{"id":"W4402515946","doi":"10.1111/capa.12579","title":"Lived Experience as Evidence for Research, Policy, and Advocacy on Homelessness in Canada","year":2024,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Political science; Lived experience; Public administration; Economic growth; Sociology; Psychology; Economics; Psychotherapist","routes":{"ca_aff":false,"ca_fund":true,"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":[0.03812755,0.0003404422,0.001462851,0.005815409,0.009976362,0.01019881,0.002681943,0.001275783,0.005379598],"category_scores_gemma":[0.09116956,0.0005017514,0.0008277766,0.009128065,0.01331418,0.003845609,0.01070719,0.002943763,0.0001291488],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1450529,"about_ca_system_score_gemma":0.3767152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9589804,"about_ca_topic_score_gemma":0.9760391,"domain_scores_codex":[0.9734534,0.01455429,0.001924652,0.0008854331,0.005953104,0.003229222],"domain_scores_gemma":[0.8918356,0.05680425,0.008042008,0.00338743,0.03045303,0.009477712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004831984,0.0002248575,0.05932492,0.04512175,0.0008946843,0.001054297,0.3886234,0.001290623,0.0006298778,0.1173259,0.04189479,0.3431317],"study_design_scores_gemma":[0.0001335923,0.000223538,0.087547,0.1627686,0.000899461,0.0002503605,0.4321516,0.0006670236,0.0006487496,0.01673005,0.2976909,0.0002891052],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2953585,0.3632812,0.006253517,0.2151353,0.002644917,0.001762727,0.005904919,0.0001062847,0.1095526],"genre_scores_gemma":[0.9218239,0.06528624,0.002995033,0.007289789,0.0001303172,0.000496144,0.0004288923,0.00002815055,0.00152156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1450529,"threshold_uncertainty_score":0.9916175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3171428922449008,"score_gpt":0.5319728556959347,"score_spread":0.2148299634510339,"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."}}