{"id":"W2016879698","doi":"10.1016/s0735-1933(00)00156-1","title":"Soret-driven thermosolutal convection in a vertical enclosure","year":2000,"lang":"en","type":"article","venue":"International Communications in Heat and Mass Transfer","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Natural convection; Enclosure; Buoyancy; Adiabatic process; Mechanics; Convection; Thermophoresis; Thermodynamics; Thermal; Materials science; Flow (mathematics); Physics; Nanofluid","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000089049,0.0001092541,0.0001237421,0.000141005,0.00003976492,0.00002621984,0.0002839768,0.0001009589,0.0005048935],"category_scores_gemma":[0.000002952765,0.0001151688,0.00003941772,0.0001373954,0.00008474492,0.0001717497,0.000009187111,0.0002966771,0.0000246867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007585438,"about_ca_system_score_gemma":0.00001214697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001000892,"about_ca_topic_score_gemma":0.0005973508,"domain_scores_codex":[0.9993107,0.00004113312,0.0002606176,0.000122089,0.0001120416,0.0001534535],"domain_scores_gemma":[0.999614,0.00006853489,6.631698e-7,0.0002551439,0.00002113761,0.00004051843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008337246,0.001567636,0.3743245,0.0002471262,0.0005139741,0.00007944727,0.01618318,0.03624538,0.2865877,0.1587591,0.0004340032,0.1242243],"study_design_scores_gemma":[0.006087647,0.0001550621,0.2642498,0.0003974686,0.0000526664,0.00006803164,0.0002941894,0.6568075,0.006348338,0.005302295,0.05921348,0.001023536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694726,0.0009265514,0.001954802,0.001390081,0.0001513479,0.0001993605,0.00002134023,0.00009113695,0.02579273],"genre_scores_gemma":[0.9948431,0.004594352,0.0002797487,0.00006666633,0.00002827483,0.00007749534,0.0000341376,0.0000171669,0.00005901117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6205621,"threshold_uncertainty_score":0.5528229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673638011541205,"score_gpt":0.2482628663604899,"score_spread":0.2315264862450778,"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."}}