{"id":"W2076660382","doi":"10.1016/j.physb.2009.07.175","title":"Steady parallel flow in an evaporating fluid heated from sidewalls","year":2009,"lang":"en","type":"article","venue":"Physica B Condensed Matter","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mechanics; Flow (mathematics); Fluid dynamics; Materials science; Thermodynamics; Physics","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":[0.0002047699,0.0004930193,0.0008914261,0.0004216798,0.001172772,0.001523046,0.0004609023,0.000813515,0.002053689],"category_scores_gemma":[0.0008414516,0.0004293491,0.0003364206,0.0002971066,0.001743574,0.001514566,0.00107367,0.00105513,0.0002855454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006716205,"about_ca_system_score_gemma":0.0006619012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001653697,"about_ca_topic_score_gemma":0.0006084905,"domain_scores_codex":[0.9998466,0.00002394794,0.00000599874,0.0000403027,0.00003856906,0.00004455087],"domain_scores_gemma":[0.9996079,0.0001759935,0.0000537817,0.00003662086,0.00005630515,0.0000693845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004040821,0.001001246,0.008442237,0.0003716007,0.0001123152,0.004081354,0.0009615893,0.1598742,0.7601052,0.04244586,0.002218664,0.01634493],"study_design_scores_gemma":[0.000321685,0.001062476,0.01123977,0.00002714408,0.0000581691,0.0003733388,0.0002457855,0.8019083,0.1780007,0.004578679,0.00209745,0.00008661024],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804688,0.000283058,0.008162689,0.0003193406,0.00009958423,0.00005813762,0.0001464952,0.0001664369,0.01029544],"genre_scores_gemma":[0.9891914,0.0001329458,0.002914692,0.00005644245,0.0000874488,0.0000279192,0.000150924,0.00006916899,0.007369091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002053689,"threshold_uncertainty_score":0.00687021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00917144357469824,"score_gpt":0.2161932100200545,"score_spread":0.2070217664453563,"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."}}