{"id":"W4386494507","doi":"10.32920/24101481","title":"Transformable Personal Space Within a Communal Setting: Housing for the Homeless","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Economic shortage; Space (punctuation); Sociology; Population; Living space; Public relations; Gerontology; Political science; Medicine","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":[0.001126151,0.0003110325,0.0001565811,0.0004236827,0.0169586,0.006887736,0.001320184,0.00107271,0.007744749],"category_scores_gemma":[0.001207889,0.0002128328,0.0002510135,0.0005330652,0.01334008,0.003087356,0.009688381,0.001853017,0.0006255529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006143532,"about_ca_system_score_gemma":0.008249597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09643784,"about_ca_topic_score_gemma":0.3625831,"domain_scores_codex":[0.9989514,0.0005171903,0.00001200997,0.0000381634,0.0001136193,0.0003676011],"domain_scores_gemma":[0.9991094,0.00006036727,0.00003867284,0.00005804645,0.00004769837,0.0006857998],"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":[0.00005462729,0.0001885725,0.01027535,0.0001917457,0.00001344413,0.001517168,0.8263334,0.0001953078,0.0009606769,0.03020314,0.05496892,0.07509766],"study_design_scores_gemma":[0.00001051375,0.00009646217,0.008026615,0.0001357252,0.000008481578,0.0002672219,0.8709972,0.00008573601,0.0001502822,0.001896522,0.1183125,0.00001283462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8026243,0.004329845,0.002075942,0.04655302,0.0008721435,0.0001531104,0.0001105427,0.0001419678,0.1431391],"genre_scores_gemma":[0.9772923,0.001453674,0.001017028,0.001188183,0.00006686045,0.00004197496,0.00003575473,0.00003809216,0.018866],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09643784,"threshold_uncertainty_score":0.191753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1410423674313037,"score_gpt":0.4385401612004547,"score_spread":0.297497793769151,"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."}}