{"id":"W2766964510","doi":"10.3390/en10101661","title":"Risk Assessment of Failure of Outdoor High Voltage Polluted Insulators under Combined Stresses Near Shoreline","year":2017,"lang":"en","type":"article","venue":"Energies","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Silicone rubber; Contamination; Materials science; Environmental science; Insulator (electricity); Polyethylene; High-density polyethylene; Composite material; Environmental chemistry; Chemistry","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":[0.000468005,0.0005085311,0.0004021454,0.0009070504,0.0002522334,0.0005478081,0.0003283716,0.000686024,0.0009138663],"category_scores_gemma":[0.0008535502,0.0001623711,0.0003910506,0.0003293624,0.0001987824,0.0003462572,0.0004999542,0.0001504801,0.000206966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639012,"about_ca_system_score_gemma":0.0001969563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003086512,"about_ca_topic_score_gemma":0.004288676,"domain_scores_codex":[0.9996781,0.00006199864,0.00002223069,0.00005508876,0.0001429065,0.00003965197],"domain_scores_gemma":[0.9989749,0.0002026539,0.0003909779,0.00006665995,0.000298009,0.00006686975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007815675,0.0001709627,0.8590954,0.0003333244,0.0003152089,0.001970273,0.0004293797,0.03156145,0.06632549,0.0001308171,0.0004609888,0.0384252],"study_design_scores_gemma":[0.00001208954,0.001586371,0.9417812,0.00004726814,0.0002410074,0.0008109695,0.0009659719,0.03639675,0.01705758,0.0002490717,0.0008105767,0.00004112595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970126,0.000213603,0.002022554,0.0000199774,0.000005900569,0.00001795457,0.0001397172,0.00003592892,0.0005316426],"genre_scores_gemma":[0.9990351,0.0000939823,0.0005178133,0.000003414046,0.000003363165,0.000007015316,0.0001077696,0.000002915179,0.0002287051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003086512,"threshold_uncertainty_score":0.006137073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029721785864879,"score_gpt":0.269439635216164,"score_spread":0.2591424173575153,"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."}}