{"id":"W2114407046","doi":"10.1139/cjce-2014-0485","title":"A novel micromechanical–analogical model for low temperature creep properties of asphalt binder and mixture","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Minnesota Department of Transportation; U.S. Department of Transportation","keywords":"Asphalt; Creep; Transformation (genetics); Materials science; Microstructure; Bending; Stiffness; Composite material; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003769175,0.0001606469,0.000269621,0.0002503209,0.00002895663,0.00003363947,0.0001405716,0.0001361908,0.000009258452],"category_scores_gemma":[0.000136541,0.0001413507,0.0000642571,0.0001330667,0.00002190327,0.0002637389,0.00000760844,0.0002419715,4.643717e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529077,"about_ca_system_score_gemma":0.0003451537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002264169,"about_ca_topic_score_gemma":0.003224578,"domain_scores_codex":[0.9990836,0.000004999608,0.0003737067,0.00008634197,0.000176921,0.0002743958],"domain_scores_gemma":[0.9991001,0.00001510824,0.00007069213,0.00009591532,0.0002636127,0.0004545001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008709309,0.000005768293,0.00005188639,0.0002145395,0.00005512914,0.000002863465,0.0005017453,0.8201673,0.17811,0.00008433299,0.0006739572,0.0001236906],"study_design_scores_gemma":[0.0007955761,0.00009165068,0.0001713061,0.0003062836,0.00004162616,0.00006831353,0.00007618624,0.9825876,0.01530217,0.00004820376,0.0003310275,0.0001800191],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7760512,0.004233474,0.2187396,0.0001235109,0.0004718322,0.0002555193,0.00003235366,0.0000275054,0.00006492226],"genre_scores_gemma":[0.9960796,0.00002350676,0.003648176,0.00003415938,0.0001408063,0.000007866743,0.000003108956,0.00003520251,0.00002761959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2200283,"threshold_uncertainty_score":0.5764115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03182871146640604,"score_gpt":0.2054608599679466,"score_spread":0.1736321485015405,"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."}}