{"id":"W4240569711","doi":"10.1063/1.2353116.3","title":"10.1063/1.2353116.3","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; Drop impact; Materials science; Volumetric flow rate; Flow focusing; Microfluidics; Capillary number; Rheology; Viscoelasticity; Instability; 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":[0.0008363365,0.003040348,0.001736953,0.004533532,0.0007085321,0.002757624,0.00327125,0.002597118,0.2097598],"category_scores_gemma":[0.002675303,0.0006993628,0.001209258,0.008431363,0.0004776849,0.001121208,0.002583261,0.001526294,0.4336909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009858472,"about_ca_system_score_gemma":0.001405241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01162657,"about_ca_topic_score_gemma":0.01278168,"domain_scores_codex":[0.9990351,0.0001432625,0.0001091816,0.0002485037,0.0002782148,0.0001857261],"domain_scores_gemma":[0.9992919,0.0001217523,0.00006158848,0.0002800087,0.0001390642,0.0001057002],"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":[0.0001216597,0.00007020353,0.001908397,0.001202489,0.00007333009,0.00006771067,0.00002947945,0.001098586,0.000383058,0.000610105,0.9759884,0.01844654],"study_design_scores_gemma":[0.0001664014,0.00002837777,0.003401262,0.0002217356,0.00002287724,0.00007350875,0.00005068513,0.001184975,0.0006628791,0.001160881,0.9929993,0.00002705735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002109696,0.0001079803,0.0002016279,0.00005705098,0.00003195086,0.00002414769,0.996381,0.001295323,0.001689972],"genre_scores_gemma":[0.0003861413,0.00007987001,0.0002995853,0.00003010133,0.000005999867,0.00005897181,0.9978814,0.00008146931,0.001176514],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7902402,"threshold_uncertainty_score":0.7017165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006565539605828207,"score_gpt":0.2144242964640628,"score_spread":0.2078587568582346,"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."}}