{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002197715,0.00007101028,0.000144545,0.000007047469,0.00003808503,0.0000420084,0.00005120527,0.00005616054,0.0001878604],"category_scores_gemma":[0.00002219157,0.00002849434,0.00001705982,0.0001074231,0.00006032981,0.00005103995,0.00004260307,0.00007313477,0.00001154387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007038411,"about_ca_system_score_gemma":0.000002118789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003372495,"about_ca_topic_score_gemma":0.00009746739,"domain_scores_codex":[0.9994359,0.0001188287,0.0001156751,0.0001791432,0.00003982159,0.000110644],"domain_scores_gemma":[0.9996753,0.0002474955,0.00001870379,0.00001998403,0.000006073786,0.00003248837],"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":[0.000107214,0.00001730353,0.00133163,0.00004348691,0.000002362567,0.000002730183,0.00008929333,3.902834e-8,0.988922,0.0002901226,0.0001143201,0.009079483],"study_design_scores_gemma":[0.0004541665,0.002655454,0.3983768,0.0001404179,0.000008685644,0.00000925785,0.0001424565,0.00001145272,0.5925384,0.001211367,0.004266544,0.0001849765],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991958,0.0002372791,3.277448e-7,0.0002037464,0.0000573668,0.00008963415,0.00003049659,0.00002089695,0.000164444],"genre_scores_gemma":[0.9997282,0.00004197979,0.00002140444,0.0000854125,0.00005472419,0.000002495062,0.00001554313,7.004496e-7,0.000049541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3970451,"threshold_uncertainty_score":0.2056939,"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."}}