{"id":"W2033252842","doi":"10.3354/esep00154","title":"The ethics of human impacts and the future of the earth’s ecosystems: Introduction","year":2014,"lang":"en","type":"article","venue":"Ethics in Science and Environmental Politics","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bioethics; Overfishing; Stewardship (theology); Environmental ethics; Sociology; Ecology; Political science; Politics; Law; Fishing; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.008715909,0.00007923254,0.0001192939,0.00003224973,0.0009933261,0.00004440097,0.000374751,0.0001562663,0.000004364758],"category_scores_gemma":[0.001895016,0.0000387522,0.00002897142,0.0001948564,0.008488027,0.00009864625,0.0003013456,0.0009239388,4.505294e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008254922,"about_ca_system_score_gemma":0.0001322242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467958,"about_ca_topic_score_gemma":0.002514106,"domain_scores_codex":[0.997862,0.0006694947,0.0002351719,0.0001736936,0.0007711562,0.0002885193],"domain_scores_gemma":[0.9985344,0.0008474696,0.00008154205,0.0004222924,0.00005369088,0.00006060687],"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":[0.00001179271,0.00001906567,0.002570815,0.00005844414,0.000003529294,9.310473e-8,0.005291184,0.000359265,0.002076572,0.9887447,0.00001216698,0.0008523689],"study_design_scores_gemma":[0.001580413,0.0003069062,0.0740136,0.00009425079,0.00002718136,0.000029944,0.07203385,0.005686335,0.02410019,0.7513939,0.0704523,0.0002811428],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732128,0.0004171237,0.000003322249,0.02439083,0.0001907236,0.0001177557,0.00000415639,0.000002538647,0.001660689],"genre_scores_gemma":[0.9987193,0.0006232561,0.000008903002,0.0003030625,0.0001610475,0.000003352861,7.96048e-7,0.000003863953,0.0001764337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2373508,"threshold_uncertainty_score":0.9942103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510272948634144,"score_gpt":0.2968651365989269,"score_spread":0.2817624071125855,"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."}}