{"id":"W7112380402","doi":"","title":"Family Homelessness and Canada’s National Housing Strategy: An Uncomfortable Coexistence","year":2025,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; National Policy; Government (linguistics); Housing First; Work (physics); Root (linguistics); Argumentation theory; Poverty; Public policy","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":[0.004582085,0.0004059302,0.0005521712,0.001537302,0.04490471,0.01461377,0.003055357,0.003828028,0.005403347],"category_scores_gemma":[0.006960937,0.0004443077,0.0004411955,0.003506183,0.02507752,0.003918963,0.006700292,0.005766944,0.0002435171],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2435584,"about_ca_system_score_gemma":0.3567404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9954462,"about_ca_topic_score_gemma":0.9979821,"domain_scores_codex":[0.9934126,0.001077926,0.0001103347,0.0004207391,0.001750331,0.003228104],"domain_scores_gemma":[0.9946021,0.0008998501,0.0002174705,0.000165017,0.001709227,0.002406439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009977468,0.0000794545,0.02161887,0.0003530823,0.00006204456,0.001975172,0.3664292,0.0007211195,0.0007508675,0.3913864,0.1325593,0.08396465],"study_design_scores_gemma":[0.0000181668,0.00003071502,0.01972514,0.0007683613,0.00003253758,0.0002643627,0.4710812,0.0004829965,0.0003885182,0.01184757,0.4952351,0.0001253776],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2731308,0.02022407,0.001456155,0.5275215,0.001331334,0.00009710823,0.0005467456,0.0001175706,0.1755747],"genre_scores_gemma":[0.9413092,0.00694802,0.001090134,0.02215378,0.0001020665,0.00003927509,0.00009549023,0.0000586547,0.02820337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2435584,"threshold_uncertainty_score":0.877365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475304810869169,"score_gpt":0.2934437753122827,"score_spread":0.268690727203591,"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."}}