{"id":"W4392542243","doi":"10.1016/j.psj.2024.103625","title":"Validating the use of a newly developed cinnamaldehyde product in commercial broiler production","year":2024,"lang":"en","type":"article","venue":"Poultry Science","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"Chicken Farmers of Saskatchewan; Agriculture and Agri-Food Canada; Canadian Poultry Research Council","keywords":"Broiler; Clostridium perfringens; Ileum; Feed conversion ratio; Biology; Animal science; Population; Veterinary medicine; Food science; Biotechnology; Medicine; Body weight; Biochemistry; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000488558,0.00006847451,0.0000846281,0.00002345662,0.0001779045,0.00008350856,0.0002571453,0.00002292875,0.00005827619],"category_scores_gemma":[0.0003493106,0.00002234532,0.00002815947,0.001479548,0.0003022492,0.0003787601,0.00006688326,0.000124724,0.00001783533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002019842,"about_ca_system_score_gemma":0.00003783494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003804035,"about_ca_topic_score_gemma":0.0002158713,"domain_scores_codex":[0.9990664,0.00007023852,0.0001753858,0.0003072498,0.0001848767,0.000195897],"domain_scores_gemma":[0.9996456,0.0001458393,0.00003870262,0.0000539807,0.00008501509,0.00003085772],"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":[0.00001650233,0.00003716954,0.02410962,0.000009989902,0.000001231212,8.900922e-7,0.0002386466,0.00003477893,0.9124082,0.0007344999,0.001142129,0.06126633],"study_design_scores_gemma":[0.00003417075,0.00006862065,0.9654683,0.00006650511,0.000002629863,0.00001156093,0.0002965678,0.0003585006,0.009549647,0.000385086,0.02365582,0.0001026157],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919115,0.00007026923,0.00000410609,0.007366813,0.0002731966,0.000160093,0.000006179894,0.00003224146,0.0001755804],"genre_scores_gemma":[0.9989969,0.00002005101,0.0003233845,0.0002817158,0.000203089,0.00000877129,0.000005699372,4.65781e-7,0.00015995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9413587,"threshold_uncertainty_score":0.1368316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.133809993905622,"score_gpt":0.290737243855379,"score_spread":0.156927249949757,"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."}}