{"id":"W4390181824","doi":"10.3390/agriculture14010031","title":"Inclusion of Dried Black Soldier Fly Larvae in Free-Range Laying Hen Diets: Effects on Production Efficiency, Feed Safety, Blood Metabolites, and Hen Health","year":2023,"lang":"en","type":"article","venue":"Agriculture","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Mitacs; Kwantlen Polytechnic University","keywords":"Feed conversion ratio; Biology; Meal; Soybean meal; Animal science; Feces; Soybean oil; Nutrient; Feed additive; Food science; Weight gain; Blood meal; Animal feed; Body weight; Biotechnology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001914749,0.0004688149,0.0003170439,0.0002776672,0.0002298323,0.0002506786,0.0002267178,0.0002733891,0.0009660219],"category_scores_gemma":[0.0002153948,0.0001764575,0.000249853,0.0001211689,0.0002857919,0.000277531,0.0002215253,0.0004162117,0.0001270469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003785711,"about_ca_system_score_gemma":0.0003796025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002556721,"about_ca_topic_score_gemma":0.00760153,"domain_scores_codex":[0.9998437,0.00002360543,0.00001556298,0.00003980074,0.00004028384,0.00003691904],"domain_scores_gemma":[0.9996632,0.00004560878,0.00008270064,0.00002079763,0.00003818156,0.0001495028],"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":[0.006787827,0.0008331548,0.005476311,0.0001052487,0.00004378244,0.00007434458,0.00008310111,0.00009008753,0.9825043,0.00002154725,0.00002769198,0.003952537],"study_design_scores_gemma":[0.0002548593,0.04180674,0.1370074,0.00002765415,0.0002004378,0.0002482182,0.0003473712,0.0006783906,0.8180141,0.00004400285,0.001341213,0.00002972567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997415,0.00009513551,0.00003926582,0.000008084513,0.00000227497,0.000005875559,0.00003584921,0.000002758519,0.00006925871],"genre_scores_gemma":[0.9979024,0.0001883764,0.0005981546,0.00002923323,0.000003700358,0.00002074319,0.0001924452,0.000004551913,0.00106045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002556721,"threshold_uncertainty_score":0.00508374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00978155157259285,"score_gpt":0.2166090627114501,"score_spread":0.2068275111388573,"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."}}