{"id":"W2044351125","doi":"10.1002/aic.11619","title":"Contraction of free liquid ligaments","year":2008,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Mental Health; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; Xerox Foundation","keywords":"Mechanics; Inviscid flow; Surface tension; Ligament; Contraction (grammar); RADIUS; Materials science; Physics; Thermodynamics; Anatomy; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007476807,0.00005436673,0.00009585532,0.00004877185,0.00004334473,0.000005604192,0.00007927599,0.00004485984,0.00008132498],"category_scores_gemma":[0.000007753648,0.00005016267,0.00005256615,0.00004342625,0.00001414187,0.00009558156,0.000004266795,0.0001919532,0.00001138601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002896569,"about_ca_system_score_gemma":0.00001434432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005713449,"about_ca_topic_score_gemma":0.00000506842,"domain_scores_codex":[0.9995611,0.000006081052,0.0001763497,0.00003172601,0.000116789,0.000107906],"domain_scores_gemma":[0.9997997,0.00001216207,0.00001147153,0.00008327797,0.00003823118,0.00005511314],"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":[0.0001805686,0.0001675122,0.004695932,0.00007938773,0.0003745707,0.000162391,0.001405196,0.03019337,0.9301288,0.001128818,0.02870471,0.002778744],"study_design_scores_gemma":[0.01357306,0.002638685,0.2419053,0.000635042,0.0003215224,0.007661758,0.0003035693,0.2144739,0.4526125,0.003431453,0.06072293,0.001720365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98483,0.000513353,0.01029113,0.00009246622,0.0004009308,0.00002705113,0.000003553832,0.00002704196,0.003814497],"genre_scores_gemma":[0.9976728,0.001659299,0.0004238081,0.00003044258,0.0001259728,6.645313e-7,5.989518e-7,0.00001221592,0.00007421655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4775163,"threshold_uncertainty_score":0.2045574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073514349985098,"score_gpt":0.1990348905922203,"score_spread":0.1882997470923694,"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."}}