{"id":"W1981600759","doi":"10.1016/j.marpol.2009.08.005","title":"Fuel use and greenhouse gas emission implications of fisheries management: the case of the new england atlantic herring fishery","year":2009,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":111,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"National Marine Fisheries Service; Pew Charitable Trusts","keywords":"Trawling; Herring; Fishery; Greenhouse gas; Environmental science; Fishing; Clupea; Fisheries management; Oceanography; Fish <Actinopterygii>; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001232038,0.00009837368,0.0001100597,0.00003539062,0.0001350762,0.00004525593,0.0002812921,0.0000314395,0.0006378022],"category_scores_gemma":[0.0001092927,0.00005889186,0.00004313336,0.0003690317,0.0002001817,0.0001602471,0.0008712109,0.0001052503,0.00000212887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000296059,"about_ca_system_score_gemma":0.00001295093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04967345,"about_ca_topic_score_gemma":0.00537768,"domain_scores_codex":[0.9992718,0.00005002633,0.0001883436,0.0001593311,0.0001312278,0.00019927],"domain_scores_gemma":[0.9992471,0.00007718944,0.00007428104,0.0005133338,0.000008769774,0.00007930445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002616351,0.00004574368,0.7292112,0.00003413157,0.00001207794,0.0000173578,0.0004607301,0.000007125715,0.0002376624,0.0007359716,0.003764957,0.2654468],"study_design_scores_gemma":[0.0003998524,0.0000574611,0.9429025,0.000006915395,0.00001719898,0.0001504167,0.00006256608,0.0001225459,0.0001298066,0.005527029,0.05054427,0.0000794321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8933743,0.000004003607,0.00001370256,0.008876712,0.00001039411,0.0002419899,0.000003826392,0.00001272836,0.09746231],"genre_scores_gemma":[0.9916946,0.0002122362,0.000217588,0.0002733185,0.00004978476,0.000005290683,0.000002079693,0.000008330995,0.007536734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2653674,"threshold_uncertainty_score":0.9566548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775558020708058,"score_gpt":0.2537139618105239,"score_spread":0.2359583816034433,"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."}}