{"id":"W4381619500","doi":"10.11159/ffhmt23.159","title":"Quenching Of Moving Aluminum Sheets In Fields Of FlatAnd Full-Jet Nozzles","year":2023,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Aluminium; Quenching (fluorescence); Materials science; Jet (fluid); Metallurgy; Mechanical engineering; Mechanics; Composite material; Physics; Engineering; Optics; Fluorescence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004077201,0.0001489959,0.0002915569,0.0001696215,0.00003939477,0.00005288005,0.0004337175,0.00009734454,0.0004061301],"category_scores_gemma":[0.00006721327,0.000110242,0.00007087649,0.0001455849,0.0001318968,0.0002476825,0.00007511174,0.0001033155,0.00000564599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000238638,"about_ca_system_score_gemma":0.00004985861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000186521,"about_ca_topic_score_gemma":0.00003330042,"domain_scores_codex":[0.9987743,0.00001009369,0.0004231098,0.0002075318,0.000393176,0.0001918181],"domain_scores_gemma":[0.9995707,0.00004519436,0.00004471247,0.00007856159,0.0002150842,0.00004579354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001785472,0.00003521481,0.002262492,0.0001432277,0.000009975093,6.749139e-7,0.00134702,0.00002228166,0.985311,0.01039637,0.0000870239,0.0002061768],"study_design_scores_gemma":[0.0005165926,0.0001142034,0.004820703,0.0004162671,0.00002005483,0.000002915046,0.0004302898,0.001553653,0.9909459,0.001035414,0.00002215195,0.0001218252],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953313,0.00001073749,0.00006058867,0.0009258067,0.0004375806,0.0001790999,0.0001102584,0.00002316441,0.002921436],"genre_scores_gemma":[0.9995081,0.00008827849,0.0002239813,0.00002829758,0.00003750891,0.00001795057,0.00000488033,0.00001017912,0.0000808669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009360961,"threshold_uncertainty_score":0.4495538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03088983239292985,"score_gpt":0.2700895973432733,"score_spread":0.2391997649503435,"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."}}