{"id":"W6959957789","doi":"10.11583/dtu.24199137.v1","title":"SEAwise report on requirements for fisheries governance to be effective","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Medicinal Plant Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Fisheries management; Corporate governance; Work (physics); Fisheries law; Commission; European commission; Ecosystem approach; Ecosystem-based management; Plan (archaeology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006588572,0.00030424,0.0005853499,0.00008745256,0.00004687352,0.000009514766,0.0001079332,0.0001877548,0.0706794],"category_scores_gemma":[0.009092619,0.0002516937,0.0001152867,0.0001414498,0.000008375992,0.00001949885,0.00009551018,0.0001726982,0.002862174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001700232,"about_ca_system_score_gemma":0.00006790831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004697567,"about_ca_topic_score_gemma":0.0003645999,"domain_scores_codex":[0.9984573,0.00001215913,0.000210146,0.0005198341,0.0005045352,0.0002960091],"domain_scores_gemma":[0.9987547,0.0003152743,0.0002452605,0.0004495862,0.00009262183,0.0001425215],"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":[0.0001499007,0.00002549328,0.00008699533,0.001653148,0.0002198641,0.001111885,0.00006597326,1.087375e-7,0.000002686308,0.000003179413,0.9947155,0.001965247],"study_design_scores_gemma":[0.0005600832,0.000563591,0.003985971,0.02733442,0.00007808622,0.00003777905,0.00002015204,0.000001035739,0.00008552874,0.000002871973,0.9671183,0.0002121918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006790306,0.0003962132,8.563097e-7,0.002491564,0.0005765986,0.004149869,0.4442147,0.0006405285,0.5475228],"genre_scores_gemma":[0.00004358878,0.00002647994,0.00008704142,0.00232769,0.001198099,0.003462238,0.07460966,0.0007336384,0.9175116],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3699887,"threshold_uncertainty_score":0.9999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006161266378746,"score_gpt":0.3519253425370928,"score_spread":0.2513092158992182,"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."}}