{"id":"W2159147925","doi":"","title":"Re-estimation of small-scale fishery catches for U.S. flag-associated island areas in the western Pacific: the last 50 years","year":2007,"lang":"en","type":"article","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Marine Fisheries Service; National Oceanic and Atmospheric Administration; Department of Agriculture and Water Resources, Australian Government","keywords":"Fishery; Geography; American samoa; Subsistence agriculture; Scale (ratio); Recreation; Estimation; Ecology; Agriculture; Biology; Cartography; Archaeology; Economics","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":[0.002058098,0.0006266085,0.0003482719,0.002420916,0.0004553815,0.0006986587,0.0005510789,0.0002716292,0.0008579044],"category_scores_gemma":[0.01259391,0.0002242303,0.0005521396,0.002399869,0.0002287862,0.0009895072,0.0007873077,0.0004390307,0.0002240042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009118302,"about_ca_system_score_gemma":0.0008959472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.179219,"about_ca_topic_score_gemma":0.2825795,"domain_scores_codex":[0.9992456,0.0001389404,0.0001406561,0.0002094322,0.0002038348,0.00006152663],"domain_scores_gemma":[0.9952371,0.001035277,0.001244224,0.0006500637,0.001707725,0.000125568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003117938,0.00002039228,0.9715505,0.00006336533,0.0002097764,0.00007712469,0.0003205304,0.002003876,0.0004189505,0.00006128952,0.001293805,0.0239491],"study_design_scores_gemma":[0.00000323478,0.00002881622,0.9915582,0.0000346431,0.00005668449,0.00005837347,0.0003490174,0.004343897,0.0005234957,0.00003641854,0.00299551,0.00001169263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917362,0.0006823663,0.002626234,0.0001628641,0.00003646473,0.00003991301,0.003420855,0.00005798398,0.001237233],"genre_scores_gemma":[0.988139,0.0004419666,0.003041324,0.00006628977,0.00001954826,0.00008651525,0.007305128,0.00002986906,0.0008703602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.179219,"threshold_uncertainty_score":0.3563517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140783556644863,"score_gpt":0.2346874483042121,"score_spread":0.2206090926397258,"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."}}