{"id":"W4410506710","doi":"10.1002/smll.202501264","title":"Harnessing Hybrid Aqueous/Organic Electrolytes for High Energy Density Supercapacitors","year":2025,"lang":"en","type":"review","venue":"Small","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"University of British Columbia; Canada Foundation for Innovation","keywords":"Electrolyte; Supercapacitor; Energy storage; Materials science; Electrochemical window; Nanotechnology; Solvation; Chemical engineering; Solvent; Electrochemistry; Electrode; Chemistry; Organic chemistry; Ionic conductivity; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005249386,0.000619039,0.001794968,0.0002367351,0.0003300789,0.0003658854,0.0006928833,0.0003638978,0.0003322598],"category_scores_gemma":[0.0003089674,0.000527841,0.000420479,0.0002562237,0.0001030238,0.0001634505,0.0001368525,0.0001608037,0.0001101564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000296654,"about_ca_system_score_gemma":0.0005824891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000326314,"about_ca_topic_score_gemma":0.0000651732,"domain_scores_codex":[0.9971028,0.0003041804,0.0008143333,0.0009114893,0.0002115306,0.0006556499],"domain_scores_gemma":[0.998176,0.0005093754,0.0003013638,0.0007128686,0.0001893576,0.0001110146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003874568,0.000135702,0.000001984478,0.02220094,0.0001190272,0.00001436954,0.00006034047,1.742521e-7,0.1348661,0.01457727,0.002721073,0.8252643],"study_design_scores_gemma":[0.0003324144,0.0001327088,0.000002738597,0.006750082,0.001260116,0.00008615416,0.0000176566,0.000005606509,0.1380409,0.005543298,0.8465772,0.001251194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003629627,0.9816775,0.008895595,0.00002905078,0.004316472,0.0007366203,0.000274784,0.0002912165,0.0001491292],"genre_scores_gemma":[0.004558581,0.9900116,0.001656251,0.000113988,0.001755174,0.0004639945,0.0005029418,0.0001120357,0.0008253849],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8438561,"threshold_uncertainty_score":0.9997173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565208937937346,"score_gpt":0.255406863411945,"score_spread":0.2297547740325716,"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."}}