{"id":"W4387903873","doi":"10.1080/07352166.2023.2263159","title":"<i>Oil Beach: How toxic infrastructure threatens life in the ports of Los Angeles and beyond</i> , by Christina Dunbar-Hester","year":2023,"lang":"en","type":"article","venue":"Journal of Urban Affairs","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Oil spill; Environmental ethics; Environmental protection; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009963537,0.0009940952,0.0002798191,0.0006991676,0.004207229,0.005028478,0.001014176,0.003467402,0.01655668],"category_scores_gemma":[0.002363785,0.0003678995,0.0004371108,0.0007012396,0.001748477,0.003638553,0.001888424,0.005957628,0.005556611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002757511,"about_ca_system_score_gemma":0.004721098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1087627,"about_ca_topic_score_gemma":0.3339718,"domain_scores_codex":[0.9994304,0.0001623498,0.00002588484,0.00008524611,0.0001958346,0.0001002881],"domain_scores_gemma":[0.9988619,0.0002679586,0.0000799832,0.00003198393,0.0004135348,0.0003445719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004038929,0.000004349978,0.0002929634,0.00003389581,0.000002624672,0.00002535265,0.000385978,0.00001182592,0.00003060509,0.000512236,0.9915719,0.007124418],"study_design_scores_gemma":[0.000002891719,0.00001270035,0.001761808,0.000282893,0.000008133821,0.00008282347,0.004924716,0.00003620747,0.0000719178,0.0006908756,0.9921129,0.00001215247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001835223,0.06260199,0.0002264926,0.833983,0.03428369,0.00003076918,0.0004363297,0.0002025374,0.0664],"genre_scores_gemma":[0.0341491,0.1619646,0.0009984192,0.3732582,0.02614687,0.00009130091,0.0006095751,0.0004516088,0.4023304],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1087627,"threshold_uncertainty_score":0.2162594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00639004230188157,"score_gpt":0.1945714933857924,"score_spread":0.1881814510839108,"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."}}