{"id":"W3008654024","doi":"10.1002/047167849x.bio095","title":"Fats and Oils in Aquafeed Formulations","year":2020,"lang":"en","type":"other","venue":"Bailey's Industrial Oil and Fat Products","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Dalhousie University","funders":"","keywords":"Aquaculture; Fish oil; Food science; Polyunsaturated fatty acid; Fish meal; Fatty acid; Biology; Nutrient; Biotechnology; Chemistry; Fish <Actinopterygii>; Biochemistry; Fishery; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009258285,0.0002617474,0.0003606913,0.00003945596,0.00008822532,0.00008308139,0.000118279,0.0005189682,0.0004727763],"category_scores_gemma":[0.0001615541,0.0001107337,0.00003749907,0.0004244609,0.00008558285,0.00007929636,0.00008029313,0.0003588799,0.00002996938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001208745,"about_ca_system_score_gemma":0.00001240633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004016229,"about_ca_topic_score_gemma":0.0007231253,"domain_scores_codex":[0.9987423,0.00006984361,0.0002390666,0.0005398696,0.0001669645,0.0002418975],"domain_scores_gemma":[0.9995919,0.00005098648,0.0001272637,0.00005561019,0.00002225951,0.0001519792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008439642,0.0001184507,0.0009852848,0.0000750149,0.00003071976,0.00002114752,0.0001386346,6.314848e-8,0.02432047,0.0009365044,0.5421154,0.4311739],"study_design_scores_gemma":[0.0008050185,0.000129377,0.001598737,0.0001887262,0.00002309966,0.000006215964,0.00008220442,0.000001587175,0.001007246,0.0001892453,0.9956252,0.0003433465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09316617,0.01138298,0.000002995475,0.08628038,0.001729252,0.001645885,0.00164418,0.0009399173,0.8032082],"genre_scores_gemma":[0.1873289,0.01027733,0.001609438,0.0033453,0.03372719,0.0002225404,0.003277973,0.0001066671,0.7601047],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4535098,"threshold_uncertainty_score":0.5176569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04812199112862792,"score_gpt":0.2267578776005006,"score_spread":0.1786358864718727,"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."}}