{"id":"W2504563809","doi":"10.1201/b18470-17","title":"FRP hot-stick flashover testing under freezing conditions","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Arc flash; Composite material; Fibre-reinforced plastic; Forensic engineering; Structural engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001707946,0.0002772257,0.0001883571,0.0004493656,0.0005710971,0.0003031977,0.0007843901,0.0003654153,0.003420664],"category_scores_gemma":[0.000208911,0.0001458213,0.000219924,0.0005877219,0.0003061812,0.0003848352,0.0002893117,0.0002956929,0.000662735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009694665,"about_ca_system_score_gemma":0.0003283826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02452594,"about_ca_topic_score_gemma":0.05577289,"domain_scores_codex":[0.9998273,0.000005805268,0.000003895303,0.00002336807,0.000106959,0.00003272139],"domain_scores_gemma":[0.9998505,0.00001981695,0.00001379958,0.00002105536,0.0000778598,0.00001688228],"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":[0.0003192266,0.00009041819,0.006955016,0.0003542437,0.0000193601,0.001753791,0.001061556,0.007484089,0.8438118,0.0006816196,0.003570153,0.1338988],"study_design_scores_gemma":[0.00001728381,0.001334548,0.05782114,0.00008265895,0.00002504015,0.001412729,0.0009124813,0.007352421,0.9062447,0.0004139176,0.02434287,0.00004017116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638755,0.000691164,0.007503609,0.00008490172,0.00004317329,0.0001205758,0.001003402,0.0005475776,0.02612993],"genre_scores_gemma":[0.9775417,0.0004296194,0.00227351,0.00003468987,0.000004559782,0.00001772821,0.0005099142,0.00004901176,0.01913931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02452594,"threshold_uncertainty_score":0.04876637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08793902548037091,"score_gpt":0.2808379918622182,"score_spread":0.1928989663818473,"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."}}