{"id":"W4391715263","doi":"10.1007/978-3-031-17299-1_1269","title":"Healthy Communities","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007040752,0.0005931067,0.0002603152,0.000891269,0.003443491,0.0038601,0.0008135914,0.003362342,0.1819908],"category_scores_gemma":[0.001531277,0.0002870218,0.000229085,0.0006149588,0.00114628,0.002604529,0.003222927,0.002942425,0.07207004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168446,"about_ca_system_score_gemma":0.00536354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01850474,"about_ca_topic_score_gemma":0.09050191,"domain_scores_codex":[0.9994398,0.0001062748,0.000009492814,0.00007239616,0.0002457542,0.0001262638],"domain_scores_gemma":[0.9995284,0.00005732762,0.00001802329,0.00004737738,0.000143895,0.0002049643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006595381,0.00004307086,0.0001349375,0.00003230095,0.000001144552,0.0000343463,0.0004571353,0.00002243307,0.00008735932,0.06862339,0.8646294,0.06592786],"study_design_scores_gemma":[0.000001549397,0.000002927011,0.0001899051,0.00003741824,5.463463e-7,0.0000143662,0.0002510204,0.000009456637,0.00001871902,0.00458198,0.9948906,0.000001489384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003585093,0.001344482,0.000459985,0.009384742,0.001986617,0.00004197418,0.0001321736,0.00007901136,0.9862125],"genre_scores_gemma":[0.001530892,0.0004462743,0.0002846245,0.003451638,0.0001347994,0.00003431975,0.00006114948,0.00002988564,0.9940264],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1819908,"threshold_uncertainty_score":0.6088198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3080041421025775,"score_gpt":0.5205223577863587,"score_spread":0.2125182156837812,"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."}}