{"id":"W2784085438","doi":"10.1136/jech-2017-210082","title":"Public health guide to field developments linking ecosystems, environments and health in the Anthropocene","year":2018,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Public Health Ontario; University of Toronto; Simon Fraser University; University of Northern British Columbia","funders":"","keywords":"Public health; Anthropocene; Sustainability; Terminology; Field (mathematics); Situated; Environmental planning; Political science; Environmental resource management; Environmental ethics; Engineering ethics; Sociology; Ecology; Geography; Medicine; Engineering; Computer science; Environmental science; Biology","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.04918081,0.0002191403,0.0009727094,0.0002006343,0.001404229,0.00002053547,0.0007695211,0.000123068,0.0001639896],"category_scores_gemma":[0.002434484,0.0001591004,0.00005409621,0.0003529507,0.0002423441,0.0002250161,0.0004239628,0.001302349,0.00005752419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193552,"about_ca_system_score_gemma":0.000500929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02680632,"about_ca_topic_score_gemma":0.05055859,"domain_scores_codex":[0.9891833,0.006823884,0.002186695,0.0002495589,0.0002753881,0.001281168],"domain_scores_gemma":[0.9939836,0.002680582,0.001635034,0.0006325988,0.00002082333,0.001047319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003145317,0.0002857658,0.7590864,0.0001125902,0.00001211242,0.000002386366,0.01027562,0.000009935526,0.000005095178,0.00008319315,0.1414823,0.08861315],"study_design_scores_gemma":[0.0005395884,0.00337397,0.7289866,0.0004635872,0.000001754532,0.0001629392,0.001615511,0.00004822691,0.000002577157,0.000874474,0.2638116,0.0001191695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.366112,0.002073086,0.002789252,0.626856,0.0004730314,0.0007198919,0.00001386136,0.0000110632,0.000951815],"genre_scores_gemma":[0.6331344,0.0104399,0.008962854,0.3471972,0.0002117406,0.000007013795,0.00001572819,0.00001718434,0.00001394821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2796589,"threshold_uncertainty_score":0.9998958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3744528489646861,"score_gpt":0.4704306075681742,"score_spread":0.09597775860348812,"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."}}