{"id":"W7018225966","doi":"","title":"Development of a Novel Egg Surface Decontamination Method via Electro-nano-spray","year":2023,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human decontamination; Hydrogen peroxide; Water disinfection; Microorganism; Environmentally friendly; Contamination; Surface water","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001360751,0.0003701134,0.0006106933,0.0006513618,0.0001861345,0.00001302773,0.0006965949,0.0005266563,0.00009718959],"category_scores_gemma":[0.000002991378,0.0005748583,0.0002468182,0.0009827677,0.00004851012,0.0007350084,0.000113134,0.0004015649,0.00001834157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002637135,"about_ca_system_score_gemma":0.0005326644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003343381,"about_ca_topic_score_gemma":0.005897494,"domain_scores_codex":[0.9985865,0.00004063574,0.0002736819,0.0004024295,0.0003196052,0.0003771965],"domain_scores_gemma":[0.9990842,0.00009591773,0.0002754292,0.0003056685,0.0001119264,0.0001269061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008251989,0.0005448752,0.0007541777,0.003097722,0.002532358,0.0001424551,0.1334965,0.02593428,0.8071159,0.001549808,0.001033953,0.0229728],"study_design_scores_gemma":[0.005816207,0.000386415,0.01321257,0.00114501,0.001270058,0.00001419328,0.3157562,0.5112794,0.1356439,0.0003967776,0.01126208,0.003817159],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9159308,0.00007867537,0.07980212,0.00002471396,0.000280797,0.0002894677,0.0001776495,0.0004321325,0.002983636],"genre_scores_gemma":[0.7367747,0.0003405928,0.2049408,0.000005949392,0.00002582767,1.151051e-7,0.004512064,0.0001572062,0.05324277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.671472,"threshold_uncertainty_score":0.9996703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005173847392906009,"score_gpt":0.1782365888671023,"score_spread":0.1730627414741963,"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."}}