{"id":"W4386115179","doi":"10.11159/htff23.166","title":"Transient Buoyant Convection of A Highly Thermodependant Viscous Fluid in A 3D Cylindrical Drum","year":2023,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drum; Transient (computer programming); Mechanics; Convection; Viscous liquid; Transient analysis; Materials science; Physics; Computer science; Mechanical engineering; Transient response; Engineering; Electrical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002545716,0.0004007889,0.0005269422,0.0004063153,0.0006698524,0.0009558439,0.0005382072,0.001184601,0.001150059],"category_scores_gemma":[0.0005427853,0.0002802949,0.0005758491,0.0003116998,0.0012002,0.0004382381,0.0005520692,0.0004837059,0.000139847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000721884,"about_ca_system_score_gemma":0.0007883966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007096758,"about_ca_topic_score_gemma":0.002561737,"domain_scores_codex":[0.9998785,0.00002647732,0.00000772572,0.00002477701,0.00002909645,0.00003343205],"domain_scores_gemma":[0.9998159,0.00006914592,0.00003678102,0.00001662781,0.00002433633,0.00003720827],"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":[0.0005989323,0.0001549847,0.00482188,0.0001624194,0.00004785164,0.001170688,0.0003684774,0.8724914,0.1113542,0.004753344,0.0004275894,0.003648118],"study_design_scores_gemma":[0.00004837963,0.0001533727,0.001412665,0.000009150897,0.000009072673,0.00007465651,0.00006374982,0.9907271,0.006865099,0.0003025674,0.0003085041,0.00002574851],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986537,0.0002294344,0.0100819,0.0001676965,0.00003343768,0.00004000539,0.0001841763,0.0001354476,0.002590952],"genre_scores_gemma":[0.9954591,0.00009009652,0.003403203,0.00001822093,0.000007039012,0.00002759609,0.00008297596,0.00001567424,0.0008962249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007096758,"threshold_uncertainty_score":0.01411092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004954549131490913,"score_gpt":0.1899385412639021,"score_spread":0.1849839921324112,"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."}}