{"id":"W1530140390","doi":"10.1577/1548-8446(2003)28[26:cfifon]2.0.co;2","title":"Competitive Fishing in Freshwaters of North America","year":2003,"lang":"en","type":"article","venue":"Fisheries","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Natural Resources and Forestry","funders":"","keywords":"Fishing; Relocation; Fishery; Business; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005205129,0.00005875385,0.0001056367,0.00001669871,0.0000512413,0.000004517493,0.00007873269,0.00001451954,0.002101219],"category_scores_gemma":[0.00005738796,0.00005523401,0.00001599828,0.0001341372,0.0002879791,0.0001402373,0.00008298918,0.00004864365,0.00006880906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002698943,"about_ca_system_score_gemma":0.000001723751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002534001,"about_ca_topic_score_gemma":0.03923186,"domain_scores_codex":[0.9995448,0.00003701406,0.0001018018,0.0001155555,0.0000654987,0.0001353228],"domain_scores_gemma":[0.999835,0.00003537422,0.00003804684,0.00007613869,0.000002179742,0.00001327027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004879232,0.00002818227,0.9739875,0.000005113568,0.000007086931,0.000004980766,0.0009652355,0.0001201199,0.000007641989,0.0002507973,0.02435899,0.0002595089],"study_design_scores_gemma":[0.00008763924,0.00003026094,0.8226371,0.00000282337,0.000002571552,1.928784e-7,0.0005888569,0.0000055283,0.00008301216,0.0001735258,0.1763358,0.00005271604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7540585,0.00000357311,0.00001972162,0.0004803615,0.00005920811,0.00006904259,0.000004330739,0.00001099575,0.2452943],"genre_scores_gemma":[0.9979452,0.00002650001,0.0006378977,0.0005483646,0.000002441466,0.00001372514,0.00000387192,0.000003501348,0.0008184791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2444758,"threshold_uncertainty_score":0.998811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007507945347338317,"score_gpt":0.1832350768831316,"score_spread":0.1757271315357933,"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."}}