{"id":"W4417461112","doi":"10.1080/10130950.2025.2597216","title":"Gender Transformation, Homelessness and Economic Precarity in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Agenda","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precarity; Work (physics); Intersectionality; Government (linguistics)","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":[0.001347304,0.0002261836,0.0003783739,0.00173165,0.0280176,0.004340527,0.001456466,0.000671258,0.004684023],"category_scores_gemma":[0.002978667,0.0002694745,0.0003060058,0.004544111,0.008050777,0.001084798,0.003300415,0.001196816,0.0001751878],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1638879,"about_ca_system_score_gemma":0.2489544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9990226,"about_ca_topic_score_gemma":0.9997349,"domain_scores_codex":[0.9980593,0.0002419611,0.00004538058,0.000106555,0.0005334762,0.00101327],"domain_scores_gemma":[0.9970534,0.0003454356,0.0003369711,0.00006737898,0.001021482,0.00117532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001807019,0.00007900335,0.1681844,0.0004725622,0.00003185656,0.00219577,0.6978795,0.0004207894,0.0009398165,0.0361517,0.03316704,0.06029688],"study_design_scores_gemma":[0.0000128422,0.00003665268,0.1965769,0.0004303006,0.00001833224,0.0002849989,0.6909022,0.0001748862,0.0001788485,0.001492974,0.1098398,0.00005130794],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9007477,0.006334617,0.0004085398,0.02083067,0.0002108413,0.0001298923,0.001011549,0.00002681556,0.07029937],"genre_scores_gemma":[0.9847971,0.002696439,0.0002317317,0.001076998,0.00001565223,0.00003182626,0.0001336763,0.00001323819,0.0110034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1638879,"threshold_uncertainty_score":0.9697715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04222227190615984,"score_gpt":0.3494228427268735,"score_spread":0.3072005708207137,"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."}}