{"id":"W2551889016","doi":"10.1115/ipc2016-64118","title":"Robust Direct Hydrocarbon Sensor Based on Novel Carbon Nanotube Nanocomposites for Leakage Detection","year":2016,"lang":"en","type":"article","venue":"Volume 3: Operations, Monitoring and Maintenance; Materials and Joining","topic":"Fire Detection and Safety Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Leakage (economics); Environmental science; Pipeline transport; Leak; Materials science; Carbon nanotube; Petroleum engineering; Computer science; Process engineering; Nanotechnology; Environmental engineering; Engineering","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":[0.0001609098,0.0003340056,0.0002744957,0.0003000262,0.0001374867,0.0002353963,0.0003426575,0.0005537653,0.000540836],"category_scores_gemma":[0.0002935421,0.0001908941,0.0002185038,0.0002649101,0.0001806803,0.0005832152,0.0001907104,0.0002916558,0.0001897104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002142282,"about_ca_system_score_gemma":0.0001478024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005635418,"about_ca_topic_score_gemma":0.002028568,"domain_scores_codex":[0.9997503,0.00002011001,0.00001423649,0.0000659373,0.0001308683,0.00001863291],"domain_scores_gemma":[0.9997961,0.00003983814,0.00005675517,0.00001015658,0.00008282127,0.00001438059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002582836,0.00001407535,0.00009998902,0.00006921619,0.000003010485,0.00003601424,0.000009753134,0.0001549117,0.9974893,0.0000310142,0.00004906076,0.002017936],"study_design_scores_gemma":[0.000003708516,0.0001875435,0.0009238303,0.000004717869,0.000009070148,0.0001324208,0.00001863974,0.004295979,0.9933212,0.00001764922,0.001072605,0.00001259647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567487,0.003016625,0.03589292,0.0002316141,0.0001696008,0.00008595529,0.0003359562,0.0004808407,0.003037733],"genre_scores_gemma":[0.9683802,0.001201118,0.02599179,0.00009757015,0.00002743031,0.00006083744,0.0001895996,0.00002373993,0.00402753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005635418,"threshold_uncertainty_score":0.001809239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457202324970579,"score_gpt":0.1977378751473375,"score_spread":0.1831658518976317,"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."}}