{"id":"W4231783820","doi":"10.47886/9781934874462.ch5","title":"Muskellunge Management: Fifty Years of Cooperation Among Anglers, Scientists, and Fisheries Biologists","year":2017,"lang":"en","type":"book-chapter","venue":"American Fisheries Society eBooks","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishery; Geography; Christian ministry; Fishing; Fisheries management; Georgian; Bay; Population; Fish <Actinopterygii>; Archaeology; Biology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01254282,0.0003421292,0.0003694609,0.001550896,0.003027118,0.002362924,0.000783179,0.001106984,0.002467281],"category_scores_gemma":[0.004484932,0.0002475643,0.0002280452,0.002412908,0.002085467,0.001318882,0.004840133,0.001114433,0.0004020914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003186314,"about_ca_system_score_gemma":0.009518309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03758971,"about_ca_topic_score_gemma":0.1196244,"domain_scores_codex":[0.9960585,0.001302832,0.0003712672,0.0005047641,0.001245029,0.0005177108],"domain_scores_gemma":[0.9902816,0.001358866,0.001101913,0.0008390055,0.003397363,0.003021233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000124961,0.0001534494,0.1904387,0.0006671909,0.0001566909,0.0003624143,0.02213507,0.0004378959,0.006236302,0.001585022,0.08517923,0.6925231],"study_design_scores_gemma":[0.00001980515,0.0003199799,0.4428306,0.0009613241,0.00005379636,0.0003197853,0.04358169,0.0003122363,0.000586567,0.0006215248,0.5103276,0.0000650967],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6157855,0.1472411,0.009848832,0.1618352,0.006068772,0.0007295323,0.000895719,0.0006070998,0.05698815],"genre_scores_gemma":[0.8652468,0.0579685,0.01603609,0.02153153,0.001470125,0.0003826227,0.001336459,0.0001417593,0.03588616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03758971,"threshold_uncertainty_score":0.07474184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252575031396733,"score_gpt":0.2049394170879791,"score_spread":0.1924136667740117,"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."}}