{"id":"W2910170733","doi":"10.1089/env.2018.0019","title":"Toxic Bios: Toxic Autobiographies—A Public Environmental Humanities Project","year":2019,"lang":"en","type":"article","venue":"Environmental Justice","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"BIOS; Resistance (ecology); Narrative; Environmental justice; Citizen journalism; Sociology; Field (mathematics); Political science; Media studies; Environmental ethics; Art; World Wide Web; Computer science; Ecology; Literature; Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001434489,0.0003209191,0.0002737741,0.0002002608,0.0008520997,0.0002132615,0.0004745782,0.00006507205,0.009469553],"category_scores_gemma":[0.000006617459,0.0002946787,0.0001656296,0.00005326172,0.0007602937,0.0005421044,0.0003752908,0.0002352985,0.004204332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001675717,"about_ca_system_score_gemma":0.00001406128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004715729,"about_ca_topic_score_gemma":0.00004353538,"domain_scores_codex":[0.9983255,0.00009583952,0.0003528883,0.000398188,0.0003946236,0.0004329943],"domain_scores_gemma":[0.999043,0.0001089518,0.0001560241,0.0006268887,0.000004466863,0.00006066429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002404191,0.005409688,0.03168788,0.0006071633,0.001911499,0.00004066265,0.2717549,0.00002194489,0.01972747,0.5421424,0.1085035,0.0179525],"study_design_scores_gemma":[0.0004995232,0.0002192666,0.003892725,0.00001765628,0.0001459317,0.00000744182,0.1265459,0.00003787302,0.0001697358,0.0001369443,0.8678598,0.0004672105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8017541,0.003746237,0.00001065434,0.0003684831,0.001260331,0.0006807012,0.0002043683,0.000220811,0.1917544],"genre_scores_gemma":[0.9491629,0.001720845,0.00006995913,0.0007248449,0.0003496432,0.00008113296,0.0001324265,0.00004340228,0.04771486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7593564,"threshold_uncertainty_score":0.9999505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04025601017626758,"score_gpt":0.2194663435424124,"score_spread":0.1792103333661448,"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."}}