{"id":"W2756480528","doi":"","title":"Improving the fuel metering valve","year":2016,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Mechanical Failure Analysis and Simulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metering mode; Environmental science; Business; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001232699,0.0002885924,0.0003500586,0.0004428583,0.00007879524,0.00003278067,0.000726176,0.0007153148,0.001556754],"category_scores_gemma":[0.00005349889,0.0001831847,0.000309239,0.0004665954,0.0001133799,0.00005687486,0.0002533619,0.0004047136,0.0003487334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180379,"about_ca_system_score_gemma":0.000007660057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002266422,"about_ca_topic_score_gemma":0.00003814853,"domain_scores_codex":[0.9989461,0.00003973189,0.0001561137,0.0003462725,0.0001850902,0.0003266633],"domain_scores_gemma":[0.9991801,0.00008253995,0.00009063528,0.0005626522,0.00002037937,0.00006367851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003027946,0.0001235075,0.00008165263,0.0004870613,0.002255148,0.0004568562,0.00004194717,0.0006709074,0.02378915,0.4647376,0.2178502,0.2894757],"study_design_scores_gemma":[0.0001784193,0.00001976144,0.000006048703,0.00008116329,0.0001459982,0.000001686944,0.00003609339,0.003105863,0.0002463611,0.0008410925,0.9950126,0.0003249264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002397966,0.0008317302,0.1894564,0.0003928715,0.0003710698,0.000439384,0.00003524038,0.005479775,0.8027537],"genre_scores_gemma":[0.1753674,0.00135187,0.003120488,0.00007696774,0.0003635612,0.000006360759,0.00003259733,0.0004837707,0.819197],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7771624,"threshold_uncertainty_score":0.999356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009269118065864092,"score_gpt":0.1785843012732284,"score_spread":0.1693151832073644,"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."}}