{"id":"W4297995925","doi":"10.32920/ryerson.14639271.v2","title":"Living with Precarious Legal Status in Canada: Implications for the Well-Being of Children and Families","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legal status; Disadvantaged; Feeling; Citizenship; Immigration; Affect (linguistics); Social status; Political science; Well-being; Psychology; Sociology; Law; Social psychology; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00115676,0.0001784511,0.0004103446,0.00107407,0.01364848,0.002561206,0.00103459,0.0003879239,0.002359643],"category_scores_gemma":[0.004480381,0.0001455881,0.0003113618,0.00237967,0.004686042,0.000701397,0.002949546,0.001648791,0.00007702151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04284291,"about_ca_system_score_gemma":0.08423819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9914094,"about_ca_topic_score_gemma":0.9970708,"domain_scores_codex":[0.9982408,0.0001747588,0.00004174116,0.0001108937,0.0003786765,0.001053121],"domain_scores_gemma":[0.9966288,0.0003033171,0.0004868447,0.00006032315,0.0008243771,0.001696222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001509909,0.0001192883,0.7258332,0.0001582417,0.00004547747,0.001433867,0.2154323,0.0002558315,0.0005697322,0.00681405,0.003462873,0.04572421],"study_design_scores_gemma":[0.000005669247,0.00003688429,0.7604312,0.0002153171,0.00002361389,0.000184806,0.2301341,0.00008041762,0.0001669088,0.0006163692,0.008072302,0.00003245443],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988692,0.0009726476,0.00004004647,0.002934145,0.00002681771,0.00001539876,0.0002486019,0.000002197428,0.007068016],"genre_scores_gemma":[0.9982559,0.0006166226,0.00005866439,0.0001647288,0.000004509433,0.000006809269,0.00004696227,0.000002330403,0.0008433204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04284291,"threshold_uncertainty_score":0.3108485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02149878388750223,"score_gpt":0.3330464422924792,"score_spread":0.311547658404977,"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."}}