{"id":"W7127159757","doi":"10.7202/1122962ar","title":"Living Through the Chaos","year":2025,"lang":"en","type":"article","venue":"Atlantis Critical Studies in Gender Culture & Social Justice","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Invisibility; Abandonment (legal); Narrative; Precarity; Politics; Injustice; Poison control","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001815707,0.000246254,0.0003035195,0.001059816,0.01387397,0.005174003,0.000748296,0.0007403353,0.002267079],"category_scores_gemma":[0.004806239,0.0002454448,0.0004004994,0.0008813382,0.01456432,0.003292412,0.00837043,0.001946521,0.000165449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01255021,"about_ca_system_score_gemma":0.02639904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3721062,"about_ca_topic_score_gemma":0.5629279,"domain_scores_codex":[0.9981395,0.0006361576,0.0000713089,0.0001517265,0.0003575425,0.0006438086],"domain_scores_gemma":[0.9977075,0.0003868647,0.0004680722,0.0001603964,0.0003956846,0.0008814696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005865344,0.00004459574,0.1384729,0.0002213446,0.0000616002,0.002382855,0.7156566,0.0003817863,0.0005698758,0.07186303,0.01348395,0.05680286],"study_design_scores_gemma":[0.000009970267,0.00006375925,0.07291102,0.0005520617,0.00004401967,0.001309389,0.8067647,0.0004479359,0.0002486221,0.03752849,0.08005983,0.00006018491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.915136,0.002821774,0.003034474,0.04217261,0.0002547094,0.00008412282,0.0002033311,0.0000740067,0.03621898],"genre_scores_gemma":[0.9955791,0.0007816039,0.0005592563,0.001118322,0.00002558185,0.00001492444,0.00002629617,0.0000120431,0.001882802],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3721062,"threshold_uncertainty_score":0.7398806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.158010280362726,"score_gpt":0.5220957419127228,"score_spread":0.3640854615499968,"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."}}