{"id":"W2275415360","doi":"10.3390/en9020087","title":"Influence of Fine Metal Particles on Surface Discharge Characteristics of Outdoor Insulators","year":2016,"lang":"en","type":"article","venue":"Energies","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Materials science; Arc flash; Electric field; Insulator (electricity); Composite material; Particle (ecology)","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":[0.0001200096,0.0001517745,0.0001607448,0.0001613417,0.0001465404,0.0002534993,0.00008414211,0.0002025971,0.0006315521],"category_scores_gemma":[0.0003188058,0.00009927544,0.0001721169,0.00009644117,0.0001711048,0.0001703439,0.0001191976,0.0001802387,0.00008094996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291623,"about_ca_system_score_gemma":0.00004970216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006606329,"about_ca_topic_score_gemma":0.0008431925,"domain_scores_codex":[0.9998945,0.00001196857,0.000007412036,0.00002855531,0.00003057654,0.00002697937],"domain_scores_gemma":[0.9997972,0.00008278954,0.00004510557,0.00001653168,0.0000373579,0.00002115996],"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":[0.0001152367,0.00001319925,0.00166149,0.00003156047,0.000006535476,0.00008265875,0.00003729643,0.0002557507,0.9957229,0.0000193992,0.00001496219,0.002038967],"study_design_scores_gemma":[0.000007113124,0.000356502,0.02772847,0.000003355301,0.0000168316,0.0001562197,0.00009304114,0.001289681,0.9697936,0.0000248555,0.000523985,0.000006288155],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987518,0.000123915,0.000754591,0.000005657827,0.000003701598,0.000005127899,0.00002791876,0.00001035572,0.0003170831],"genre_scores_gemma":[0.9992164,0.00007856458,0.0003945889,0.000005932981,0.000001981114,0.000003085299,0.00003826975,0.000005032947,0.0002560253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006606329,"threshold_uncertainty_score":0.002112687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065399359557988,"score_gpt":0.228861251001259,"score_spread":0.2182072574056791,"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."}}