{"id":"W7095382962","doi":"","title":"Social Welfare Impacts of Alternative Recruitment Specifications: Implications for Pacific Whiting Management using Bioeconomic Analysis","year":2012,"lang":"en","type":"article","venue":"","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fish stock; Bioeconomics; Stock (firearms); Whiting; Fisheries management; Stock assessment; Welfare; Pelagic zone","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":[0.011519,0.001003763,0.001009417,0.000919771,0.0006463709,0.00314348,0.001747068,0.001614323,0.007617925],"category_scores_gemma":[0.02315618,0.000471547,0.001284241,0.0006854976,0.001423872,0.002683772,0.001355718,0.001734817,0.0002656631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004928538,"about_ca_system_score_gemma":0.002398373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01908582,"about_ca_topic_score_gemma":0.02652347,"domain_scores_codex":[0.9976473,0.001768519,0.00005911743,0.0001297297,0.0001660922,0.0002291132],"domain_scores_gemma":[0.9812807,0.01658184,0.0008833564,0.0002668168,0.0005705303,0.0004167796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001093932,0.0009103505,0.0304028,0.0002148716,0.0004265634,0.000307433,0.0003122609,0.84589,0.0007130975,0.08043754,0.004116777,0.03517428],"study_design_scores_gemma":[0.0002015002,0.0003419725,0.0154184,0.0001088116,0.0002894039,0.00004042741,0.000885117,0.9147348,0.0002052257,0.0665289,0.001182539,0.00006298545],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8836876,0.001490746,0.07254473,0.01013951,0.0001510607,0.0004793182,0.001320359,0.0001009166,0.03008581],"genre_scores_gemma":[0.9897809,0.0003900922,0.00620299,0.0003727941,0.0000472967,0.000146966,0.0002078502,0.00002069859,0.002830401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01908582,"threshold_uncertainty_score":0.06091905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2001982474685118,"score_gpt":0.3746618980840568,"score_spread":0.1744636506155449,"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."}}