{"id":"W4409486611","doi":"10.5006/c2023-18867","title":"AC Mitigation Design Considerations for Pipeline Facilities","year":2023,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Energy","funders":"","keywords":"Pipeline (software); Computer science; Systems engineering; Engineering; Programming language","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":[0.0002805839,0.000701642,0.0002454415,0.0009232932,0.000676327,0.0007606721,0.001037547,0.0007702227,0.006979215],"category_scores_gemma":[0.0008291925,0.0002176967,0.000297714,0.0003337815,0.0002295619,0.0009048015,0.0005248411,0.0002941038,0.001193705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007958596,"about_ca_system_score_gemma":0.0005151142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002260333,"about_ca_topic_score_gemma":0.002830856,"domain_scores_codex":[0.9996594,0.00008007408,0.00002423306,0.0000476634,0.0001244796,0.0000641369],"domain_scores_gemma":[0.9993733,0.00009592316,0.0001187662,0.00003975728,0.0003279801,0.00004438905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007336729,0.0002579921,0.00571647,0.001392743,0.000107716,0.0009632523,0.0004207422,0.2345991,0.4732192,0.01502194,0.005718833,0.2618484],"study_design_scores_gemma":[0.000240334,0.004206147,0.01108837,0.0006273797,0.0005796064,0.002178773,0.001287581,0.5683739,0.2843495,0.01016234,0.1167559,0.0001501606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1311047,0.001179469,0.8206532,0.001130544,0.0001943382,0.000446917,0.0002336243,0.003277792,0.04177947],"genre_scores_gemma":[0.9384886,0.000316584,0.05536805,0.0001135888,0.00005979247,0.00007769294,0.00008096272,0.00004673241,0.005448005],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006979215,"threshold_uncertainty_score":0.02334785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04844867071208192,"score_gpt":0.2608972669754159,"score_spread":0.212448596263334,"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."}}