{"id":"W2048001567","doi":"10.1103/physreve.80.056308","title":"Absence of Marangoni convection at Marangoni numbers above 27,000 during water evaporation","year":2009,"lang":"en","type":"article","venue":"Physical Review E","topic":"Nanomaterials and Printing Technologies","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Marangoni effect; Marangoni number; Convection; Temperature gradient; Evaporation; Funnel; Materials science; Thermodynamics; Mechanics; Chemistry; Physics; Meteorology","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":[0.0003882743,0.0002283377,0.000377623,0.0003625291,0.000377697,0.0006615291,0.0003205463,0.0002410705,0.0008887186],"category_scores_gemma":[0.001556625,0.0002979991,0.0002309575,0.0002121314,0.0006966628,0.0006772375,0.000336681,0.0005982381,0.0002306237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002682541,"about_ca_system_score_gemma":0.0002255484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003399545,"about_ca_topic_score_gemma":0.0004668736,"domain_scores_codex":[0.9997044,0.00003027947,0.00002318992,0.00004978813,0.00008897576,0.0001032254],"domain_scores_gemma":[0.9990115,0.0004705686,0.0002079307,0.00008511918,0.0001249363,0.00009992266],"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":[0.0006538064,0.00007168646,0.01436817,0.0002016412,0.0000204898,0.0004460269,0.0004821907,0.001811719,0.9711453,0.002165184,0.0001309343,0.008503007],"study_design_scores_gemma":[0.00004003477,0.0003411778,0.03761233,0.00002628613,0.00002563413,0.0002507613,0.0001675754,0.01370256,0.9444649,0.001184842,0.002150531,0.00003327972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923806,0.0007854984,0.004354736,0.00004080391,0.00001409641,0.00002690923,0.00006439204,0.00008699473,0.002245888],"genre_scores_gemma":[0.9987767,0.0001241763,0.00076712,0.000009176777,0.000003184836,0.00002030936,0.00004930938,0.000008260268,0.0002417306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008887186,"threshold_uncertainty_score":0.00297302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007742227145725016,"score_gpt":0.2399813096440997,"score_spread":0.2322390824983747,"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."}}