{"id":"W4308120132","doi":"10.3390/en15218141","title":"Outdoor Insulation and Gas-Insulated Switchgears","year":2022,"lang":"en","type":"article","venue":"Energies","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Switchgear; Forensic engineering; Environmental science; Engineering; Automotive engineering; Materials science; Electrical engineering","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":[0.0001119596,0.0003906802,0.0002130329,0.0003795313,0.0005782127,0.001122616,0.0004270907,0.0008711735,0.006777614],"category_scores_gemma":[0.0001764887,0.0001420404,0.0002115969,0.0004895367,0.0006833072,0.001162606,0.0005381122,0.0006559435,0.001549505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003250736,"about_ca_system_score_gemma":0.0002382846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001287973,"about_ca_topic_score_gemma":0.001547566,"domain_scores_codex":[0.9998565,0.00001378127,0.000003127197,0.00004103472,0.00004582087,0.00003980371],"domain_scores_gemma":[0.9999328,0.00001687166,0.00001135732,0.0000093216,0.00001663115,0.0000130528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000347047,0.000203347,0.003650978,0.002372646,0.00009497985,0.002931315,0.0009455162,0.009628471,0.1299093,0.4331707,0.05997227,0.3567733],"study_design_scores_gemma":[0.00001116436,0.0003221689,0.005877268,0.0003253289,0.00003915997,0.003496272,0.0009238934,0.003590544,0.06350062,0.06658939,0.8552836,0.00004051184],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1809946,0.3088937,0.0470919,0.007451536,0.006543958,0.00006580606,0.00045156,0.0005600646,0.4479469],"genre_scores_gemma":[0.7336976,0.1012375,0.00694957,0.001490718,0.001823474,0.00002954339,0.0005483846,0.0001123886,0.1541108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006777614,"threshold_uncertainty_score":0.02267337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007869631018658016,"score_gpt":0.2063226348049151,"score_spread":0.1984530037862571,"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."}}