{"id":"W572862824","doi":"","title":"Ganging up on pollution","year":2007,"lang":"en","type":"article","venue":"MARINE DIGEST AND CARGO BUSINESS NEWS","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pollution; Environmental science; Business; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004502486,0.0009225453,0.0005136827,0.001560962,0.01142128,0.00547668,0.0006273582,0.002972447,0.1738206],"category_scores_gemma":[0.002024797,0.0003536757,0.0005099489,0.001369916,0.001297572,0.002580487,0.003462313,0.004767942,0.05279742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003386792,"about_ca_system_score_gemma":0.004681353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1032942,"about_ca_topic_score_gemma":0.3725805,"domain_scores_codex":[0.9992439,0.00004842969,0.00002291288,0.00009169067,0.0003227564,0.000270389],"domain_scores_gemma":[0.9981874,0.00009694794,0.00008131706,0.00009066487,0.0006744614,0.0008692355],"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":[0.00001515658,0.000008948012,0.0003210247,0.00002619514,0.000003249439,0.00003934393,0.0002924341,0.00001473086,0.0001796746,0.001744648,0.987639,0.00971571],"study_design_scores_gemma":[0.00000355487,0.00001015488,0.001789347,0.00004722212,0.000003433463,0.00002117632,0.0009293086,0.000020517,0.0001377369,0.0005299808,0.996501,0.000006546848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00815525,0.004591278,0.001386418,0.1800525,0.08122584,0.0001688043,0.004079939,0.001291673,0.7190484],"genre_scores_gemma":[0.01638424,0.001209624,0.0003368073,0.02410321,0.003768638,0.00005115017,0.001090996,0.0002670133,0.9527884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1738206,"threshold_uncertainty_score":0.581488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04815860276806306,"score_gpt":0.2337019371836739,"score_spread":0.1855433344156109,"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."}}