{"id":"W1980631953","doi":"10.1115/sbc2008-193091","title":"Droplet Evaporation in Capillary Bridges","year":2008,"lang":"en","type":"article","venue":"ASME 2008 Summer Bioengineering Conference, Parts A and B","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; École de Technologie Supérieure; Concordia University","funders":"","keywords":"Capillary action; Evaporation; Computer science; Chip; Lab-on-a-chip; Process engineering; Nanotechnology; Engineering; Materials science; Microfluidics; Telecommunications; Composite material; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001131057,0.000208221,0.0002098564,0.0002643325,0.0000566191,0.000024331,0.0000812861,0.0001102197,0.00003749678],"category_scores_gemma":[0.00001100467,0.0002146224,0.00002192134,0.0003833568,0.00009096914,0.0001918564,0.00002475985,0.0001842095,0.00001418113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004931015,"about_ca_system_score_gemma":0.00003034477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000439473,"about_ca_topic_score_gemma":0.000004772192,"domain_scores_codex":[0.9990948,0.000008444215,0.0003057539,0.0001967313,0.0001192027,0.0002749946],"domain_scores_gemma":[0.9996816,0.00001245578,0.00002698831,0.0001559192,0.00007878654,0.00004424216],"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":[0.00004706065,0.0002026931,0.09138469,0.0005842536,0.0001953455,0.0004491795,0.004893927,0.00242951,0.7430512,0.05769298,0.06496742,0.03410169],"study_design_scores_gemma":[0.002079602,0.0002466134,0.1587333,0.0004068842,0.00003714363,0.000548009,0.0004681181,0.1377157,0.5217389,0.0005039315,0.1751046,0.002417227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9136631,0.001246656,0.08150984,0.0001182571,0.0002778764,0.0002337992,0.00001644471,0.0004638939,0.002470133],"genre_scores_gemma":[0.9984435,0.0006352599,0.0005018039,0.00005286331,0.00006318788,0.00003134664,0.00009220133,0.00002788662,0.0001519746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2213123,"threshold_uncertainty_score":0.8752047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02785188474235764,"score_gpt":0.2282263498955681,"score_spread":0.2003744651532105,"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."}}