{"id":"W3021955098","doi":"","title":"A Tagless Approach To Process Leak Detection and Repair","year":2000,"lang":"en","type":"article","venue":"16th World Petroleum Congress","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Process (computing); Leak detection; Leak; Computer science; Business; Risk analysis (engineering); Engineering; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000160978,0.0002413108,0.0002949823,0.0002485061,0.0001267713,0.0001103129,0.0001354963,0.00007777612,0.0001343864],"category_scores_gemma":[0.00000900553,0.0002397911,0.00007893276,0.0004345182,0.00003157887,0.0001642765,0.00001235223,0.0002265139,0.0001296235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006339639,"about_ca_system_score_gemma":0.000008712662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004506922,"about_ca_topic_score_gemma":0.0009465361,"domain_scores_codex":[0.998727,0.00004453591,0.0002876443,0.0003567521,0.0002226193,0.0003614459],"domain_scores_gemma":[0.9994196,0.00002441402,0.00002698329,0.0002837689,0.00003668567,0.0002085189],"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":[0.000995985,0.0003536564,0.005775757,0.00210036,0.0008003588,0.00006040669,0.003080667,0.6688823,0.01104135,0.0005932702,0.008073109,0.2982428],"study_design_scores_gemma":[0.001278939,0.00007175169,0.002181591,0.0000889395,0.00004327529,0.00007751805,0.0003232603,0.6893657,0.001789086,0.00003049997,0.3041424,0.0006070192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8047461,0.0007344636,0.001902777,0.00008622213,0.001135351,0.0005298656,0.00001463804,0.002346071,0.1885045],"genre_scores_gemma":[0.9772072,0.00001523191,0.00005274705,0.000102845,0.0002295327,0.0002804491,0.000002585076,0.00005115516,0.02205826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2976358,"threshold_uncertainty_score":0.9778396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006175107688726744,"score_gpt":0.2091659688106486,"score_spread":0.2029908611219218,"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."}}