{"id":"W4391637791","doi":"10.1149/ma2023-02592881mtgabs","title":"Systematic Assessment of Electrode Wettability for Vanadium Redox Flow Batteries","year":2023,"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":"Simon Fraser University","funders":"","keywords":"Vanadium; Redox; Wetting; Electrode; Flow (mathematics); Materials science; Chemical engineering; Environmental science; Chemistry; Metallurgy; Composite material; Engineering; Mechanics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001018059,0.0001699586,0.0003767884,0.0001907224,0.0000780204,0.0000298935,0.0003112696,0.0001073544,0.000008549393],"category_scores_gemma":[0.001475566,0.0001676779,0.00007611087,0.0003671304,0.00006067727,0.0001068106,0.0000684328,0.0002470121,0.00002103419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001817988,"about_ca_system_score_gemma":0.00003693167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001025979,"about_ca_topic_score_gemma":0.00001964156,"domain_scores_codex":[0.9983309,0.00003312456,0.0005652165,0.0002337163,0.0002839912,0.0005530879],"domain_scores_gemma":[0.9983575,0.0009025133,0.0001009869,0.0004864257,0.00009617687,0.00005636284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000006085127,0.0000230523,0.0005067196,0.02258442,0.00008735979,0.000009496425,0.0001016516,0.7611766,0.2133515,0.00001391002,0.001772156,0.0003670403],"study_design_scores_gemma":[0.0004413756,0.0001629232,0.01212371,0.003909722,0.00004381914,0.000008671802,0.0005430719,0.3607693,0.618809,0.0020899,0.0005987605,0.0004996996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872862,0.0001489237,0.00218079,0.0003653431,0.0003953941,0.00109537,0.00005318406,0.001810851,0.006663937],"genre_scores_gemma":[0.984306,0.00003328255,0.01519615,0.000006392554,0.00004123168,0.0002566918,0.00002081758,0.00004993829,0.00008955091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4054575,"threshold_uncertainty_score":0.6837705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769701416647972,"score_gpt":0.294395573263272,"score_spread":0.2766985590967923,"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."}}