{"id":"W4391227420","doi":"10.32388/os06al","title":"Review of: \"Electrostatic nanocapacitors contain billions of nanocapacitors to store large amounts of energy\"","year":2024,"lang":"en","type":"preprint","venue":"Qeios","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Energy (signal processing); Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001109591,0.0005073279,0.001592133,0.0005304847,0.00004517728,0.00003383733,0.001065539,0.0003097123,0.0003761042],"category_scores_gemma":[0.0006330534,0.0004528134,0.0005100541,0.0007709977,0.0002616366,0.00005484411,0.00138476,0.000389173,0.00004385129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002603385,"about_ca_system_score_gemma":0.0005737774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005904479,"about_ca_topic_score_gemma":0.00009545013,"domain_scores_codex":[0.995926,0.0003387386,0.001585061,0.0007845568,0.0008423884,0.000523206],"domain_scores_gemma":[0.9965879,0.0004083258,0.0008702435,0.001407122,0.0005608794,0.0001655282],"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":[0.00004724692,0.0001779547,0.0001436813,0.02622602,0.0001126002,0.000008671717,0.0007537515,0.00004894191,0.9530174,0.006324604,0.01289475,0.0002443611],"study_design_scores_gemma":[0.0002091884,0.0003781269,0.00002903729,0.03587787,0.0003071926,0.000009561327,0.00007093899,0.0000703163,0.9513693,0.003201441,0.008002422,0.0004745545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9137641,0.07212872,0.000621904,0.0004926493,0.006857205,0.001510099,0.003264238,0.0001453862,0.00121568],"genre_scores_gemma":[0.9922829,0.004328159,0.002092347,0.0003914225,0.0002302923,0.0001941388,0.00007723137,0.00009092997,0.0003125231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07851884,"threshold_uncertainty_score":0.9997923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078819913238899,"score_gpt":0.2782622831185402,"score_spread":0.2674740839861512,"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."}}