{"id":"W3047660402","doi":"10.34117/bjdv6n7-835","title":"HEAT REJECTION AVOIDANCE IN COMBUSTION ENGINES","year":2020,"lang":"en","type":"article","venue":"Brazilian Journal of Development","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Combustion; Environmental science; Automotive engineering; Engineering; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001370862,0.0001326892,0.000223195,0.0001646105,0.00002700769,0.000009627154,0.0002040321,0.00007233472,0.00003528722],"category_scores_gemma":[0.0003968518,0.0001277449,0.00004420133,0.0004160011,0.00001883013,0.0002176649,0.00003905622,0.0004088958,0.00001998753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001871522,"about_ca_system_score_gemma":0.00006424829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.969643e-7,"about_ca_topic_score_gemma":8.431003e-7,"domain_scores_codex":[0.9989455,0.00001319677,0.0005287963,0.0001226152,0.0002099881,0.0001799373],"domain_scores_gemma":[0.9996269,0.00003992995,0.00007498933,0.00007876826,0.00008971137,0.00008971969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001429116,0.00008723474,0.003229883,0.0001446819,0.00005530884,0.0001235201,0.00154322,0.8209363,0.1124086,0.0004611791,0.001004011,0.0598632],"study_design_scores_gemma":[0.003728211,0.0003122737,0.02173653,0.0008841263,0.00002357085,0.000273175,0.001427335,0.07691017,0.8486104,0.000518713,0.0446505,0.0009249941],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5536805,0.000463679,0.4414091,0.003443824,0.0004110818,0.0001153677,7.430374e-7,0.000239573,0.0002361209],"genre_scores_gemma":[0.9542345,0.00004592849,0.04547806,0.00009948569,0.00007709222,0.000003653224,0.000001324711,0.00001714246,0.00004282673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7440261,"threshold_uncertainty_score":0.5209286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511055851261752,"score_gpt":0.2327266543031601,"score_spread":0.2176160957905425,"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."}}