{"id":"W6983437671","doi":"","title":"Microbial Decontamination of Egg Surface via Cold Plasma","year":2024,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Human decontamination; Eggshell; Contamination; Microorganism; Relative humidity; Salmonella; Food industry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001449978,0.0003358416,0.0002438138,0.0001610269,0.0001375352,0.0002883971,0.0002931335,0.0003723777,0.0006538829],"category_scores_gemma":[0.0002138961,0.0001152382,0.0003088397,0.0001305325,0.0001571294,0.0002817229,0.0002957571,0.0002783991,0.0001964867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001310533,"about_ca_system_score_gemma":0.0001136821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004206201,"about_ca_topic_score_gemma":0.0005598758,"domain_scores_codex":[0.9998274,0.00002181304,0.000009369777,0.00004267431,0.00007529471,0.00002335791],"domain_scores_gemma":[0.9998999,0.00002497859,0.00002740015,0.000007653519,0.00003283775,0.000007340899],"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":[0.00002948668,0.000005618221,0.0001174582,0.00007314279,0.000002282868,0.00003329757,0.00001767106,0.00005337724,0.9974923,0.00001937915,0.00002878808,0.002127288],"study_design_scores_gemma":[0.000005020252,0.0003622264,0.001885331,0.000007401599,0.000006977897,0.0001493046,0.00004456352,0.0007830272,0.9955674,0.00001881601,0.00116376,0.000006236023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777485,0.002924924,0.01708959,0.0001025856,0.0000588408,0.00004998305,0.000118502,0.0001147917,0.001792264],"genre_scores_gemma":[0.9827456,0.001933238,0.01180514,0.0001362949,0.00001722145,0.00004677918,0.000189311,0.00002905694,0.003097251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006538829,"threshold_uncertainty_score":0.00218749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004865485541063518,"score_gpt":0.1802593068108987,"score_spread":0.1753938212698351,"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."}}