{"id":"W4372348670","doi":"10.22541/essoar.168332205.56821298/v1","title":"Actions at port are essential for ending illegal, unreported and unregulated fishing","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Knut och Alice Wallenbergs Stiftelse; Walton Family Foundation; Gordon and Betty Moore Foundation; National Science Foundation","keywords":"Port (circuit theory); Fishing; Business; Scrutiny; Denial; State (computer science); Corporate governance; Fishery; Finance; Computer science; Political science; Engineering; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003087189,0.0004281985,0.0004091836,0.000727921,0.003287897,0.005858356,0.001080685,0.003894096,0.04655649],"category_scores_gemma":[0.02435081,0.0004739693,0.0005241138,0.0006823104,0.001758965,0.004711165,0.003109988,0.003792619,0.02636371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534046,"about_ca_system_score_gemma":0.007756244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006100262,"about_ca_topic_score_gemma":0.0109608,"domain_scores_codex":[0.9959395,0.0007023971,0.0004132217,0.0004326328,0.00205134,0.0004610428],"domain_scores_gemma":[0.9834489,0.00346971,0.00149972,0.001792251,0.008240215,0.001549287],"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":[0.0001056791,0.0000955939,0.00360324,0.0003985659,0.00001852868,0.0004745598,0.001337185,0.0005060111,0.002511055,0.126889,0.7683546,0.09570594],"study_design_scores_gemma":[0.00002526169,0.0001090534,0.01194165,0.0004228775,0.00003804411,0.0004209447,0.002078074,0.001025107,0.00466993,0.03269663,0.9464843,0.00008815356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02965894,0.001598552,0.03863716,0.1947975,0.03404904,0.0005944608,0.002722562,0.005558286,0.6923835],"genre_scores_gemma":[0.3704541,0.003169208,0.04183576,0.03831084,0.006068467,0.0005942667,0.003376474,0.001696053,0.5344949],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04655649,"threshold_uncertainty_score":0.155747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07319744291487251,"score_gpt":0.3198926457916947,"score_spread":0.2466952028768222,"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."}}