{"id":"W7009211591","doi":"","title":"DEVELOPMENT OF COST-EFFECTIVE FAULT LOCALIZATION PLATFORM FOR UNDERGROUND CABLE SYSTEM","year":2023,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Network Time Synchronization Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mosaic Company","keywords":"Fault (geology); Synchronization (alternating current); Software; Electricity; Data acquisition; Fault detection and isolation; Legacy system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003184659,0.0007191943,0.0005407628,0.0008653818,0.0002956351,0.000698237,0.001543594,0.0004996301,0.007321798],"category_scores_gemma":[0.0008108453,0.0002419801,0.0003821633,0.0003265849,0.0002135277,0.001305194,0.000977268,0.000587478,0.00222604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000458694,"about_ca_system_score_gemma":0.0009535213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001848079,"about_ca_topic_score_gemma":0.001208837,"domain_scores_codex":[0.9995751,0.00003479205,0.00002172678,0.00006795012,0.0002276946,0.00007282478],"domain_scores_gemma":[0.999498,0.00005420532,0.00005174883,0.00008942265,0.0002512624,0.00005529678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008069768,0.0004140286,0.006681886,0.001206079,0.0001195961,0.001575417,0.0005348864,0.07301426,0.2770168,0.01333291,0.03909345,0.5862037],"study_design_scores_gemma":[0.0002687208,0.00128013,0.005990278,0.0001029115,0.0001290979,0.001039513,0.0002716429,0.6679059,0.2437382,0.003511017,0.07560483,0.0001577578],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07693024,0.0004164719,0.8765081,0.0003494491,0.0002572235,0.0006070145,0.0006185973,0.03212276,0.01219029],"genre_scores_gemma":[0.6394755,0.0003722147,0.3420361,0.000184379,0.00006881591,0.0005229836,0.001598561,0.0007597418,0.01498165],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007321798,"threshold_uncertainty_score":0.02449387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077716921914043,"score_gpt":0.1896405662740514,"score_spread":0.1788633970549109,"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."}}