{"id":"W4377019429","doi":"10.1002/adma.202303336","title":"Modulating Zinc Metal Reversibility by Confined Antifluctuator Film for Durable and Dendrite‐Free Zinc Ion Batteries","year":2023,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Advanced battery technologies research","field":"Engineering","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Electronic Science and Technology of China; Queen's University; Queen's University Belfast","keywords":"Materials science; Anode; Zinc; Chemical engineering; Dendrite (mathematics); Corrosion; Plating (geology); Galvanic anode; Composite material; Metallurgy; Electrode; Cathodic protection","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004441878,0.0002792891,0.0004636061,0.0001321996,0.0001818992,0.00009305646,0.0003578629,0.0001467084,0.0001492284],"category_scores_gemma":[0.001034853,0.0002857611,0.00004344474,0.0002677642,0.0001482248,0.0005392292,0.0003304874,0.0001101962,0.00003173211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026342,"about_ca_system_score_gemma":0.0000118852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009960586,"about_ca_topic_score_gemma":0.000008968215,"domain_scores_codex":[0.9981918,0.00003578603,0.000423026,0.0004637888,0.0002497442,0.0006358109],"domain_scores_gemma":[0.9988517,0.0002920178,0.00007241215,0.0006143895,0.00009777742,0.0000717443],"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":[0.00005985373,0.000006661576,0.00003735411,0.0003946002,0.0000330592,0.000005557639,0.00003804476,0.001364488,0.9904619,0.0001327428,0.004350673,0.003115061],"study_design_scores_gemma":[0.0008835237,0.00007536872,0.0003593772,0.00005410717,0.00001281024,0.000006053721,0.0001848497,0.001927427,0.9828748,0.005585309,0.00769387,0.0003425557],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886602,0.0001735044,0.006694342,0.0002978787,0.0006129307,0.0008044244,0.001091394,0.001571024,0.00009434101],"genre_scores_gemma":[0.983539,0.0003090194,0.01484534,0.00003731016,0.00005994474,0.0003108013,0.0002272539,0.00009549597,0.0005758745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008150999,"threshold_uncertainty_score":0.9999595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686702021959211,"score_gpt":0.2679279294464584,"score_spread":0.2510609092268662,"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."}}