{"id":"W2905137357","doi":"10.1093/jas/sky404.645","title":"167 Production performance and egg quality of free-range laying hens fed diets containing chopped full-fat dried black soldier fly larvae.","year":2018,"lang":"en","type":"article","venue":"Journal of Animal Science","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Yolk; Feed conversion ratio; Biology; Eggshell; Haugh unit; Animal science; Meal; Egg albumen; Weight gain; Body weight; Food science; Chemistry; 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":[0.001850032,0.00009667788,0.0002061653,0.00003435644,0.0004469209,0.00008229897,0.0002880759,0.00004739887,0.00006147861],"category_scores_gemma":[0.0006028137,0.0000410623,0.00004630555,0.0005308363,0.000657942,0.0006756425,0.00009100951,0.0001238032,0.000003447082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003548273,"about_ca_system_score_gemma":0.00003096468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003477846,"about_ca_topic_score_gemma":0.00006519687,"domain_scores_codex":[0.9986066,0.00008159897,0.0003631402,0.0001988227,0.0004889035,0.0002609696],"domain_scores_gemma":[0.9987866,0.00007655376,0.0004202921,0.00005264703,0.0005388122,0.0001251341],"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":[0.0005231194,0.00003627824,0.05034079,0.00001337341,0.000004243416,9.667983e-7,0.0006201333,0.000002146901,0.9443938,0.0000719875,0.00009106299,0.003902134],"study_design_scores_gemma":[0.0003033376,0.004143924,0.9339679,0.00008577421,0.000009672453,0.0000304888,0.001214059,0.0005000488,0.0592626,0.00005843213,0.0002939832,0.0001297039],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984327,0.00003268508,0.000008969381,0.0007496187,0.0002437518,0.0000978835,0.000002692633,0.00001137745,0.0004203453],"genre_scores_gemma":[0.9991666,0.0000490852,0.0001811834,0.0001188978,0.0004541124,5.738565e-7,4.756904e-7,7.762403e-7,0.00002830896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8851312,"threshold_uncertainty_score":0.3437399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04775498231572275,"score_gpt":0.2849250825903106,"score_spread":0.2371701002745879,"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."}}