{"id":"W7096662156","doi":"","title":"Background Transboundary Resources Assessment Committee Gulf of Maine and Georges Bank Herring Benchmark Review","year":2006,"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":"Herring; Stock assessment; Fishing; Resource (disambiguation); Fisheries management; Fish stock; Impact assessment","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":[0.04592025,0.001028843,0.0007552005,0.01280571,0.003224593,0.009066041,0.004200187,0.003772563,0.01380262],"category_scores_gemma":[0.05528487,0.0006660888,0.001011083,0.006681446,0.001077051,0.00265899,0.003355786,0.002806654,0.004764006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01876974,"about_ca_system_score_gemma":0.06226189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1404519,"about_ca_topic_score_gemma":0.1549738,"domain_scores_codex":[0.9730882,0.003653837,0.002900784,0.001489991,0.01685483,0.0020123],"domain_scores_gemma":[0.8252922,0.004428505,0.008439936,0.00246024,0.1518919,0.007487223],"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":[0.0001393471,0.0001401168,0.005163454,0.001651736,0.00005992863,0.0002983931,0.0004924888,0.000989772,0.001927438,0.01323853,0.8261449,0.1497538],"study_design_scores_gemma":[0.00001150781,0.00009946247,0.01214731,0.001541034,0.00002624928,0.00009189463,0.0002125477,0.0002970356,0.0004787028,0.0009116094,0.9841441,0.00003849144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03000388,0.1381372,0.01981772,0.1894488,0.04684388,0.01735146,0.02203206,0.002726344,0.5336387],"genre_scores_gemma":[0.1437228,0.08531588,0.05274128,0.04526215,0.01592716,0.01006638,0.03940907,0.001157069,0.6063982],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1404519,"threshold_uncertainty_score":0.2792688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362664594138381,"score_gpt":0.2647669516357913,"score_spread":0.2511403056944075,"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."}}