{"id":"W4255559030","doi":"10.1063/1.4914411.1","title":"10.1063/1.4914411.1","year":2015,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Viscoelasticity; Harmonics; Shear flow; Shear stress; Amplitude; Physics; Mechanics; Weissenberg number; Nonlinear system; Classical mechanics; Flow (mathematics); Harmonic; Optics; Thermodynamics; Acoustics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001736967,0.0007152869,0.0008682202,0.0002005995,0.0001072276,0.0001519945,0.0007554703,0.0008463403,0.001119136],"category_scores_gemma":[0.0008602532,0.0006656601,0.0003096003,0.0002836709,0.0002213751,0.000335119,0.0006074429,0.0008976319,0.0154132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002053213,"about_ca_system_score_gemma":0.00006586171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007008293,"about_ca_topic_score_gemma":0.0000594246,"domain_scores_codex":[0.9974573,0.00002371534,0.0005671124,0.0007116201,0.0005036371,0.000736605],"domain_scores_gemma":[0.9982846,0.0002528309,0.0001671582,0.0008861716,0.0001568981,0.0002523791],"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":[0.00007177467,0.0001215326,0.000007405163,0.0001281699,0.0002813434,0.000129801,0.00001838911,0.00008035923,0.00001902067,0.0001685278,0.998354,0.0006197257],"study_design_scores_gemma":[0.0005117079,0.0001584566,0.000009083894,0.00007866891,0.00009675624,0.00005766384,0.00001937277,0.003299231,0.000006020738,0.0001955252,0.9947898,0.0007777006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004641405,0.001200209,0.0004492714,0.00002747666,0.0006573921,0.0002082088,0.9725667,0.0003016776,0.02454261],"genre_scores_gemma":[0.0003699326,0.00008124694,0.00004694182,0.00009365429,0.0005734746,0.0000682914,0.964322,0.00007474644,0.0343697],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01429407,"threshold_uncertainty_score":0.9997939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097238777773127,"score_gpt":0.2351704531502124,"score_spread":0.2241980653724811,"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."}}