{"id":"W4376631552","doi":"10.1016/j.est.2023.107558","title":"Unwanted degradation in pseudocapacitors: Challenges and opportunities","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Pseudocapacitor; Supercapacitor; Degradation (telecommunications); Energy storage; Computer science; Materials science; Nanotechnology; Electrode; Power (physics); Chemistry; Capacitance; Telecommunications","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":[0.001751078,0.0003747284,0.0005937424,0.0003085524,0.0006098322,0.002043114,0.0009884386,0.001003857,0.001792946],"category_scores_gemma":[0.0017359,0.0002053814,0.0002432609,0.00035135,0.0007379418,0.002260626,0.000725689,0.001112684,0.0007189908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004410521,"about_ca_system_score_gemma":0.0006221422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003091493,"about_ca_topic_score_gemma":0.0006658923,"domain_scores_codex":[0.9992698,0.00006842742,0.00005018934,0.00009554203,0.0003816757,0.0001343767],"domain_scores_gemma":[0.9987254,0.0003964209,0.0001307583,0.0002077754,0.0004693516,0.00007034888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003992721,0.0002974563,0.007442049,0.00155623,0.00008048177,0.001520711,0.0007715966,0.002666489,0.8235948,0.01227836,0.005673806,0.1437187],"study_design_scores_gemma":[0.00001450612,0.0005084618,0.002244493,0.0000919919,0.00004411278,0.002331481,0.0005907806,0.008238025,0.9430035,0.00657587,0.03632433,0.00003252443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.825224,0.1002505,0.0394892,0.007909376,0.001167624,0.00009826335,0.0005032012,0.001001701,0.02435613],"genre_scores_gemma":[0.9626372,0.02388125,0.006729454,0.0008661346,0.0002952287,0.00006375009,0.000309699,0.000148904,0.005068297],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002043114,"threshold_uncertainty_score":0.009260714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07101824963988675,"score_gpt":0.2557073033347868,"score_spread":0.1846890536949,"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."}}