{"id":"W4408441256","doi":"10.4337/9781800885981.00012","title":"Healthy communities are sustainable communities: the North American perspective","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Geography; Environmental ethics; Sociology; Environmental planning; Art; Philosophy; Visual arts","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003540943,0.0007777736,0.001240918,0.0008549677,0.008496683,0.000897226,0.002514368,0.000705899,0.0004642962],"category_scores_gemma":[0.0009787956,0.000636818,0.0002947831,0.0002374353,0.001091836,0.0007232484,0.001621252,0.008963693,0.0001295522],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004642174,"about_ca_system_score_gemma":0.008856142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3707058,"about_ca_topic_score_gemma":0.2207079,"domain_scores_codex":[0.993366,0.001726382,0.001513633,0.000424752,0.0008268459,0.002142396],"domain_scores_gemma":[0.9873096,0.004337408,0.002160013,0.002521184,0.003150897,0.0005209108],"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":[0.00004864079,0.00002121519,0.001394466,0.0007376413,0.0001247015,0.000002880867,0.08787178,0.000001876808,4.983091e-9,0.3814189,0.526886,0.001491965],"study_design_scores_gemma":[0.0002253393,0.00009100453,0.001689615,0.0005313567,0.000049301,0.000001851367,0.3767221,0.00001320027,1.788242e-8,0.005887984,0.6144551,0.0003331653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001559831,0.0005444507,0.00003306459,0.07001892,0.002785884,0.002393135,0.0003826609,0.0005121354,0.9217699],"genre_scores_gemma":[0.02465717,0.0004136976,0.00008215271,0.06061773,0.003214363,0.0007366891,0.0005992632,0.0001901986,0.9094887],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3755309,"threshold_uncertainty_score":0.9996083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05741370949954838,"score_gpt":0.3796555996699216,"score_spread":0.3222418901703732,"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."}}