{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003381756,0.0002418344,0.0003120104,0.0001291418,0.0003147345,0.0001985321,0.00004457821,0.0001219625,0.000004657208],"category_scores_gemma":[0.00007814659,0.000185434,0.00004131703,0.00007547507,0.00003272062,0.0001490797,0.00001561901,0.00005908978,0.000002710309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008034558,"about_ca_system_score_gemma":0.00001069449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001514662,"about_ca_topic_score_gemma":0.00001278395,"domain_scores_codex":[0.9988586,0.00004010062,0.0003615403,0.0003259699,0.0001096948,0.0003041275],"domain_scores_gemma":[0.999559,0.00008609139,0.00004446228,0.0001650135,0.00006233915,0.00008307388],"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":[0.00006158221,0.00001065252,0.0004302043,0.00009969011,0.0000206324,0.000001157701,0.00009595125,0.006455272,0.9886143,0.00001627224,0.0000258326,0.004168404],"study_design_scores_gemma":[0.001715124,0.0002818878,0.002491309,0.0008562257,0.00003332116,0.00002385084,0.000179605,0.15947,0.8295546,0.000003983363,0.004906413,0.0004836685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714461,0.0001505554,0.02398071,0.00018867,0.002991848,0.0004566322,0.00007866992,0.0004007171,0.0003060737],"genre_scores_gemma":[0.9966528,0.0001049081,0.001810286,0.00002290933,0.0006093879,0.0001983245,0.000005941136,0.00005747787,0.0005380096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1590597,"threshold_uncertainty_score":0.7561778,"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."}}