{"id":"W2063494316","doi":"10.3141/2304-02","title":"Sustainability of Perpetual Pavement Designs: Canadian Perspective","year":2012,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sustainability; Truck; Pavement engineering; Asphalt; Engineering; Transport engineering; Civil engineering; Asphalt pavement; Driver rehabilitation; Rehabilitation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00195375,0.0007232071,0.000372951,0.002698457,0.003210678,0.005933881,0.002792631,0.001458544,0.005658277],"category_scores_gemma":[0.002837415,0.0003974841,0.0004837066,0.003427334,0.003650412,0.002860719,0.001709441,0.001090943,0.000404793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03651738,"about_ca_system_score_gemma":0.02762836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7509013,"about_ca_topic_score_gemma":0.8510656,"domain_scores_codex":[0.9975077,0.0002995122,0.00006877254,0.0002331947,0.001436624,0.0004542279],"domain_scores_gemma":[0.9979803,0.0001662175,0.0001704002,0.0001296527,0.00137363,0.0001799167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009077479,0.0001162594,0.01568917,0.0008454305,0.00004114859,0.0008615603,0.002036376,0.03016826,0.005747036,0.6223547,0.01093019,0.311119],"study_design_scores_gemma":[0.00001528244,0.0002883043,0.04272149,0.0009880342,0.0001098189,0.001052971,0.007017784,0.01637505,0.005541358,0.08401479,0.8417071,0.0001680412],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1687258,0.06579352,0.04728193,0.01724287,0.0003187461,0.0002347169,0.001250552,0.0002296608,0.698922],"genre_scores_gemma":[0.8533062,0.06331959,0.03324446,0.0008623804,0.00008814211,0.00006705134,0.00049498,0.0001286368,0.04848854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2490987,"threshold_uncertainty_score":0.5011313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006190230537607,"score_gpt":0.3917196613880031,"score_spread":0.2911006383342424,"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."}}