{"id":"W4366433098","doi":"10.1007/978-3-031-22584-0_8","title":"Smart Poultry Nutrition","year":2023,"lang":"fr","type":"book-chapter","venue":"Smart animal production","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Food science; Business; Chemistry; Environmental science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000767923,0.0005822635,0.0005333787,0.00009360143,0.0007957807,0.0001323577,0.0002577448,0.000768201,0.002270525],"category_scores_gemma":[0.0003127711,0.0003377786,0.0004750538,0.0003888564,0.0006271612,0.0004113113,0.0001516977,0.0007529153,0.001942998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003299432,"about_ca_system_score_gemma":0.00005497571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004126084,"about_ca_topic_score_gemma":0.0002469737,"domain_scores_codex":[0.9965468,0.0001598731,0.0006909248,0.001400306,0.0005592353,0.0006428267],"domain_scores_gemma":[0.9985471,0.00007969954,0.0003052073,0.0002416323,0.0005818734,0.0002444761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001909772,0.001527851,0.007133412,0.001955079,0.0003649271,0.00007591221,0.0003142102,0.00003286467,0.1111063,0.341412,0.04200605,0.4921616],"study_design_scores_gemma":[0.0003130974,0.002212463,0.03636526,0.0004370287,0.0001712376,0.0001784137,0.007810525,0.00003704385,0.001673755,0.0258722,0.9237248,0.001204193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8191607,0.001300187,0.000002559462,0.08781655,0.01530972,0.002750661,0.0001841861,0.0009915597,0.0724839],"genre_scores_gemma":[0.5144468,0.001172769,0.00007805408,0.00009727322,0.008475868,0.00007304558,0.0004998865,0.00001918762,0.4751371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8817188,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04179548820475509,"score_gpt":0.2393730834994723,"score_spread":0.1975775952947172,"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."}}