{"id":"W2802310236","doi":"10.1139/tcsme-2004-0002","title":"CENTRIFUGALLY DRIVEN FLOW AND HEAT TRANSFER IN A ROTATING CYLINDER UNIFORMLY HEATED FROM BOTTOM","year":2004,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heat transfer; Mechanics; Cylinder; Flow (mathematics); Materials science; Mechanical engineering; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008328713,0.0001344454,0.0001877199,0.0000692767,0.0001019325,0.00002608283,0.000117907,0.0001465194,0.00001720853],"category_scores_gemma":[0.000007515333,0.000131798,0.0002864548,0.0003192268,0.00001589324,0.00009330401,0.00000203088,0.0002556757,2.82555e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000282421,"about_ca_system_score_gemma":0.00009742914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01353698,"about_ca_topic_score_gemma":0.1233038,"domain_scores_codex":[0.9992592,0.000004276479,0.0002491995,0.0001339065,0.00009632079,0.0002570602],"domain_scores_gemma":[0.9996338,0.00003766257,0.000004390547,0.0001376745,0.00002561736,0.0001608315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002419014,0.000006601833,0.000009290352,0.00003222308,0.0001168244,2.829144e-7,0.0003859246,0.9887936,0.009481665,0.0008924307,0.000002540086,0.0002762564],"study_design_scores_gemma":[0.0007206536,0.00001282952,0.000133867,0.00005860669,0.00006167169,0.00000114035,0.00007524089,0.9928346,0.005766625,0.0001397697,0.00005697328,0.0001380393],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1907291,0.00008021977,0.8081082,0.000450188,0.0001274427,0.0002403615,0.0001975744,0.00005893965,0.000008014835],"genre_scores_gemma":[0.9718106,0.00003777769,0.02799243,0.00006546766,0.00001519718,0.00002435059,0.00001792892,0.00003204012,0.000004256081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7810815,"threshold_uncertainty_score":0.993032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005477818179599218,"score_gpt":0.1758966934925518,"score_spread":0.1704188753129526,"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."}}