{"id":"W2604922481","doi":"10.18280/mmep.040103","title":"Effect of ambient condition on n-heptane droplet evaporation","year":2017,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jiangsu University of Science and Technology; Jiangsu University; National Natural Science Foundation of China","keywords":"Heptane; Evaporation; Materials science; Thermodynamics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004159015,0.0001530441,0.0002194203,0.00008511598,0.00007587551,0.00004589066,0.00009303011,0.00008362429,0.000007914879],"category_scores_gemma":[0.00004208706,0.000132461,0.00002917779,0.00005464967,0.00004600702,0.0001044342,0.00001932039,0.0001421677,0.00000756773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002911623,"about_ca_system_score_gemma":0.000002378432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001794702,"about_ca_topic_score_gemma":1.32322e-8,"domain_scores_codex":[0.9993297,0.000006041379,0.000271405,0.0001218221,0.0001278852,0.0001431252],"domain_scores_gemma":[0.9995626,0.00004941771,0.00006082762,0.0002579578,0.00004098045,0.00002821056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002514228,0.00005139072,0.00002378415,0.004081742,0.00007674327,0.00000343068,0.0004099575,0.5798827,0.2675249,0.1395586,0.0002732471,0.008088416],"study_design_scores_gemma":[0.0001908597,0.000178095,0.00001024851,0.0003477608,0.00001443035,0.000004760478,0.00000194367,0.7564443,0.2392037,0.003337336,0.0001417979,0.0001247849],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2925688,0.0000363828,0.7060835,0.00001755716,0.00006757057,0.000176225,0.000004710749,0.0001733288,0.0008719548],"genre_scores_gemma":[0.9975474,0.000018206,0.002283101,0.000003469261,0.00003107541,0.00003911704,0.00001786229,0.00002818473,0.00003151825],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7049787,"threshold_uncertainty_score":0.5401602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489176389992065,"score_gpt":0.2411090409192705,"score_spread":0.2262172770193498,"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."}}