{"id":"W4408284002","doi":"10.1016/j.psj.2025.105023","title":"Inactivation of Salmonella and avian pathogens on hatchery eggs using gas phase hydroxyl-radical process vs formaldehyde fumigation: Efficacy, hatching performance and grow-out of Chickens","year":2025,"lang":"en","type":"article","venue":"Poultry Science","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Biotechnology and Biological Sciences Research Council; University of Guelph; Ontario Ministry of Agriculture, Food and Rural Affairs; Canadian Poultry Research Council","keywords":"Fumigation; Hatching; Formaldehyde; Hatchery; Salmonella; Biology; Chemistry; Toxicology; Animal science; Ecology; Bacteria; Fishery; Biochemistry; Fish <Actinopterygii>","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":[0.00029136,0.0001011409,0.0001742304,0.00004065178,0.000304278,0.00002494624,0.0001426128,0.00006370719,0.000009544416],"category_scores_gemma":[0.00008851336,0.00004974698,0.00002613392,0.000504315,0.0005740262,0.000311569,0.00005325883,0.0001099089,5.867035e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001618702,"about_ca_system_score_gemma":0.00003029045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003190737,"about_ca_topic_score_gemma":0.000004760686,"domain_scores_codex":[0.9990966,0.00003609169,0.0002206752,0.0002702265,0.0001922283,0.0001841955],"domain_scores_gemma":[0.9995264,0.0001327437,0.0001335565,0.00004638485,0.00008856972,0.00007232598],"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":[0.0001641416,0.000148766,0.0316912,0.0000549102,0.000002691408,3.148399e-7,0.000357876,0.00001636468,0.9532197,0.0003932762,0.000003533477,0.01394719],"study_design_scores_gemma":[0.0006417746,0.0008659367,0.8626826,0.0003003301,0.00001433213,0.000008653776,0.00099533,0.007378783,0.1256423,0.001204284,0.00009033916,0.0001752396],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989091,0.00003594301,0.00002324624,0.0004565357,0.00005113598,0.0001388954,0.00001235992,0.00001380268,0.0003589676],"genre_scores_gemma":[0.9995879,0.00005342773,0.0001261039,0.0001720139,0.00003748883,0.000002528734,0.000008647799,6.087106e-7,0.00001128668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8309914,"threshold_uncertainty_score":0.2340291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342644222957656,"score_gpt":0.2949488409781271,"score_spread":0.2715223987485506,"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."}}