{"id":"W4386855094","doi":"10.1149/ma2023-013784mtgabs","title":"Considerations for Ionic Diffusion in Slurry Electrolytes for 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":"","funders":"","keywords":"Electrolyte; Slurry; Electrode; Flow battery; Chemistry; Chemical engineering; Materials science; Overpotential; Inorganic chemistry; Electrochemistry; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002841873,0.0009950167,0.0006902115,0.0007762612,0.0009444206,0.003386545,0.002350979,0.002610228,0.005617534],"category_scores_gemma":[0.007802836,0.0006541811,0.0006659634,0.0003515725,0.001066678,0.00560777,0.001643259,0.00218675,0.00269125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001550913,"about_ca_system_score_gemma":0.0009632467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008195142,"about_ca_topic_score_gemma":0.00126227,"domain_scores_codex":[0.9984944,0.0002629242,0.0001523492,0.0002501623,0.0007011151,0.0001391293],"domain_scores_gemma":[0.9970765,0.001528668,0.0002769125,0.0001096288,0.0009004351,0.0001078199],"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":[0.0008465583,0.0002652744,0.001607192,0.005097265,0.00007887822,0.001532402,0.0004685016,0.004905336,0.780452,0.1215039,0.006323002,0.07691963],"study_design_scores_gemma":[0.0002239849,0.001593956,0.0006675891,0.0009589951,0.0001858361,0.002616839,0.0005812828,0.0259756,0.7454619,0.03004218,0.1915787,0.0001131657],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3167592,0.186799,0.3167158,0.02886327,0.008230334,0.001049207,0.001141924,0.001555955,0.1388853],"genre_scores_gemma":[0.8354885,0.05249792,0.0855018,0.004302545,0.001199895,0.0005813671,0.0008409918,0.0004144804,0.01917247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005617534,"threshold_uncertainty_score":0.01879251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491570013048922,"score_gpt":0.2799492024717551,"score_spread":0.2550335023412659,"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."}}