{"id":"W4391746475","doi":"10.1111/capa.12552","title":"Unhoused women in Niagara: Lived expertise of homelessness in community‐engaged research","year":2024,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Social Sciences and Humanities Research Council of Canada; Brock University","keywords":"Disadvantage; Lived experience; Active listening; Community engagement; Sociology; Race (biology); Intersectionality; Gender studies; Public relations; Political science; Psychology; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005682611,0.0006447493,0.0007366443,0.001750045,0.03338913,0.009925883,0.002065523,0.002544983,0.005473058],"category_scores_gemma":[0.008486174,0.0006240113,0.0002656904,0.002018216,0.02772852,0.005265668,0.01210951,0.004656314,0.0003132146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01676963,"about_ca_system_score_gemma":0.02287223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4516369,"about_ca_topic_score_gemma":0.6751109,"domain_scores_codex":[0.9920974,0.005330381,0.0001548488,0.0003359044,0.000465791,0.001615739],"domain_scores_gemma":[0.9914962,0.004469954,0.000796102,0.0004654196,0.0008902045,0.00188213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007611764,0.00001691881,0.002233106,0.00004441519,0.000002082779,0.0004624848,0.9902146,0.000006416978,0.0001636893,0.002004037,0.001696197,0.003148465],"study_design_scores_gemma":[7.348747e-7,0.000004421291,0.0008842274,0.0000629845,0.000001462242,0.0001022607,0.9901288,0.000004823355,0.00003310552,0.0001685967,0.008603995,0.000004619847],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8353194,0.006960994,0.00104264,0.0750703,0.0006102797,0.0001576917,0.0001183345,0.00004234472,0.08067799],"genre_scores_gemma":[0.9860545,0.003088546,0.0003648584,0.003304206,0.00007532072,0.00007644661,0.00001715723,0.00002050625,0.006998336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5483631,"threshold_uncertainty_score":0.8980161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2009492287930847,"score_gpt":0.4606435523128387,"score_spread":0.259694323519754,"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."}}