{"id":"W4206177703","doi":"10.3390/en15020592","title":"Variable Speed Diesel Generators: Performance and Characteristic Comparison","year":2022,"lang":"en","type":"article","venue":"Energies","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Rimouski","funders":"","keywords":"Automotive engineering; Diesel generator; Diesel fuel; Diesel engine; Backup; Electrical load; Fuel efficiency; Electric power; Environmental science; Power (physics); Engineering; Electrical engineering; Mechanical engineering; Voltage","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":[0.0004395699,0.0005497037,0.0004676282,0.00144381,0.0001870164,0.0007439312,0.000541487,0.0003871724,0.001838527],"category_scores_gemma":[0.0007643725,0.00009607374,0.000369824,0.001458999,0.0001321608,0.0007052571,0.0002352841,0.0002790039,0.001356614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004214214,"about_ca_system_score_gemma":0.0001598525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127146,"about_ca_topic_score_gemma":0.000807082,"domain_scores_codex":[0.9996222,0.00004315316,0.00003020522,0.00006783632,0.0002040602,0.00003260007],"domain_scores_gemma":[0.9993444,0.0002218491,0.00006671743,0.00004820297,0.0002880669,0.0000307974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003413911,0.0005127488,0.05653812,0.002576493,0.0002686026,0.0006052574,0.0002939957,0.1160354,0.09292996,0.002790242,0.009797918,0.7142373],"study_design_scores_gemma":[0.0002808909,0.01391663,0.2726391,0.0003444793,0.0006862912,0.003318564,0.00118052,0.3168796,0.2667025,0.00457177,0.1191298,0.0003500193],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8765321,0.02335966,0.04100597,0.0003184227,0.0002416861,0.0001842825,0.003300433,0.001161653,0.05389585],"genre_scores_gemma":[0.9909484,0.00231312,0.001670078,0.00001497066,0.00003191252,0.00001445499,0.001414403,0.00006449158,0.00352817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001838527,"threshold_uncertainty_score":0.006150484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393165585520135,"score_gpt":0.2329067639906966,"score_spread":0.2189751081354953,"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."}}