{"id":"W2977789091","doi":"10.2514/6.2016-4060","title":"Isokinetic TWC Evaporator Probe: Calculations and Systemic Error Analysis","year":2016,"lang":"en","type":"article","venue":"","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada; Federal Aviation Administration; National Aeronautics and Space Administration","keywords":"Evaporator; Error analysis; Computer science; Engineering; Mechanical engineering; Mathematics; Applied mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005180069,0.00008310191,0.0001516171,0.00009102874,0.00003896545,0.00001089905,0.00003043579,0.00003161142,0.00004668276],"category_scores_gemma":[0.00000798561,0.0000494745,0.00004409155,0.0002454065,0.00002139116,0.00004410957,0.000005938274,0.0000239483,0.00002092347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001882496,"about_ca_system_score_gemma":0.000004820526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001529246,"about_ca_topic_score_gemma":0.0001054011,"domain_scores_codex":[0.9995598,0.000008741365,0.0001365809,0.000105851,0.00006446477,0.0001246015],"domain_scores_gemma":[0.9997813,0.00003506738,0.000002899227,0.0001081505,0.0000272956,0.00004535589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002129915,0.0001192693,0.5756775,0.001604817,0.009117484,0.00003141263,0.003833671,0.02244807,0.3368517,0.01114828,0.004257564,0.03488896],"study_design_scores_gemma":[0.004094293,0.0002271845,0.7629894,0.0007354337,0.006389907,0.00006857236,0.0009476243,0.1864559,0.02643791,0.0009779383,0.007971962,0.002703858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7992172,0.0008255866,0.1967057,0.0002739828,0.0000751746,0.0001518174,0.00002042959,0.0003913944,0.002338784],"genre_scores_gemma":[0.9991072,0.00007194038,0.0003433721,0.00001026288,0.00002476655,0.00001831409,0.000001321661,0.000009462823,0.0004133217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3104138,"threshold_uncertainty_score":0.2017512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275550075455491,"score_gpt":0.2284004909456091,"score_spread":0.2156449901910542,"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."}}