{"id":"W2030224666","doi":"10.1021/ma992156t","title":"Convection in Polymeric Fluids Subjected to Vertical Temperature Gradients","year":2000,"lang":"en","type":"article","venue":"Macromolecules","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Convection; Surface tension; Silanol; Materials science; Buoyancy; Marangoni effect; Thermodynamics; Chemistry; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001253721,0.000270755,0.0002252365,0.0001527102,0.0003669165,0.0003794609,0.0001881964,0.0002139673,0.0003961812],"category_scores_gemma":[0.0004027617,0.0001541211,0.000149803,0.0001317639,0.0007057892,0.0003624257,0.0002791266,0.0003424607,0.00009876545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132166,"about_ca_system_score_gemma":0.0002372513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009521401,"about_ca_topic_score_gemma":0.0003661846,"domain_scores_codex":[0.9999255,0.000009153032,0.000003187331,0.00001688243,0.00002217296,0.00002308176],"domain_scores_gemma":[0.9998651,0.00005537947,0.00003486868,0.000008786286,0.00001683501,0.00001900537],"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":[0.00009224514,0.00002469075,0.000569843,0.0000480731,0.000006780213,0.00009044836,0.0001011075,0.002844033,0.9932561,0.0007664154,0.00003942359,0.00216081],"study_design_scores_gemma":[0.00007082932,0.0003967487,0.003217031,0.00001560282,0.00001995395,0.0002027051,0.00006866598,0.04739786,0.9456037,0.000760278,0.002222539,0.00002426279],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953114,0.0005809618,0.003170821,0.0000552452,0.00001720059,0.00001863922,0.00002794636,0.00002451896,0.0007931443],"genre_scores_gemma":[0.9971638,0.0004099572,0.001600632,0.00002153733,0.00001638209,0.00001520537,0.00005644166,0.000008980003,0.0007070322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009521401,"threshold_uncertainty_score":0.002272606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002859506574836464,"score_gpt":0.1838781197846312,"score_spread":0.1810186132097947,"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."}}