0.0005631681,0.0001725928,0.00006230847,0.0002253913,0.0004903844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001838797,0.00001956021,0.005913357,0.00003569645,0.000002452964,0.0007203991,0.9900093,0.00001477184,0.0003265552,0.0004341452,0.0005027552,0.002002676],"study_design_scores_gemma":[7.477816e-7,0.00001377418,0.001594268,0.00002711384,8.495841e-7,0.0000858041,0.9964004,0.00000979346,0.00003532153,0.00004886486,0.00177819,0.000004939569],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994389,0.000336471,0.00008095649,0.001887458,0.00004847678,0.00002537935,0.00003520319,0.000003622676,0.003193367],"genre_scores_gemma":[0.9973524,0.0004725282,0.00009029232,0.0005111232,0.00001442023,0.00002299291,0.00001914816,0.000004671351,0.001512516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2902085,"threshold_uncertainty_score":0.5770386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2876698629916835,"score_gpt":0.5116883283183615,"score_spread":0.224018465326678,"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."}}