{"id":"W4376645811","doi":"10.3389/fclim.2023.1177025","title":"The climate-biodiversity-health nexus: a framework for integrated community sustainability planning in the Anthropocene","year":2023,"lang":"en","type":"article","venue":"Frontiers in Climate","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs; Royal Roads University","keywords":"Nexus (standard); Sustainability; Environmental resource management; Environmental planning; Operationalization; Business; Political science; Geography; Engineering; Ecology; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02307804,0.001754767,0.001298264,0.006502935,0.006066354,0.01216627,0.004816939,0.005106033,0.006335348],"category_scores_gemma":[0.008836051,0.0007167598,0.001757798,0.00638061,0.02797406,0.01214362,0.0112694,0.006472514,0.0007707999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02070228,"about_ca_system_score_gemma":0.03450974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02585304,"about_ca_topic_score_gemma":0.039845,"domain_scores_codex":[0.9840284,0.01293004,0.0005908568,0.0008128568,0.0009590004,0.0006788409],"domain_scores_gemma":[0.994462,0.002974442,0.0004465022,0.000362041,0.0006859509,0.001069207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003506521,0.000008567335,0.0001757976,0.00008328582,0.00000611642,0.00005495075,0.001304489,0.002632014,0.00002032177,0.9890835,0.001504711,0.005122794],"study_design_scores_gemma":[0.000007625135,0.00001493755,0.000227122,0.0004784433,0.000007930853,0.00005648259,0.003192349,0.004177855,0.00004803042,0.9327188,0.05905394,0.00001648263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004681505,0.005986861,0.7513009,0.08504214,0.0006430068,0.001193522,0.0005482413,0.0003047028,0.1502992],"genre_scores_gemma":[0.2306516,0.005858663,0.7489653,0.003242877,0.0002642731,0.003253572,0.0004605722,0.0001213107,0.007181814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02585304,"threshold_uncertainty_score":0.1502063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03385480669804106,"score_gpt":0.3133850782050387,"score_spread":0.2795302715069976,"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."}}