{"id":"W2787873026","doi":"10.1139/cjce-2017-0672","title":"Evaluation of bitumen physical properties modified with waste plastic pipes","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Akdeniz Üniversitesi","keywords":"Asphalt; Dynamic shear rheometer; Rheometer; Materials science; Cracking; Rotational viscosity; Composite material; Viscosity; Geotechnical engineering; Rheology; Geology","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":[0.0006040034,0.0001300122,0.0001870476,0.0003340396,0.00003526954,0.00002251979,0.0001271042,0.00003412407,0.0000575337],"category_scores_gemma":[0.0001203883,0.0001101804,0.00003526311,0.000208404,0.00004669654,0.0003521717,0.000003722849,0.0001324191,0.000004668516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002840669,"about_ca_system_score_gemma":0.000472968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005116524,"about_ca_topic_score_gemma":0.008409787,"domain_scores_codex":[0.9988753,0.00001793062,0.0002714138,0.00006396946,0.0005408099,0.0002306437],"domain_scores_gemma":[0.9990222,0.00002150381,0.00008305471,0.000107714,0.0005795845,0.0001858963],"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":[0.000005571719,0.000004048731,0.0001560502,0.00006359669,0.00008599605,0.000001858574,0.0009945277,0.9844005,0.01314621,0.00002522411,0.00009451487,0.001021944],"study_design_scores_gemma":[0.0005230097,0.0002076326,0.001424393,0.000334531,0.000144193,0.00001487611,0.0001017985,0.9679677,0.02904458,0.00002313837,0.00008310514,0.0001309788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821271,0.0003226098,0.01580272,0.00001015083,0.0004603135,0.0001234806,0.000002633593,0.00001944833,0.001131539],"genre_scores_gemma":[0.9993883,0.000003746949,0.0001255077,0.000002477472,0.0004355244,0.000006540413,0.000001023444,0.00003001405,0.000006898564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726116,"threshold_uncertainty_score":0.4692859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440255336158181,"score_gpt":0.2109818855852148,"score_spread":0.186579332223633,"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."}}