{"id":"W6940897627","doi":"10.1016/j.inv.2025.100041","title":"Pseudocapacitive batteries: Methods of activating quantized capacitance energy storage mechanism","year":2025,"lang":"en","type":"article","venue":"Invention Disclosure","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Energy storage; Electrochemical energy storage; Capacitance; Supercapacitor; Coulomb blockade; Battery (electricity); Nanoparticle; Computer data storage; Electrochemistry","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":[0.000441312,0.0003154709,0.0002247982,0.0004695316,0.0004962719,0.001313091,0.0008951341,0.001101988,0.005916793],"category_scores_gemma":[0.0009055488,0.0003894238,0.0003228711,0.0006412339,0.0008357522,0.002315225,0.0009928572,0.001330411,0.001452249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005257374,"about_ca_system_score_gemma":0.0004563862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002348298,"about_ca_topic_score_gemma":0.0004390301,"domain_scores_codex":[0.999472,0.00004607619,0.00002298647,0.00007378644,0.0003414896,0.0000436711],"domain_scores_gemma":[0.9998042,0.00007244079,0.00002282914,0.00003878508,0.00004432958,0.00001735733],"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":[0.0001904275,0.0001604336,0.0003535135,0.001412838,0.00003112018,0.0005311451,0.0005429059,0.001350277,0.5163042,0.2825124,0.01519774,0.1814131],"study_design_scores_gemma":[0.00005727366,0.0002390915,0.0002721415,0.00009898125,0.0000216315,0.0009346883,0.000103899,0.00717652,0.7066988,0.01411281,0.2702267,0.00005734241],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1936035,0.05902623,0.4734853,0.007083203,0.005453483,0.0008655903,0.001354891,0.003382511,0.2557454],"genre_scores_gemma":[0.7758454,0.03299994,0.09707384,0.001639158,0.0005567089,0.0006677984,0.0005420105,0.0002937905,0.09038138],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005916793,"threshold_uncertainty_score":0.01979369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730913267703304,"score_gpt":0.2751915118344315,"score_spread":0.2578823791573984,"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."}}