{"id":"W929362747","doi":"10.1111/j.1467-2979.2009.00341.x","title":"MEY = MSY","year":2009,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Ministerstvo Školství, Mládeže a Tělovýchovy","keywords":"Maximum sustainable yield; Fishing; Fishery; Yield (engineering); Revenue; Fish <Actinopterygii>; Fisheries management; Business; Physics; Biology; Finance","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007735646,0.00008637609,0.0000941841,0.00001220513,0.0001255963,0.00008321353,0.0001207376,0.00004784372,0.01436605],"category_scores_gemma":[0.00003529798,0.00007503282,0.00002285903,0.0001156762,0.0001662943,0.0002725904,0.0001119599,0.00009818861,0.00007572318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001505163,"about_ca_system_score_gemma":0.000003684393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001478972,"about_ca_topic_score_gemma":0.000152489,"domain_scores_codex":[0.9992993,0.00001541773,0.00009191868,0.000189009,0.000168088,0.0002362206],"domain_scores_gemma":[0.9997063,0.00001460995,0.00001578812,0.0001506434,0.000004224794,0.0001084356],"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":[0.00003580629,0.00003794542,0.3432051,0.000004646572,0.000004011497,0.00001869451,0.0003079801,3.874208e-7,0.0002118831,0.0001957061,0.3484689,0.307509],"study_design_scores_gemma":[0.0001018733,0.0001146043,0.2487035,7.814047e-7,0.00000166882,0.000007192074,0.00004791836,0.00003825612,0.00007842213,0.001258491,0.7495553,0.00009193258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1280554,0.000005633799,0.00003016564,0.008922062,0.00003770608,0.00007589913,0.000004276379,0.0000476862,0.8628212],"genre_scores_gemma":[0.923622,0.0002760746,0.001122909,0.01026034,0.0001497873,0.0000160129,0.00002371925,0.00001580434,0.06451336],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7983078,"threshold_uncertainty_score":0.986535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075813360916637,"score_gpt":0.2153302449012473,"score_spread":0.2045721112920809,"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."}}