{"id":"W4304166027","doi":"10.3389/frsc.2022.826326","title":"Coupling ecosystem-centered governance modes with environmental justice","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Illinois-Indiana Sea Grant, University of Illinois","keywords":"Corporate governance; Environmental governance; Environmental justice; Scholarship; Negotiation; Ecosystem services; Political science; Economic Justice; Environmental resource management; Ecosystem; Business; Economics; Ecology; Law; Finance","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000622421,0.0001668146,0.0002573553,0.0001037971,0.002076871,0.0000858762,0.0003620824,0.00005430083,0.0004171005],"category_scores_gemma":[0.0000313884,0.0001884931,0.00004110815,0.0002083179,0.0003624338,0.0005093729,0.0001923334,0.0003074827,0.000004258136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0027941,"about_ca_system_score_gemma":0.0002475004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001300689,"about_ca_topic_score_gemma":0.0006352483,"domain_scores_codex":[0.9977224,0.0001510504,0.0002589968,0.0003184593,0.000670725,0.0008783123],"domain_scores_gemma":[0.9994838,0.00006957713,0.0001385784,0.0001817516,0.00001117394,0.0001151626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001099769,0.0007351098,0.465316,0.004232078,0.0001093011,0.0008859902,0.1116855,0.1269478,0.00001462598,0.239454,0.04875224,0.0007675063],"study_design_scores_gemma":[0.000542874,0.00009363537,0.0027385,0.00005040575,0.00004191464,0.000002739285,0.8588277,0.001648852,0.000007573525,0.0004865887,0.135322,0.000237206],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378554,0.01908512,0.001368525,0.001260954,0.001135704,0.001257212,0.0002149092,0.0001261438,0.03769605],"genre_scores_gemma":[0.9708723,0.003494066,0.0006482811,0.0003280231,0.0001223273,0.0002773471,0.00002272974,0.00002818053,0.02420676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7471421,"threshold_uncertainty_score":0.9992223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009269872553073244,"score_gpt":0.2340569462519476,"score_spread":0.2247870736988744,"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."}}