{"id":"W2987324122","doi":"10.1080/23308249.2019.1680603","title":"World Octopus Fisheries","year":2019,"lang":"en","type":"article","venue":"Reviews in Fisheries Science & Aquaculture","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Japan Science and Technology Agency; Ministerio de Economía y Competitividad","keywords":"Cephalopod; octopus (software); Fishery; Fisheries management; Geography; Marine fisheries; Biology; Fish <Actinopterygii>; Fishing","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":[0.0008339238,0.0002538885,0.0004992672,0.00003438957,0.0002043156,0.0001774881,0.0008524136,0.0001010097,0.003681892],"category_scores_gemma":[0.0001856012,0.00008691995,0.0001402846,0.002069454,0.0004606327,0.0005954986,0.0002779049,0.0002503972,0.000340899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007881258,"about_ca_system_score_gemma":0.00002765361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003869084,"about_ca_topic_score_gemma":0.01224025,"domain_scores_codex":[0.9979402,0.00009486193,0.0004358899,0.0006483491,0.0002835573,0.0005971881],"domain_scores_gemma":[0.9993954,0.0000697334,0.0001536141,0.0001754631,0.00007449199,0.0001312477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002618024,0.00009448009,0.5506304,0.00004918041,0.000003246038,0.000007021114,0.0003995884,4.654877e-7,0.1187772,0.002998409,0.01214589,0.314868],"study_design_scores_gemma":[0.00007337852,0.000102936,0.1723287,0.00005461394,0.00000277816,0.000008917294,0.0002100905,0.000004703775,0.0003242591,0.0003563426,0.826309,0.0002242918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464794,0.002800833,3.687129e-7,0.003720169,0.0006586851,0.0007136493,0.00001259892,0.000067778,0.04554652],"genre_scores_gemma":[0.960938,0.00483353,0.0007951874,0.003411472,0.0004236745,0.0001152854,0.00008098262,0.000003077464,0.02939876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8141631,"threshold_uncertainty_score":0.9972289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03151867371457186,"score_gpt":0.2473469144199141,"score_spread":0.2158282407053422,"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."}}