{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003475522,0.0004026734,0.0002143957,0.0001328978,0.00009181459,0.0001934502,0.0001807189,0.000264873,0.0007993844],"category_scores_gemma":[0.0002228719,0.0001464978,0.0002468287,0.00006819189,0.0001428938,0.0001405208,0.0001547142,0.0002781015,0.0001357503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002097925,"about_ca_system_score_gemma":0.0001742279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002069253,"about_ca_topic_score_gemma":0.004613186,"domain_scores_codex":[0.9998564,0.00002465284,0.00001481919,0.00004166197,0.00003894318,0.00002359227],"domain_scores_gemma":[0.9997974,0.00004100218,0.00007011987,0.00001737954,0.00005016118,0.00002396609],"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":[0.000132355,0.00004390647,0.0008835936,0.00003848941,0.000006289362,0.00001534135,0.00002077398,0.00005277789,0.9979255,0.000004662732,0.000006828673,0.0008693354],"study_design_scores_gemma":[0.00000640946,0.002234739,0.01505466,0.000006985553,0.00002440582,0.00003689846,0.00003146836,0.0002222193,0.9821498,0.000002493114,0.0002260551,0.000004007405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989848,0.0003616932,0.0003982735,0.00001026107,0.000005661085,0.00001568344,0.0000601016,0.000006059705,0.0001574534],"genre_scores_gemma":[0.9940942,0.0008498855,0.002249053,0.00002418373,0.000004518049,0.00002697332,0.0002801006,0.000009825691,0.002461319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002069253,"threshold_uncertainty_score":0.004114389,"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."}}