{"id":"W4231694622","doi":"10.1063/1.2353116.1","title":"10.1063/1.2353116.1","year":2006,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Breakup; Drop (telecommunication); Mechanics; Capillary action; Drag; Materials science; Drop impact; Volumetric flow rate; Microfluidics; Flow focusing; Viscoelasticity; Capillary number; Rheology; Instability; Pressure drop; Nanotechnology; Composite material; Physics; Mechanical engineering; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008614024,0.002965905,0.001626679,0.004697041,0.0006818618,0.002632173,0.003124162,0.002574503,0.1839602],"category_scores_gemma":[0.002926925,0.000640526,0.001094146,0.008611146,0.0004497776,0.001172183,0.002375886,0.001519506,0.3960836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009698111,"about_ca_system_score_gemma":0.001364674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01041887,"about_ca_topic_score_gemma":0.01236999,"domain_scores_codex":[0.999012,0.0001568363,0.0001088124,0.0002526718,0.0002828867,0.0001867935],"domain_scores_gemma":[0.9992396,0.0001366619,0.0000702041,0.000298001,0.0001462925,0.0001093729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001152156,0.00007043983,0.001865693,0.001254245,0.00006815403,0.00006154761,0.00003064616,0.001122414,0.0003591083,0.0006178064,0.9762709,0.01816389],"study_design_scores_gemma":[0.0001589323,0.00003031388,0.003621202,0.000223348,0.00002254438,0.00007089255,0.00005358114,0.001242617,0.0006725104,0.001266786,0.9926108,0.00002649122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002202375,0.0001092464,0.0001879015,0.00005710291,0.00002957472,0.00002225549,0.9966651,0.001142199,0.001566375],"genre_scores_gemma":[0.0003697715,0.00007716926,0.0002789237,0.0000269412,0.00000566533,0.00005600205,0.9981048,0.00007129568,0.001009358],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8160398,"threshold_uncertainty_score":0.6154082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006561130931211702,"score_gpt":0.2143774323635789,"score_spread":0.2078163014323672,"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."}}