{"id":"W1985067806","doi":"10.1007/bf02482091","title":"Nonlinear dynamic moduli in asphalt","year":2002,"lang":"en","type":"article","venue":"Materials and Structures","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Asphalt; Moduli; Solid mechanics; Amplitude; Materials science; Nonlinear system; Composite material; Polymer; Dynamic modulus; Modulus; Dynamic mechanical analysis; Physics; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.00004026429,0.0001058529,0.0001872122,0.00003584157,0.00004191654,0.00001601138,0.00005798549,0.00008752305,0.0004941896],"category_scores_gemma":[0.00002842139,0.00008670976,0.0000132208,0.00003552705,0.00005032197,0.0000338764,0.00004692684,0.00006607908,0.00000957731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009958475,"about_ca_system_score_gemma":8.951477e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003534762,"about_ca_topic_score_gemma":0.00002313572,"domain_scores_codex":[0.9994743,0.0000131191,0.000156196,0.0001458401,0.0000430318,0.0001674429],"domain_scores_gemma":[0.9998414,0.00002065902,0.00001959707,0.00008593654,0.000007531311,0.0000248597],"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":[0.00003049714,0.00002237816,0.001055059,0.0001007054,0.00003798311,0.00002987834,0.0005857963,0.0006489863,0.9753563,0.01997478,0.0001202591,0.002037333],"study_design_scores_gemma":[0.001835737,0.00009134721,0.05732413,0.00005652516,0.00003106595,0.00007259288,0.0001115812,0.8498268,0.07668605,0.01268534,0.0005209552,0.0007578364],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976503,0.0009157478,0.0003724355,0.0001201367,0.0002412918,0.00004933672,0.00002749332,0.00003791125,0.0005853923],"genre_scores_gemma":[0.9975787,0.0002831715,0.001334525,0.00005947345,0.00004929129,0.000005402039,0.00000719902,0.000009977341,0.0006722675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8986703,"threshold_uncertainty_score":0.5411029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00735760075782247,"score_gpt":0.2130651998492024,"score_spread":0.2057075990913799,"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."}}