{"id":"W2131196437","doi":"10.1007/s11090-011-9346-8","title":"Active Species Generated by a Pulsed Arc Electrohydraulic Discharge Plasma Channel in Contaminated Water Treatments","year":2012,"lang":"en","type":"article","venue":"Plasma Chemistry and Plasma Processing","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Plasma; Chemistry; Analytical Chemistry (journal); Radical; Electric arc; Conductivity; Pulse duration; Electrode; Environmental chemistry; Laser","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":[0.0001164324,0.00009666564,0.0001275473,0.000160028,0.0002725937,0.0003146911,0.0002301709,0.0002578183,0.001290537],"category_scores_gemma":[0.0002081114,0.00009556123,0.0001013876,0.0001279363,0.0003149321,0.0002917478,0.0002427,0.0002411107,0.0001508583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838799,"about_ca_system_score_gemma":0.0002039473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006718651,"about_ca_topic_score_gemma":0.0005869787,"domain_scores_codex":[0.9999188,0.00001102843,0.000002426143,0.00001841254,0.00002604861,0.00002328238],"domain_scores_gemma":[0.999921,0.0000254185,0.00001597399,0.000004887408,0.00002078562,0.00001195315],"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":[0.0003627578,0.0000198396,0.001072383,0.00003404115,0.000003838197,0.0001323389,0.0001017189,0.000413397,0.994405,0.0002567402,0.00009142784,0.003106517],"study_design_scores_gemma":[0.00001444036,0.0001491298,0.002432674,0.000002601515,0.00000756044,0.00007701837,0.0001135705,0.003194424,0.9930704,0.00009549598,0.0008387181,0.00000399471],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965057,0.0001298426,0.002343133,0.00004051298,0.00001048308,0.0000090864,0.00002878957,0.00004094556,0.0008914908],"genre_scores_gemma":[0.9988826,0.00003662648,0.0004079237,0.000009284287,0.00000162847,0.000002552811,0.0000101558,0.000005775607,0.0006433792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001290537,"threshold_uncertainty_score":0.004317224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304873438550546,"score_gpt":0.2376416637173515,"score_spread":0.224592929331846,"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."}}