{"id":"W4309811310","doi":"10.1149/ma2022-02271061mtgabs","title":"(Digital Presentation) Application of Polarity Reversal and Performance Analysis of Continuous Electrocoagulation","year":2022,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Economic and Technological Systems Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Passivation; Anode; Polarity reversal; Electrolyte; Cathode; Electrode; Materials science; Electrocoagulation; Analytical Chemistry (journal); Chemistry; Chemical engineering; Layer (electronics); Composite material; Voltage; Electrical engineering; Chromatography","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":[0.0003038044,0.0005247662,0.0004633042,0.0008825185,0.0002143408,0.0008242583,0.0006735628,0.0006976008,0.1814511],"category_scores_gemma":[0.0009189857,0.0001840611,0.000248546,0.000913478,0.0001294444,0.0005829594,0.0003475041,0.0006832099,0.03861035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002626652,"about_ca_system_score_gemma":0.0001452276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005074341,"about_ca_topic_score_gemma":0.0005367727,"domain_scores_codex":[0.9997626,0.00001143101,0.00001527589,0.00005132925,0.0001356417,0.00002379445],"domain_scores_gemma":[0.9995854,0.00008562717,0.0000299893,0.00005564241,0.0002180617,0.00002522512],"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":[0.0017198,0.0003577628,0.001022479,0.0008384796,0.00003586293,0.0005961909,0.00009150813,0.0006382703,0.5869594,0.0007399128,0.08782373,0.3191766],"study_design_scores_gemma":[0.0001773165,0.003612264,0.02282727,0.000183052,0.0001144606,0.001690686,0.0001453636,0.00900371,0.6454366,0.0009446628,0.3157634,0.0001012612],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3532373,0.01869874,0.1071071,0.003557277,0.01766868,0.001679116,0.07787582,0.02350967,0.3966663],"genre_scores_gemma":[0.5307804,0.006459951,0.04382186,0.002596047,0.0009915256,0.0008414343,0.02483361,0.002190068,0.3874851],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1814511,"threshold_uncertainty_score":0.6070144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00865802728552208,"score_gpt":0.2017617955693204,"score_spread":0.1931037682837984,"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."}}