{"id":"W4292332485","doi":"10.1111/jfpe.14156","title":"Evaluation of plasma‐activated water characteristics and its process optimization","year":2022,"lang":"en","type":"article","venue":"Journal of Food Process Engineering","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Indian Council of Agricultural Research","keywords":"Chemistry; Hydrogen peroxide; Ozone; Dielectric barrier discharge; Volumetric flow rate; Environmental chemistry; Chromatography; Pulp and paper industry; Organic chemistry","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":[0.0005545692,0.00007676872,0.0001916607,0.0001782888,0.00004393472,0.00000858315,0.0000556379,0.00002973568,0.00004082724],"category_scores_gemma":[0.0003663618,0.00006308997,0.00002410836,0.0001718787,0.000005413642,0.0001190465,0.00001710313,0.0001795089,2.04191e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005499336,"about_ca_system_score_gemma":0.0001342793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.07851e-7,"about_ca_topic_score_gemma":2.968582e-8,"domain_scores_codex":[0.9989293,0.00001409539,0.0003320609,0.00007055719,0.0005605119,0.00009348033],"domain_scores_gemma":[0.9986893,0.0000384283,0.0002017495,0.00005103107,0.0009580615,0.00006142339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007919328,0.0001476834,0.000120796,0.0003557055,0.0001213667,0.00000345295,0.0006550245,0.9209853,0.07616848,0.000025942,0.000004019974,0.001333039],"study_design_scores_gemma":[0.001148785,0.0004895752,0.0003605349,0.000109376,0.0004312092,0.0002238435,0.0001491908,0.5560791,0.440844,0.00003181241,0.00005605867,0.00007644794],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972954,0.0002703983,0.001999857,0.00009583831,0.00007540273,0.00019368,0.00001144697,0.00001044755,0.00004757722],"genre_scores_gemma":[0.9992495,0.00003356621,0.0005971629,0.000009612671,0.00004650827,0.00002971455,0.0000154437,0.00001508518,0.000003436687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3649062,"threshold_uncertainty_score":0.2572734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02117584174740503,"score_gpt":0.2687260677593378,"score_spread":0.2475502260119327,"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."}}