{"id":"W4221044574","doi":"10.2139/ssrn.4046840","title":"Microbubble-Enhanced Water Activation by Cold Plasma","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Plasma; Materials science; Physics; Nuclear physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001302434,0.0003547235,0.000245964,0.00015167,0.0002005149,0.0003296357,0.0003332902,0.0004071807,0.002991038],"category_scores_gemma":[0.0002029953,0.000158948,0.0001808657,0.0001137176,0.0002746444,0.0005501321,0.0005180982,0.0004775531,0.0007885325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000195833,"about_ca_system_score_gemma":0.000175934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003763068,"about_ca_topic_score_gemma":0.0005765093,"domain_scores_codex":[0.9998716,0.00001344622,0.000002981101,0.00003313694,0.00003774157,0.00004108096],"domain_scores_gemma":[0.9999456,0.00001668104,0.00001141475,0.000006224059,0.00001268556,0.000007361693],"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":[0.00005419002,0.000005058631,0.00002690953,0.00003701343,0.000002159603,0.00003383292,0.00003207595,0.00004821277,0.9976962,0.0002167008,0.0001061088,0.001741471],"study_design_scores_gemma":[0.000005362176,0.00005538077,0.0001603621,0.000001905321,0.000002443635,0.00003835346,0.00001467566,0.0005054217,0.9977101,0.00004948867,0.001453647,0.000002806281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403917,0.003277942,0.03995939,0.0004460355,0.0002032168,0.0001302001,0.0001624727,0.0004136847,0.01501541],"genre_scores_gemma":[0.9808186,0.0005154326,0.005579812,0.000133166,0.00002912696,0.00004713716,0.00008487968,0.00007007401,0.01272182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002991038,"threshold_uncertainty_score":0.01000607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004940590743295141,"score_gpt":0.2207088846609453,"score_spread":0.2157682939176502,"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."}}