{"id":"W3025411984","doi":"10.1149/ma2020-01462624mtgabs","title":"Carbon Electrocatalysts for High Performance Bromine and Iodine Redox Flow Battery Electrodes","year":2020,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advanced battery technologies research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Flow battery; Electrolyte; Redox; Battery (electricity); Energy storage; Bromine; Chemistry; Inorganic chemistry; Chemical engineering; Electrode; Electrocatalyst; Materials science; Nanotechnology; Electrochemistry; Organic chemistry; Thermodynamics; Power (physics); Physical chemistry","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":[0.0001630945,0.0003958952,0.0002258783,0.0007059705,0.0001275111,0.0004698746,0.000636671,0.0008411254,0.001662473],"category_scores_gemma":[0.0003852092,0.0002280666,0.0002375492,0.000467229,0.0001778623,0.0004914227,0.0002899828,0.0007765971,0.0007321928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006063308,"about_ca_system_score_gemma":0.0002005216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007716884,"about_ca_topic_score_gemma":0.003007022,"domain_scores_codex":[0.9997039,0.00001399041,0.00001698288,0.00005606295,0.0001761272,0.00003275038],"domain_scores_gemma":[0.9999088,0.00001726033,0.000015151,0.000007590609,0.00003771685,0.00001356891],"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":[0.00003819245,0.00003549432,0.00007703684,0.0002289483,0.000007155586,0.0001181141,0.00002359267,0.0003448659,0.9847171,0.001242532,0.001045177,0.01212185],"study_design_scores_gemma":[0.00001777746,0.00009134029,0.0006717285,0.00001914704,0.000007432393,0.0001521876,0.00001316342,0.00344176,0.9825485,0.0002112182,0.01281195,0.00001381479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8440003,0.03085276,0.07533484,0.002108426,0.001731225,0.0004898586,0.001576256,0.002367343,0.04153891],"genre_scores_gemma":[0.946983,0.006906511,0.03007191,0.0003705477,0.0001137691,0.0001577079,0.0009710054,0.0001443307,0.01428113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001662473,"threshold_uncertainty_score":0.005561471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233612464823218,"score_gpt":0.2245450460797724,"score_spread":0.2122089214315402,"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."}}