{"id":"W2779993455","doi":"10.1111/1365-2664.13058","title":"Effects of increased specialization on revenue of Alaskan salmon fishers over four decades","year":2017,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Fishing; Diversification (marketing strategy); Fishery; Revenue; Hatchery; Diversity (politics); Ecology; Geography; Business; Biology; Fish <Actinopterygii>","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":[0.000941712,0.0001499848,0.0002022249,0.0005980899,0.000286351,0.0004527623,0.000334489,0.0003439577,0.002698856],"category_scores_gemma":[0.00354177,0.00009698676,0.0004859999,0.000531063,0.0002965429,0.0003971682,0.0005867936,0.0004697492,0.0002084772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007866499,"about_ca_system_score_gemma":0.0004833646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02775139,"about_ca_topic_score_gemma":0.05696697,"domain_scores_codex":[0.9997085,0.00006391071,0.00002636573,0.00008296975,0.00005778567,0.00006050921],"domain_scores_gemma":[0.9964172,0.0007047474,0.001813142,0.0001806551,0.0003951692,0.000489093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006354713,0.00002214032,0.9962154,0.00001102295,0.00006672562,0.00005143161,0.00006540196,0.000438498,0.0001747387,0.00004078019,0.0001930133,0.0026573],"study_design_scores_gemma":[9.90816e-7,0.00002004781,0.9995021,0.000005585177,0.00001125269,0.00002184209,0.00009330163,0.0001782464,0.00002566328,0.00002605003,0.0001134268,0.000001548732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986361,0.0002302322,0.00004159342,0.00009494226,0.000007330027,0.000001177234,0.0004205916,0.000003693183,0.0005643652],"genre_scores_gemma":[0.999217,0.00008959501,0.00003667041,0.00003087849,0.00001020636,0.00000208385,0.0003484438,0.000001318909,0.0002637217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02775139,"threshold_uncertainty_score":0.05517972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006533282140548493,"score_gpt":0.2216820439989534,"score_spread":0.2151487618584049,"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."}}