{"id":"W2621318829","doi":"","title":"Fractional Factorial Analysis of Parameters Affecting Leak Detection Model Transient Resolution","year":2017,"lang":"en","type":"article","venue":"PSIG Annual Meeting","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Fractional factorial design; Transient (computer programming); Leak; Mathematics; Resolution (logic); Factorial experiment; Computer science; Statistics; Environmental science; Artificial intelligence","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":[0.001237495,0.0004461261,0.0005571696,0.0004217877,0.0003521234,0.0008491037,0.0002944028,0.0005543586,0.001709343],"category_scores_gemma":[0.007030453,0.0001674238,0.0006503388,0.0004702189,0.0002916607,0.000658919,0.0002312148,0.00040434,0.0001951625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00063564,"about_ca_system_score_gemma":0.0004879108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001601936,"about_ca_topic_score_gemma":0.001365701,"domain_scores_codex":[0.9993657,0.0002088928,0.00002972352,0.0001603962,0.0001392312,0.00009605371],"domain_scores_gemma":[0.9962699,0.002686332,0.0003120288,0.0003171451,0.0003672617,0.00004732626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002868735,0.0003805436,0.008877723,0.0002419618,0.000190245,0.0003159578,0.0001727525,0.5249234,0.2997929,0.01346241,0.0006596106,0.1481138],"study_design_scores_gemma":[0.00001814346,0.0003043335,0.01061208,0.000008957815,0.0001029125,0.00006497733,0.00003699381,0.9266974,0.0593549,0.00220884,0.0005481726,0.0000422063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6535248,0.0003118482,0.3422198,0.0001187586,0.00004640181,0.00002424121,0.0001530999,0.0004264041,0.003174519],"genre_scores_gemma":[0.9927897,0.00003668238,0.006791166,0.000009122507,0.000004824782,0.000009071313,0.00004201094,0.00002582861,0.0002916168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001709343,"threshold_uncertainty_score":0.00654459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652475481489866,"score_gpt":0.2505208379534217,"score_spread":0.2339960831385231,"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."}}