{"id":"W7029135961","doi":"","title":"Improving Larval and Juvenile Lumpfish, Cyclopterus lumpus, Aquaculture: Nutrition and Growing Conditions","year":2022,"lang":"en","type":"article","venue":"University of New Hampshire Scholars Repository (University of New Hampshire at Manchester)","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Juvenile; Aquaculture; Population; Juvenile fish; Aquatic animal; Fish <Actinopterygii>","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":[0.0001589854,0.0004152457,0.0002424191,0.0003154799,0.0004481182,0.0005075001,0.0002714681,0.0002936712,0.001958457],"category_scores_gemma":[0.0002831152,0.000153685,0.0002596229,0.0002793199,0.0002501729,0.0005122354,0.0004430801,0.0004508972,0.0003822285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134516,"about_ca_system_score_gemma":0.0007864599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009189768,"about_ca_topic_score_gemma":0.04035387,"domain_scores_codex":[0.9998521,0.000008662041,0.00001779266,0.00005067123,0.00005200189,0.00001882831],"domain_scores_gemma":[0.9997905,0.00001551868,0.00009359587,0.000009188097,0.00004177774,0.00004940644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007312319,0.0003787869,0.02140509,0.0007143896,0.0000324231,0.0001679491,0.0002323035,0.0002762013,0.9553996,0.00008500594,0.0002876597,0.02028934],"study_design_scores_gemma":[0.0001032332,0.01031205,0.6952876,0.000234344,0.0002562019,0.0004856526,0.002007671,0.0005273645,0.2791024,0.0001400902,0.0114813,0.00006216133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976606,0.0004144821,0.000202293,0.00008659305,0.000008396429,0.00004889383,0.0002998883,0.00001455548,0.001264195],"genre_scores_gemma":[0.9859817,0.001286105,0.002930072,0.0002353461,0.000006357078,0.0001596994,0.00105477,0.00001443341,0.008331426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009189768,"threshold_uncertainty_score":0.01827252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008483295529401951,"score_gpt":0.182154692075363,"score_spread":0.1736713965459611,"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."}}