{"id":"W4252183433","doi":"10.32920/ryerson.14653905","title":"Managing crisis and living in crisis: health &amp; place, what separation? A holistic view of the community environment at Sherbourne and Dundas","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of the North Atlantic","funders":"","keywords":"Mindset; Dignity; Agency (philosophy); Mandate; Institutionalisation; Power (physics); Neighbourhood (mathematics); Narrative; Built environment; Public relations; Sociology; Political science; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004948283,0.0003696028,0.0009414242,0.00019614,0.002366882,0.00009274291,0.0004142419,0.000327036,0.0005280136],"category_scores_gemma":[0.0002288645,0.0002786469,0.00007339192,0.000187336,0.0001047398,0.0002079668,0.007743762,0.0035511,0.00001270139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185522,"about_ca_system_score_gemma":0.001121453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04134861,"about_ca_topic_score_gemma":0.1137922,"domain_scores_codex":[0.9902514,0.006890801,0.001430055,0.00041205,0.0003840589,0.0006316404],"domain_scores_gemma":[0.9953694,0.002001389,0.0007020526,0.001521039,0.00007114637,0.000334948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001876779,0.001133598,0.2144905,0.05133528,0.0002594545,0.000006554199,0.6847894,0.0008618576,0.000009056819,0.0006553786,0.02641667,0.01985456],"study_design_scores_gemma":[0.001181531,0.00007307871,0.6034368,0.02166326,0.00007961688,0.00001219861,0.343104,0.000530332,0.000002911706,0.005388237,0.023832,0.0006960641],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.915253,0.02685842,0.0006387887,0.05298201,0.000642849,0.002795042,0.00002052631,0.00004753711,0.0007617921],"genre_scores_gemma":[0.8759822,0.1048765,0.00229028,0.01525354,0.00003619127,0.0003730983,0.00008004235,0.00004203686,0.001066013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3889463,"threshold_uncertainty_score":0.9999666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1248757264439787,"score_gpt":0.4386594854157899,"score_spread":0.3137837589718113,"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."}}