{"id":"W4221014622","doi":"10.1002/adma.202110585","title":"Bioinspired Tough Solid‐State Electrolyte for Flexible Ultralong‐Life Zinc–Air Battery","year":2022,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Advanced battery technologies research","field":"Engineering","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Guangdong Science and Technology Department; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Materials science; Electrolyte; Nanotechnology; Conductivity; Quasi-solid; Battery (electricity); Chemical engineering; Electrode; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006976025,0.0002730903,0.0001222333,0.0001165604,0.00007586663,0.0002658366,0.0001738965,0.0002639448,0.0006362594],"category_scores_gemma":[0.00008557126,0.00008708844,0.0001404058,0.0001033665,0.0001328259,0.0003542946,0.00026868,0.0002255253,0.0002543899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480715,"about_ca_system_score_gemma":0.00009909412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001803932,"about_ca_topic_score_gemma":0.0004100449,"domain_scores_codex":[0.9999675,0.000002837711,0.000002685446,0.000007438879,0.00001320145,0.000006273448],"domain_scores_gemma":[0.9999658,0.000004300862,0.000009993234,0.000004060418,0.000007802745,0.00000813],"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":[0.00002253222,0.00001279528,0.0001206021,0.00006989726,0.00000622732,0.00006311247,0.00001171021,0.0008564407,0.9939286,0.000555541,0.0001269346,0.004225577],"study_design_scores_gemma":[0.00001272787,0.00008457973,0.0003884643,0.000005692732,0.000007982316,0.00007179387,0.00001796955,0.007070212,0.9869787,0.0002095122,0.005143797,0.000008640248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739571,0.002582613,0.01985484,0.000170065,0.000157038,0.00002287154,0.0001664482,0.0003155121,0.00277339],"genre_scores_gemma":[0.9897857,0.0008497656,0.007089836,0.00003945085,0.0000108102,0.00001277159,0.0000917489,0.00001904655,0.002100801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006362594,"threshold_uncertainty_score":0.002128482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464459084349404,"score_gpt":0.270532877249115,"score_spread":0.2558882864056209,"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."}}