{"id":"W4395960866","doi":"10.1101/2024.04.25.591098","title":"Productivity and resilience of Chinook salmon compromised by ‘Mixed-Maturation’ fisheries in marine waters","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada); Raincoast Conservation Foundation","funders":"Northwest Fisheries Science Center; National Marine Fisheries Service","keywords":"Chinook wind; Fishery; Resilience (materials science); Productivity; Oncorhynchus; Marine fisheries; Fish <Actinopterygii>; Fisheries management; Environmental science; Oceanography; Fishing; Biology; Geology; 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":[0.000415106,0.0003582447,0.0002932971,0.0002872438,0.0003464836,0.0007546684,0.0006160652,0.0005120824,0.002173185],"category_scores_gemma":[0.001494017,0.0002416045,0.0007099292,0.0002641671,0.0005571964,0.0007895686,0.001016596,0.0003826823,0.0001380295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001457029,"about_ca_system_score_gemma":0.0008469203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03594005,"about_ca_topic_score_gemma":0.03900836,"domain_scores_codex":[0.9998741,0.00001991993,0.00001117571,0.00002986027,0.00001348484,0.00005142396],"domain_scores_gemma":[0.9994252,0.0001092562,0.0001639481,0.00004812005,0.00008328819,0.0001702026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003092882,0.0001368226,0.8490531,0.00005109554,0.0002954522,0.0004861113,0.0001802488,0.136168,0.009252164,0.0009337872,0.0003602303,0.002773646],"study_design_scores_gemma":[0.00002535425,0.0004581918,0.71439,0.00002630995,0.0001096172,0.0001432437,0.0009866275,0.2809438,0.000935517,0.001721946,0.0002161066,0.00004326742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995789,0.000008180335,0.0001242486,0.00002778251,0.000001676265,0.000001839618,0.00007552631,0.000005212229,0.0001765736],"genre_scores_gemma":[0.9998266,0.000004962419,0.00003381558,0.000006493792,5.550365e-7,0.00000161477,0.000058746,0.000001036485,0.00006614161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03594005,"threshold_uncertainty_score":0.07146174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167647974527323,"score_gpt":0.192061018705117,"score_spread":0.1803845389598438,"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."}}