{"id":"W3157576277","doi":"10.1093/oso/9780190865627.003.0007","title":"Marginal Marine Crustacean Fisheries","year":2020,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overexploitation; Fishery; Fishing; Fisheries management; Geography; Crustacean; Biology; Ecology","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":[0.0002151009,0.0007937329,0.0004527572,0.002497341,0.000245213,0.0008273192,0.0004175107,0.0002565677,0.007014256],"category_scores_gemma":[0.0004006506,0.000164049,0.0002778892,0.003118733,0.0002282088,0.0009721516,0.0006193999,0.0002303213,0.002501084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000289697,"about_ca_system_score_gemma":0.0006472218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002616267,"about_ca_topic_score_gemma":0.00447923,"domain_scores_codex":[0.99981,0.00001779591,0.00005072369,0.0000543384,0.00004402351,0.00002305186],"domain_scores_gemma":[0.9998041,0.00004089896,0.0000754439,0.00001030103,0.00004345889,0.00002578039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007051164,0.00002476046,0.006616402,0.007050644,0.00006663181,0.0003608126,0.0001279281,0.0002695713,0.001654342,0.001058191,0.01062155,0.9720786],"study_design_scores_gemma":[0.000005893781,0.000153532,0.05427819,0.003752707,0.0001266249,0.002375735,0.0002842226,0.0001425035,0.0004601863,0.001305928,0.9370936,0.00002087646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.008075981,0.9739683,0.000876288,0.0001752053,0.0002378367,0.00002424782,0.0004799801,0.0000470991,0.01611493],"genre_scores_gemma":[0.03047875,0.9575741,0.001431278,0.000315034,0.0002456847,0.0000276184,0.0009791969,0.00001320672,0.008935203],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007014256,"threshold_uncertainty_score":0.02346498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179257878088762,"score_gpt":0.1763750171072343,"score_spread":0.1584492292983581,"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."}}