{"id":"W4302759303","doi":"10.1016/j.anscip.2022.05.013","title":"E nvironmental benefits of crude protein reduction in broiler chicken diets: quantification via a meta-analysis","year":2022,"lang":"en","type":"article","venue":"Animal - science proceedings","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Broiler; Reduction (mathematics); Meta-analysis; Animal science; Food science; Biology; Mathematics; Medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01684636,0.0039385,0.009997039,0.002797015,0.0007028838,0.003528693,0.001944338,0.002472943,0.003201852],"category_scores_gemma":[0.01924155,0.001821749,0.04169681,0.002753156,0.001117148,0.001558018,0.002391926,0.002704378,0.0004076421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124998,"about_ca_system_score_gemma":0.001355751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007115457,"about_ca_topic_score_gemma":0.00801828,"domain_scores_codex":[0.9863171,0.00821941,0.001376333,0.002826336,0.0008261591,0.0004346894],"domain_scores_gemma":[0.9873548,0.009541169,0.001163374,0.001164789,0.0005061225,0.0002697269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.006267488,0.0000345883,0.008009402,0.006973628,0.9730642,0.00005786012,0.00004464982,0.00100308,0.001045396,0.0001074312,0.0001628129,0.003229427],"study_design_scores_gemma":[0.0006195632,0.0003869398,0.007211167,0.0004641516,0.9892864,0.00003690697,0.00003582127,0.0007458091,0.0003564762,0.0002732298,0.0005572048,0.00002641383],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3094133,0.6495914,0.02896618,0.001578861,0.002046325,0.0006197453,0.005275457,0.0006839914,0.001824623],"genre_scores_gemma":[0.9637359,0.02390446,0.008677813,0.0009549533,0.0002188318,0.0003542656,0.0009680277,0.0001523239,0.001033401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.990003,"threshold_uncertainty_score":0.08909315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06008313924787147,"score_gpt":0.2520003136224566,"score_spread":0.1919171743745851,"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."}}