{"id":"W2373176032","doi":"","title":"The study of field diesel gen-sets' reliability","year":2003,"lang":"en","type":"article","venue":"Movable Power Station & Vehicle","topic":"Engineering Diagnostics and Reliability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Reliability (semiconductor); Field (mathematics); Reliability engineering; Diesel fuel; Environmental science; Engineering; Automotive engineering; Mathematics; Physics","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":[0.0007624843,0.0003202454,0.0002068912,0.0007392027,0.0002472329,0.0002345847,0.0003140922,0.0003342649,0.001361043],"category_scores_gemma":[0.002544454,0.0001673496,0.0002744801,0.0003664601,0.0002977977,0.0005033794,0.0001804635,0.0003628287,0.0002522702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006002028,"about_ca_system_score_gemma":0.0002344678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001548603,"about_ca_topic_score_gemma":0.001567365,"domain_scores_codex":[0.999574,0.0000980836,0.00001382569,0.00007042592,0.0002079807,0.000035772],"domain_scores_gemma":[0.9979716,0.001204121,0.0001500609,0.000130194,0.0005089618,0.0000350605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001157711,0.0002901515,0.1223354,0.0006948355,0.0003129619,0.002074725,0.001601672,0.3602043,0.2161185,0.03670818,0.006101758,0.2523997],"study_design_scores_gemma":[0.00007482096,0.002716198,0.1801165,0.0001044801,0.0001505347,0.002594394,0.0005868663,0.6087428,0.170105,0.01245941,0.02224844,0.0001004451],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617078,0.0005511276,0.02883269,0.0001299508,0.00004968296,0.00003279168,0.000195918,0.0001296548,0.008370374],"genre_scores_gemma":[0.9975479,0.0001085364,0.0009837052,0.000009484464,0.00001460474,0.000007694859,0.00007508065,0.000008864859,0.001244035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001548603,"threshold_uncertainty_score":0.004553139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005501293158529525,"score_gpt":0.216164924208361,"score_spread":0.2106636310498315,"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."}}