{"id":"W2672999452","doi":"10.1371/journal.pone.0179584","title":"Evaluating patterns and drivers of spatial change in the recreational guided fishing sector in Alaska","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University of Alaska Fairbanks; National Oceanic and Atmospheric Administration; University of Saskatchewan; National Science Foundation","keywords":"Fishing; Fishery; Halibut; TRIPS architecture; Geography; Recreation; Commercial fishing; Charter; Ecology; Fish <Actinopterygii>; 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":[0.0008495236,0.0001566925,0.0001702077,0.001435991,0.0007189226,0.0009178433,0.0003620894,0.0002487108,0.0008577907],"category_scores_gemma":[0.002591718,0.00019425,0.0002524983,0.00177865,0.0005989767,0.001082844,0.001307541,0.0002384828,0.00008719115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322619,"about_ca_system_score_gemma":0.001001576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1069039,"about_ca_topic_score_gemma":0.225029,"domain_scores_codex":[0.9995493,0.0001101026,0.00005021784,0.0001131392,0.00009798796,0.00007925248],"domain_scores_gemma":[0.9985207,0.0003986518,0.00057146,0.00008878078,0.0002582004,0.000162259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001928487,0.00001484587,0.9861921,0.0000266511,0.00001744501,0.0001267949,0.006634692,0.0003448932,0.0003735339,0.0001152296,0.00007138996,0.006063221],"study_design_scores_gemma":[5.588401e-7,0.00002149941,0.9756855,0.00002392625,0.000006751297,0.0000519581,0.02294757,0.0005219791,0.00006164172,0.00008747396,0.0005842221,0.000007015929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990733,0.00005983264,0.0001356907,0.00003088158,0.000001634889,0.000006199006,0.0001053816,0.000002773901,0.0005843155],"genre_scores_gemma":[0.9992593,0.0001176171,0.0002697374,0.000005337705,0.000001398732,0.00001281426,0.0001094639,0.000001275326,0.0002231187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1069039,"threshold_uncertainty_score":0.2125633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4004649148003396,"score_gpt":0.4492122137103965,"score_spread":0.04874729891005686,"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."}}