{"id":"W4403233178","doi":"10.3390/microorganisms12102027","title":"Effect of Egg Washing and Hen Age on Cuticle Quality and Bacterial Adherence in Table Eggs","year":2024,"lang":"en","type":"article","venue":"Microorganisms","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnbrae Farms (Canada); University of Ottawa","funders":"Egg Farmers of Canada; University of Ottawa","keywords":"Eggshell; Cuticle (hair); Biology; Penetration (warfare); Egg white; Eggshell membrane; Microbiology; Food science; Anatomy; Ecology","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":[0.0002761015,0.0003710894,0.0002929371,0.0003410169,0.000159245,0.0004261764,0.0001635363,0.0002709567,0.001422313],"category_scores_gemma":[0.0007151738,0.0002413743,0.0003046208,0.0001723749,0.0002604552,0.0003642934,0.0003074287,0.0004158871,0.000241734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003078167,"about_ca_system_score_gemma":0.000161296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001722622,"about_ca_topic_score_gemma":0.003884877,"domain_scores_codex":[0.999615,0.00005848333,0.00004557415,0.0001324267,0.00007919558,0.00006937746],"domain_scores_gemma":[0.9990218,0.0002795622,0.0003121,0.00006370815,0.0001333289,0.0001893988],"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":[0.001592956,0.0001624625,0.02009575,0.00007610683,0.00003607798,0.0001139978,0.0001653879,0.00006723197,0.9751291,0.00001450927,0.00002549692,0.002520897],"study_design_scores_gemma":[0.00001736371,0.003462256,0.6752093,0.00001154222,0.00007148831,0.0002208681,0.000342106,0.0004398317,0.3196282,0.00002197798,0.0005469411,0.00002809718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991905,0.0003166813,0.000135905,0.00001102369,0.000006109643,0.00000894728,0.0001010066,0.00000470626,0.0002250937],"genre_scores_gemma":[0.9978828,0.0001906098,0.0003887039,0.00003429888,0.000004594955,0.00001591855,0.0002271444,0.0000102674,0.00124559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001722622,"threshold_uncertainty_score":0.00475812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172887669252337,"score_gpt":0.2877432476604057,"score_spread":0.2660143709678823,"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."}}