{"id":"W7133018041","doi":"","title":"The source of the &quot;uniform-temperature layer&quot; during water evaporation","year":2005,"lang":"","type":"dissertation","venue":"TSpace","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency; University of Toronto","keywords":"Evaporation; Convection; Buoyancy; Layer (electronics); Natural convection; Classification of discontinuities; Boundary layer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004586095,0.000705628,0.0005031051,0.0001207982,0.001040931,0.0003089549,0.0008762138,0.0007879932,0.0002567275],"category_scores_gemma":[0.0000700305,0.0004012734,0.0004241116,0.0003549004,0.000098754,0.0002080735,0.0001379684,0.001371644,0.0001207177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087948,"about_ca_system_score_gemma":0.00009465171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001714477,"about_ca_topic_score_gemma":0.001221089,"domain_scores_codex":[0.9971882,0.0001106986,0.0007982231,0.0004572712,0.000705831,0.0007398187],"domain_scores_gemma":[0.9980512,0.00009345621,0.0003012407,0.001174034,0.0002726972,0.0001073609],"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":[0.0001675871,0.00006409178,0.0002083954,0.001001288,0.0003806686,0.00000354701,0.04427927,0.2757516,0.6731403,0.003738182,0.0005593288,0.0007056508],"study_design_scores_gemma":[0.001629854,0.0001157222,0.0078068,0.001434246,0.0005119863,0.00003829832,0.0170209,0.2902667,0.6593406,0.0003953233,0.019571,0.001868645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858916,0.001887164,0.0000523645,0.001334155,0.002747163,0.0007869892,0.0000149141,0.00008586129,0.007199818],"genre_scores_gemma":[0.8703936,0.00093742,0.00006032011,0.00002385777,0.0004984592,0.00004338894,0.0002507069,0.0001660777,0.1276262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1204264,"threshold_uncertainty_score":0.9998439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004757829124185683,"score_gpt":0.2301940166554125,"score_spread":0.2254361875312268,"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."}}