{"id":"W783511758","doi":"","title":"Evaluation of Perpetual Pavement Design Philosophy for Three Traffic Volume Scenarios","year":2013,"lang":"en","type":"article","venue":"Transportation Research Board 92nd Annual MeetingTransportation Research Board","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rut; Traffic volume; Fatigue cracking; Engineering; Transport engineering; Christian ministry; Pavement engineering; Life-cycle cost analysis; State highway; Asphalt; Asphalt pavement; Civil engineering; Reliability engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002869062,0.0007454619,0.000292013,0.00152266,0.0003760137,0.0008990137,0.001177371,0.0005886413,0.0009116443],"category_scores_gemma":[0.003144502,0.0002648747,0.0004303476,0.0007186106,0.000399025,0.0008413995,0.0005074953,0.0003146827,0.0000884628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001533799,"about_ca_system_score_gemma":0.0007627393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003652901,"about_ca_topic_score_gemma":0.009243626,"domain_scores_codex":[0.9983261,0.0006008081,0.00006660732,0.0001562275,0.0007208376,0.0001294006],"domain_scores_gemma":[0.9980263,0.0008478123,0.0003028143,0.0002469406,0.0004825884,0.00009359793],"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":[0.001589925,0.0009881476,0.03657983,0.0003882322,0.0001461165,0.0002909292,0.00033092,0.7537274,0.0502941,0.006222637,0.0005195657,0.1489222],"study_design_scores_gemma":[0.0002872118,0.01602428,0.08946561,0.00008702469,0.0004786874,0.0004908006,0.001059505,0.7969297,0.08237828,0.003174874,0.009456473,0.0001676153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986716,0.0001618928,0.0100987,0.00002177846,0.00000699313,0.0001099915,0.0001189353,0.00006564575,0.002699962],"genre_scores_gemma":[0.9872822,0.0001052025,0.01191726,0.000005753092,0.000002252777,0.0000485648,0.0001189852,0.000008886148,0.0005109035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003652901,"threshold_uncertainty_score":0.01517326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341642619624711,"score_gpt":0.3722801704132754,"score_spread":0.2381159084508044,"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."}}