{"id":"W6907967900","doi":"10.25316/ir-17634","title":"Designing for tenant wellbeing : a new approach to Canadian social housing","year":2022,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public housing; Context (archaeology); Quality (philosophy); Social system; Housing First; Focus (optics); Social security","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":[0.006789414,0.0008056332,0.0004544857,0.004944658,0.02158571,0.01241274,0.00229377,0.001230816,0.005404757],"category_scores_gemma":[0.005962898,0.0003463044,0.000508204,0.007809527,0.02598906,0.00373474,0.006127922,0.003243147,0.0002311075],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1979643,"about_ca_system_score_gemma":0.2125254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9831946,"about_ca_topic_score_gemma":0.9920551,"domain_scores_codex":[0.9948924,0.002061265,0.0001544552,0.0004862635,0.001518606,0.0008871801],"domain_scores_gemma":[0.9964705,0.0008142441,0.0001464582,0.000216648,0.001669018,0.0006832347],"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":[0.00002544133,0.00004245371,0.0100564,0.0002604546,0.00001990401,0.0002926207,0.09934971,0.001551265,0.0003868912,0.7858666,0.01603595,0.08611226],"study_design_scores_gemma":[0.00001617391,0.00005380221,0.02907939,0.0008925681,0.00005388652,0.000188345,0.2070912,0.003375627,0.0006401042,0.1397145,0.6187645,0.0001299798],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1409867,0.01167686,0.08942143,0.09121858,0.0009573982,0.0008339721,0.0006825571,0.0002770523,0.6639454],"genre_scores_gemma":[0.8839889,0.009941024,0.05194911,0.003581486,0.00008632147,0.0003456516,0.0002387193,0.0001277992,0.04974097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1979643,"threshold_uncertainty_score":0.9302478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261296358150887,"score_gpt":0.192333209318101,"score_spread":0.1697202457365921,"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."}}