{"id":"W2005142557","doi":"10.1063/1.2837279","title":"Interpreting viscosity isotherms in materials with significant structural disorder","year":2008,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Metastability; Thermodynamics; Scaling; Viscosity; Relaxation (psychology); Dissipation; Sign (mathematics); Physics; Chemistry; Materials science; Mathematics; Quantum mechanics; Mathematical analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0004848852,0.0003328923,0.0003270485,0.0005570531,0.0004825522,0.0005706034,0.000539155,0.0007105021,0.0009541251],"category_scores_gemma":[0.002097209,0.0002180118,0.0002811246,0.0004696075,0.0007273704,0.0007703299,0.0003083716,0.0005667447,0.00006570179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008235682,"about_ca_system_score_gemma":0.0004890642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005407618,"about_ca_topic_score_gemma":0.003776579,"domain_scores_codex":[0.999944,0.00001522744,0.000003020098,0.000008837776,0.00001438358,0.00001458551],"domain_scores_gemma":[0.9994286,0.0003705392,0.00006919452,0.00004398695,0.00004757411,0.00004010347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001389859,0.00008393394,0.005263188,0.00008345599,0.00001793617,0.0003149897,0.0002270866,0.95735,0.02389562,0.009439571,0.0003159795,0.00286926],"study_design_scores_gemma":[0.000008529381,0.00001480668,0.0005489409,0.000003446359,0.00000211993,0.000009130345,0.00002319694,0.9968346,0.001266847,0.001169493,0.0001121053,0.00000672126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777104,0.000149835,0.01925235,0.0002607327,0.00001651414,0.0000342922,0.0001596931,0.000211207,0.002204919],"genre_scores_gemma":[0.9923948,0.00008975025,0.007003749,0.0000239283,0.000007021093,0.00003461484,0.0000835802,0.00002979379,0.0003328729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005407618,"threshold_uncertainty_score":0.01075232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004571273118079409,"score_gpt":0.204308936773323,"score_spread":0.1997376636552435,"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."}}