{"id":"W2301910498","doi":"","title":"Preliminary Estimate of Short-term Economic Losses of the Gulf of Mexico Oil Spill","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Oil spill; Term (time); Fishery; Ecology; Geography; Biology; Environmental protection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003702484,0.0005154167,0.0002252803,0.001740956,0.0007456885,0.0007454139,0.000328761,0.0004930724,0.001762394],"category_scores_gemma":[0.0014375,0.0001978649,0.0004524282,0.0009344322,0.0001871683,0.000762525,0.0006301978,0.0005932525,0.0002791414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002472456,"about_ca_system_score_gemma":0.0009170557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1079519,"about_ca_topic_score_gemma":0.1247862,"domain_scores_codex":[0.9998442,0.00001665736,0.00001256455,0.00001895673,0.00007039687,0.00003719435],"domain_scores_gemma":[0.9993338,0.0001271463,0.0001649692,0.00003077394,0.0002881881,0.00005511287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006865636,0.0005041613,0.7275141,0.0003120584,0.0006690534,0.002460415,0.000368525,0.1705941,0.01534894,0.003308136,0.01147008,0.06058477],"study_design_scores_gemma":[0.00008120168,0.0003253061,0.9451525,0.00005120423,0.0002060614,0.0001622452,0.0009528022,0.0368789,0.005240316,0.0007127852,0.01018327,0.00005346291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885358,0.0004032096,0.0007686542,0.0006150294,0.00003480453,0.00002987416,0.004835021,0.00003275132,0.004744962],"genre_scores_gemma":[0.992034,0.0004023255,0.000649278,0.00004642838,0.00002167608,0.00003108037,0.003764598,0.000009725117,0.003040817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8920481,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440608077954231,"score_gpt":0.2659125150587527,"score_spread":0.2415064342792104,"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."}}