{"id":"W2275495476","doi":"","title":"Experimental investigation and numerical modelling of hydrogen exposed piezoelectric actuators for fuel injector applications","year":2013,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Injector; Piezoelectricity; Actuator; Mechanical engineering; Fuel injection; Hydrogen; Materials science; Engineering; Nuclear engineering; Automotive engineering; Aerospace engineering; Physics; Electrical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002393523,0.0002477976,0.0002327867,0.0001693802,0.0002091043,0.000371206,0.0004867808,0.0005767434,0.001884834],"category_scores_gemma":[0.0003657099,0.0001584078,0.0002069828,0.0002568568,0.0002838287,0.0002635939,0.0002132953,0.000323369,0.0002341226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002581875,"about_ca_system_score_gemma":0.000317199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008913934,"about_ca_topic_score_gemma":0.0009773909,"domain_scores_codex":[0.9998537,0.000009463259,0.000006232789,0.00002352916,0.00009263172,0.00001449334],"domain_scores_gemma":[0.999856,0.00006165363,0.0000226805,0.00002064719,0.00003241367,0.000006563211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001423483,0.0002118894,0.002694923,0.0003955116,0.00001314833,0.0004168419,0.0003489108,0.3315538,0.6433241,0.002266618,0.0005538429,0.0180782],"study_design_scores_gemma":[0.00001690656,0.0003142969,0.005227637,0.00002106823,0.00001010007,0.0000868697,0.0001280469,0.7967767,0.1936326,0.0004170006,0.003348065,0.00002076255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353294,0.0004435525,0.05292004,0.0001665891,0.00004689841,0.00008937682,0.0008887224,0.0002342876,0.009881152],"genre_scores_gemma":[0.9753593,0.0004538924,0.0207535,0.00001048221,0.00000530181,0.0001007359,0.0002680965,0.00002305762,0.0030255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001884834,"threshold_uncertainty_score":0.006305456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609384522975068,"score_gpt":0.2080338691845568,"score_spread":0.1919400239548061,"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."}}