{"id":"W7117475152","doi":"10.2139/ssrn.5791482","title":"The Effect of Hydrothermal Process Temperature on the Electrochemical Activity of Metal Oxide-Based Energy Storage Materials","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Hydrothermal circulation; Supercapacitor; Energy storage; Hydrothermal synthesis; Electrochemistry; Electrode; Non-blocking I/O; Non-blocking I/O","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":[0.0002670758,0.000227844,0.0002237976,0.0001312414,0.0001318765,0.0004960655,0.0002863584,0.0002999536,0.002116392],"category_scores_gemma":[0.001118889,0.0002410758,0.0002156568,0.0001818988,0.0002710551,0.0004221075,0.0001171701,0.0004574391,0.0003947658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002605481,"about_ca_system_score_gemma":0.0001410738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005968983,"about_ca_topic_score_gemma":0.000941808,"domain_scores_codex":[0.9998097,0.00002668523,0.0000221184,0.00004682158,0.00005455137,0.00004007005],"domain_scores_gemma":[0.9994082,0.0003479232,0.00007735172,0.00004805453,0.00008786198,0.0000306376],"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":[0.0009840805,0.00004715976,0.000585722,0.0001123252,0.0000226669,0.00006927048,0.00005715117,0.0003830818,0.9935806,0.0001115807,0.0001175685,0.003928913],"study_design_scores_gemma":[0.000006072842,0.0001514835,0.001673695,0.000002822211,0.0000113856,0.00002351297,0.00001346742,0.0006257897,0.9971608,0.00001701039,0.0003088324,0.000005215861],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959435,0.001514283,0.0007539541,0.00007982986,0.0000584455,0.00001049924,0.000332354,0.00002993854,0.001277216],"genre_scores_gemma":[0.9983254,0.0003950464,0.0004419604,0.00001846459,0.00001469532,0.000005278914,0.0001454226,0.00002172442,0.000631958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002116392,"threshold_uncertainty_score":0.007080019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005392957321932366,"score_gpt":0.2344523030500393,"score_spread":0.2290593457281069,"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."}}