{"id":"W2072161181","doi":"10.1103/physreve.72.021803","title":"Hole growth in freely standing polystyrene films probed using a differential pressure experiment","year":2005,"lang":"en","type":"article","venue":"Physical Review E","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polystyrene; Differential pressure; Materials science; Differential (mechanical device); Mechanics; Composite material; Physics; Thermodynamics; Polymer","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":[0.00007062381,0.0001947751,0.0004853028,0.00003171351,0.00005015613,0.000008544343,0.0001464585,0.00004168032,0.00008245042],"category_scores_gemma":[0.00009484071,0.000161847,0.0001249719,0.0001515167,0.00004640583,0.0000953061,0.0001264151,0.0002286373,0.00001991417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005453547,"about_ca_system_score_gemma":0.000010436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002586052,"about_ca_topic_score_gemma":0.000003459823,"domain_scores_codex":[0.9989623,0.00003914394,0.000267341,0.000261083,0.0001612666,0.0003088118],"domain_scores_gemma":[0.9996341,0.00005947038,0.00005511461,0.0001633222,0.00002560246,0.00006243021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000439389,0.0006621385,0.0008340948,0.002009903,0.0002112907,0.000009173818,0.000777049,0.003025582,0.926062,0.06435703,0.0003523599,0.001655405],"study_design_scores_gemma":[0.000650677,0.00003610374,0.0003157773,0.001903182,0.0001466097,0.000002392778,0.00001483269,0.9666432,0.02931296,0.0002984279,0.0003083058,0.0003675463],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8369247,0.1186916,0.04036354,0.0007331886,0.0001854293,0.0009233827,0.00002877082,0.0001977185,0.001951576],"genre_scores_gemma":[0.9959606,0.002222031,0.001241388,0.0001017281,0.0001939392,0.00006695546,0.000006911071,0.00002094348,0.0001855135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9636176,"threshold_uncertainty_score":0.6599927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850716320813441,"score_gpt":0.2902311219180689,"score_spread":0.2717239587099345,"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."}}