{"id":"W3154309443","doi":"10.1111/faf.12555","title":"Tracking industrial fishing activities in African waters from space","year":2021,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Nippon Foundation","keywords":"Fishing; Exclusive economic zone; Geography; Fishery; Marine conservation; Sustainability; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002384353,0.0002006599,0.0001330031,0.001598774,0.0002733195,0.0004038752,0.0001618793,0.0001523794,0.001048524],"category_scores_gemma":[0.001251789,0.00008809468,0.0001626343,0.001947663,0.0001248176,0.0003835716,0.0005953722,0.000144957,0.0002490786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002551395,"about_ca_system_score_gemma":0.0003085489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02252386,"about_ca_topic_score_gemma":0.04338764,"domain_scores_codex":[0.9998409,0.00004154669,0.00001281101,0.00003287197,0.00003951346,0.0000323466],"domain_scores_gemma":[0.9996033,0.00008735938,0.0001354845,0.000032107,0.0001111251,0.00003061702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008125618,0.00002426161,0.9715453,0.00004569784,0.00003675786,0.00007766567,0.0003679239,0.003344992,0.002813481,0.0001621483,0.0003600649,0.02114048],"study_design_scores_gemma":[0.000003438599,0.0000270319,0.982968,0.00003434825,0.00001469039,0.00004232291,0.0009521265,0.01348614,0.001200372,0.0001124758,0.001151786,0.000007270023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972246,0.00005950821,0.0005203036,0.00001790112,0.000002707324,0.00001072685,0.001233919,0.00001353174,0.000916954],"genre_scores_gemma":[0.9972543,0.00008093065,0.001520616,0.000004397687,0.000002364117,0.00001552469,0.0009007314,0.000002152561,0.0002189506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02252386,"threshold_uncertainty_score":0.0447855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03264896356255315,"score_gpt":0.2223225559014723,"score_spread":0.1896735923389192,"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."}}