{"id":"W3016277484","doi":"10.22215/etd/2012-07041","title":"Numerical analysis of the heat transfer characteristics within an evaporating meniscus","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Meniscus; Heat transfer; Physics; Mechanics; Optics","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":[0.0001489579,0.0002610229,0.0006157216,0.0001267929,0.00008419304,0.0000184844,0.0001660807,0.0001854351,0.000122907],"category_scores_gemma":[0.000008907929,0.0001673815,0.0002787313,0.0005307532,0.00001923391,0.00007104251,0.000002560872,0.000285101,0.000002980009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002651067,"about_ca_system_score_gemma":0.00002407092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001251307,"about_ca_topic_score_gemma":0.001013586,"domain_scores_codex":[0.9988331,0.00003860978,0.0004982352,0.0001589901,0.0002565515,0.0002145768],"domain_scores_gemma":[0.9995582,0.00003447903,0.00000792105,0.0002670816,0.00007108707,0.00006121519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000291002,0.0009923801,0.08283477,0.006717009,0.0349939,0.00001145789,0.2481013,0.1096776,0.4893316,0.003114043,0.0002638767,0.0236711],"study_design_scores_gemma":[0.0004808598,0.0001308516,0.6942441,0.0003010544,0.01791352,0.000002154138,0.004527117,0.1073912,0.1731458,0.0000268586,0.0002141298,0.001622397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916477,0.0002130469,0.001705104,0.000009812553,0.0007616082,0.0001492484,0.00007059229,0.0001309534,0.005311979],"genre_scores_gemma":[0.9989786,0.00003475252,0.00007492296,0.00001102403,0.0000869969,0.00001726553,0.0004775759,0.000043418,0.0002755076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6114093,"threshold_uncertainty_score":0.6825618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627635563223963,"score_gpt":0.2535463232512014,"score_spread":0.2372699676189618,"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."}}