{"id":"W4409499310","doi":"10.5006/c2022-17949","title":"Challenges of Mitigating AC Interference Risks in a 107 Km Multi-Pipeline Corridor","year":2022,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada); Cochrane","funders":"","keywords":"Pipeline (software); Interference (communication); Computer science; Environmental science; Electromagnetic interference; Pipeline transport; Telecommunications; Environmental engineering; Operating system; Channel (broadcasting)","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":[0.001464064,0.0006398442,0.0003114111,0.0008012986,0.0007289536,0.001424343,0.001255831,0.0008314498,0.001306495],"category_scores_gemma":[0.001883985,0.0002959543,0.0004748474,0.0007289749,0.0005731152,0.001459559,0.001117753,0.0009203965,0.0004571477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001858478,"about_ca_system_score_gemma":0.002344498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03003725,"about_ca_topic_score_gemma":0.04741927,"domain_scores_codex":[0.9990257,0.0003531246,0.00003492384,0.0001087693,0.0003171579,0.0001603399],"domain_scores_gemma":[0.9985119,0.0002735266,0.0002433462,0.0001790701,0.0006380913,0.0001541201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002425199,0.0003686989,0.0631232,0.0004187991,0.0001389911,0.001792126,0.001145074,0.7522976,0.05950722,0.005712928,0.003602291,0.1116507],"study_design_scores_gemma":[0.00006877688,0.001464551,0.06650509,0.0002602548,0.0001906943,0.001174146,0.007925205,0.847773,0.03421496,0.006479925,0.03375853,0.0001849257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8481622,0.0003895294,0.1360688,0.001685104,0.00005652063,0.0001831413,0.0003787925,0.00157248,0.01150343],"genre_scores_gemma":[0.9791412,0.0001790594,0.01907391,0.00003509595,0.000007763476,0.00003103176,0.0001386735,0.00004376789,0.001349437],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03003725,"threshold_uncertainty_score":0.05972481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06956949964270213,"score_gpt":0.2957967583049945,"score_spread":0.2262272586622923,"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."}}