{"id":"W4205408816","doi":"10.2139/ssrn.4013048","title":"Real-Time Reconstructed Interphase Enables Reversible Aqueous Zinc Battery Chemistries","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Advanced battery technologies research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Light Source (Canada); University of Alberta","funders":"","keywords":"Interphase; Aqueous solution; Zinc; Battery (electricity); Chemistry; Materials science; Physics; Organic chemistry; Thermodynamics; Biology; Power (physics)","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":[0.0001345585,0.0002531392,0.0002090483,0.0001397181,0.0002177677,0.0006634149,0.0008607035,0.0003579287,0.005428025],"category_scores_gemma":[0.0004707062,0.0001626032,0.00008933715,0.0002046325,0.0003469483,0.001004617,0.0005934086,0.0005789834,0.000985135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004694961,"about_ca_system_score_gemma":0.000292831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006979104,"about_ca_topic_score_gemma":0.001600776,"domain_scores_codex":[0.9998927,0.000005115508,0.000004050963,0.00002813336,0.00005197986,0.0000179484],"domain_scores_gemma":[0.9998695,0.00003831628,0.00002383354,0.00002715448,0.00002640523,0.00001471468],"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":[0.0004222698,0.00005350776,0.0004224958,0.0001598981,0.0000087958,0.0002098481,0.00009960907,0.002590301,0.9584065,0.003888708,0.0009403599,0.03279782],"study_design_scores_gemma":[0.00002361416,0.00008405853,0.0003782049,0.000007569027,0.000006211048,0.00006925235,0.00005654353,0.03701964,0.9573374,0.0008222243,0.004179183,0.00001619079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8833607,0.0008131766,0.09710135,0.0005692526,0.0002932449,0.00005409947,0.001161694,0.002894935,0.01375139],"genre_scores_gemma":[0.9843414,0.0002383279,0.01182089,0.00005100947,0.00001344944,0.00001960499,0.0002224231,0.0001459492,0.003146823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005428025,"threshold_uncertainty_score":0.0181585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005877010398210246,"score_gpt":0.22137642360777,"score_spread":0.2154994132095597,"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."}}