{"id":"W3082135968","doi":"10.1016/j.chemosphere.2020.128157","title":"Fabrication and characterization of porous titanium-based PbO2 electrode through the pulse electrodeposition method: Deposition condition optimization by orthogonal experiment","year":2020,"lang":"en","type":"article","venue":"Chemosphere","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Diabetes Canada","keywords":"Fabrication; Deposition (geology); Electrode; Characterization (materials science); Porosity; Titanium; Materials science; Pulse (music); Chemical engineering; Nanotechnology; Composite material; Metallurgy; Chemistry; Voltage; Electrical engineering; Engineering; Physical chemistry; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001345194,0.0002465237,0.000245278,0.00001780519,0.0001953917,0.00004887824,0.000153808,0.0001692231,0.0002677219],"category_scores_gemma":[0.00004474459,0.0002241212,0.00007243082,0.0004482171,0.00006079474,0.000451667,0.00002783713,0.0001673165,0.000007153295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002061644,"about_ca_system_score_gemma":0.0000727248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002273682,"about_ca_topic_score_gemma":0.00001802414,"domain_scores_codex":[0.9983134,0.0001690722,0.0004063572,0.0004483211,0.0003989702,0.00026384],"domain_scores_gemma":[0.9989749,0.00005309821,0.0003731869,0.0002440738,0.0002792556,0.00007543985],"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":[0.0002318719,0.000081475,0.00003423519,0.00004879413,0.00004939972,9.871483e-7,0.0002864364,0.01007546,0.9827207,0.002132533,0.0003089641,0.004029085],"study_design_scores_gemma":[0.0006453233,0.0002671269,0.0001619823,0.0000196176,0.0000936218,0.00001020229,0.0000675265,0.0936415,0.9043108,0.0001120926,0.0004624497,0.0002077635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2945522,0.0003010454,0.7013535,0.002086448,0.00005196951,0.0003705016,0.0000110816,0.0001528667,0.001120273],"genre_scores_gemma":[0.9836782,0.00009484995,0.010938,0.00116062,0.0001139515,0.0000806142,0.003838413,0.00005126702,0.00004410198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6904156,"threshold_uncertainty_score":0.9139399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007118849167201566,"score_gpt":0.2288988431332172,"score_spread":0.2217799939660156,"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."}}