{"id":"W7071161672","doi":"","title":"Removal of Pharmaceutical Carbamazepine Using Pulsed Corona Discharge Generated in Water","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aqueous solution; Corona discharge; Degradation (telecommunications); Volumetric flow rate; Analytical Chemistry (journal); Capacitor; Water treatment; Aqueous two-phase system","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":[0.0001091919,0.0002643593,0.0002430917,0.0001498456,0.0001181715,0.0002882424,0.0002264629,0.0003496112,0.0004342427],"category_scores_gemma":[0.0002792102,0.0001381398,0.0002666362,0.0001598304,0.0002075227,0.0002814627,0.0002219785,0.0003452279,0.000136945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002443339,"about_ca_system_score_gemma":0.0001773576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009794133,"about_ca_topic_score_gemma":0.00116788,"domain_scores_codex":[0.9998596,0.00001395814,0.00000806906,0.00004022566,0.00006052609,0.00001754094],"domain_scores_gemma":[0.9999349,0.00001436832,0.00002081998,0.000005234604,0.0000192485,0.000005468444],"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":[0.00001524951,0.000004880314,0.0000768938,0.00002351616,0.000002213206,0.00002455537,0.000008974355,0.00004409794,0.9979271,0.00001254,0.00001619788,0.001843827],"study_design_scores_gemma":[0.00000512422,0.0001279406,0.0009629654,0.000002420224,0.000005207973,0.00008013305,0.0000124938,0.0005808407,0.9976374,0.0000112117,0.000571351,0.00000299008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910591,0.001042918,0.006701365,0.00006730026,0.00001474489,0.00003869091,0.00008987846,0.00007532162,0.0009106727],"genre_scores_gemma":[0.9911333,0.001017332,0.006565322,0.00006544845,0.000009387981,0.00003231786,0.0001218848,0.00001940554,0.001035669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009794133,"threshold_uncertainty_score":0.001947463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03094919621050491,"score_gpt":0.274492956732141,"score_spread":0.2435437605216361,"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."}}