{"id":"W2892038512","doi":"10.1002/naaq.10063","title":"Novel Feed from Invasive Species is Beneficial to Walleye Aquaculture","year":2018,"lang":"en","type":"article","venue":"North American Journal of Aquaculture","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Université du Québec à Rimouski","keywords":"Biology; Aquaculture; Fishery; Invasive species; Zoology; Fish <Actinopterygii>; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001412574,0.0004217614,0.000716717,0.00005018159,0.0003758442,0.0001747638,0.0008095726,0.0001514683,0.001218873],"category_scores_gemma":[0.0001797832,0.0001585944,0.0004162155,0.001391354,0.0003356483,0.0003033125,0.0001010727,0.0005121711,0.0002367757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008181749,"about_ca_system_score_gemma":0.00004299184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005965091,"about_ca_topic_score_gemma":0.009930412,"domain_scores_codex":[0.997471,0.00008409171,0.0006878217,0.0004510427,0.000795692,0.0005103617],"domain_scores_gemma":[0.9972684,0.0001424232,0.0007505111,0.0001140363,0.001111563,0.0006130345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009900582,0.0006228998,0.04168147,0.000007980805,0.0003147585,0.00005222769,0.008703185,0.000007223938,0.787783,0.0001097439,0.1211886,0.03853886],"study_design_scores_gemma":[0.000683787,0.003335413,0.578393,0.00009453709,0.00009899528,0.00009827227,0.007259392,0.000002424958,0.02382343,0.0001185701,0.3854766,0.0006156364],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846723,0.0001193542,0.00007454346,0.01295689,0.0002261642,0.0002107714,0.0007570224,0.00004651335,0.0009364453],"genre_scores_gemma":[0.9809711,0.0001082237,0.00349002,0.009956548,0.004605733,0.000004440343,0.0001466968,0.000005232364,0.0007120284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7639596,"threshold_uncertainty_score":0.9996942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827228866739081,"score_gpt":0.2252776267421499,"score_spread":0.2070053380747591,"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."}}