{"id":"W1580211226","doi":"10.5006/c2007-07267","title":"Intelligent Pipeline Monitoring System","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced Sensor and Control Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Pipeline (software); Computer science; Petroleum 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003755227,0.0005746456,0.0005780882,0.0009276575,0.0004710504,0.001027337,0.001180673,0.0007822004,0.009799813],"category_scores_gemma":[0.000587253,0.0002413453,0.0002824883,0.0005059311,0.0002814807,0.001029926,0.0006192951,0.000437294,0.004210407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005817406,"about_ca_system_score_gemma":0.0005537948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001762703,"about_ca_topic_score_gemma":0.0008951161,"domain_scores_codex":[0.9994953,0.00005581398,0.0000340291,0.000159189,0.0002009628,0.0000546177],"domain_scores_gemma":[0.9996644,0.00003836491,0.00004481549,0.00006850447,0.0001555887,0.00002821014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009130498,0.000276493,0.005872544,0.0005872253,0.0001003072,0.0005931111,0.0003887103,0.03379099,0.1527733,0.01385195,0.07757676,0.7132755],"study_design_scores_gemma":[0.0002993443,0.0009944284,0.007254855,0.000128898,0.0002689238,0.001339581,0.0001031371,0.5385205,0.1659662,0.006213957,0.2787413,0.0001688808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03136269,0.0007409194,0.8835281,0.0006116711,0.0003824199,0.0003909179,0.0009248963,0.04377062,0.03828784],"genre_scores_gemma":[0.7487518,0.0008008078,0.1992711,0.0008268454,0.000312161,0.0004601793,0.002403069,0.000477537,0.04669655],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009799813,"threshold_uncertainty_score":0.03278363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090363950347966,"score_gpt":0.2294842277170963,"score_spread":0.2185805882136166,"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."}}