{"id":"W2099953362","doi":"10.1146/annurev.ecolsys.32.081501.114116","title":"Ecology, Conservation, and Public Policy","year":2001,"lang":"en","type":"article","venue":"Annual Review of Ecology and Systematics","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":325,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Discipline; nobody; Ecology; Environmental social science; Environmental ethics; Equity (law); Systems ecology; Public policy; Political science; Politics; Sociology; Engineering ethics; Social science; Science education; Social science education; Applied ecology; Law; Engineering; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.0008933723,0.0001075502,0.0003702692,0.00002802814,0.0001161215,0.000005509719,0.0001061581,0.0001256836,0.0002965504],"category_scores_gemma":[0.0005821356,0.00008710576,0.00003191108,0.0001268488,0.0005969253,0.0001632099,0.0001597774,0.0001063275,0.00008251369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003612329,"about_ca_system_score_gemma":0.00001627051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004258084,"about_ca_topic_score_gemma":0.0001311348,"domain_scores_codex":[0.9988713,0.0002192296,0.0004593139,0.0001652517,0.0001139688,0.0001709701],"domain_scores_gemma":[0.9992146,0.0002875235,0.0002192208,0.0001733991,0.00001428346,0.00009096594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006185286,0.0001699217,0.9245054,0.01398213,0.00005526,0.00001358568,0.0005588307,0.000002632856,0.00003466815,0.05261707,0.006411106,0.00164323],"study_design_scores_gemma":[0.000800364,0.0007754115,0.8680695,0.004032561,0.0002117074,0.0008276666,0.001093411,0.0002556921,0.00001466785,0.06034168,0.06302168,0.0005556904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8845232,0.01966146,0.00005438423,0.05531291,0.0001677432,0.001338621,0.00004075664,0.00003050924,0.03887047],"genre_scores_gemma":[0.9328501,0.0560892,0.0003766384,0.01021384,0.00003118913,0.00002782215,0.000007338049,0.000007003464,0.0003969216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05661057,"threshold_uncertainty_score":0.355207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02570576587687053,"score_gpt":0.2845135668246458,"score_spread":0.2588078009477753,"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."}}