{"id":"W88005000","doi":"","title":"Equivalent Damage Factors Based on Mechanistic-Empirical Pavement Design","year":2007,"lang":"en","type":"article","venue":"Transportation Research Board 86th Annual MeetingTransportation Research Board","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Axle; Rut; Pavement engineering; Engineering; Structural engineering; Axle load; Fatigue cracking; Function (biology); Reliability engineering; Cracking; Transport engineering; Asphalt","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":[0.00155381,0.001328218,0.0006461093,0.002812851,0.0003072497,0.0009711366,0.001711416,0.001198446,0.001812079],"category_scores_gemma":[0.005863426,0.0005152615,0.001047122,0.001018398,0.001185967,0.003015017,0.0008201482,0.0008508299,0.0004041209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319676,"about_ca_system_score_gemma":0.0005307057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003884717,"about_ca_topic_score_gemma":0.004075513,"domain_scores_codex":[0.9983462,0.0003693076,0.00009542178,0.0003413593,0.0007312373,0.0001164575],"domain_scores_gemma":[0.9981438,0.0008826018,0.0003881363,0.0002236705,0.0003309711,0.00003074591],"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":[0.00003249259,0.00006733604,0.004191226,0.00008941563,0.00002370096,0.00007759516,0.00009968481,0.9481011,0.00407612,0.01508178,0.0004004534,0.0277591],"study_design_scores_gemma":[0.000006198282,0.000105685,0.003826591,0.00002730055,0.00001833041,0.000172951,0.00004108206,0.9832432,0.002166759,0.008542543,0.001805691,0.00004362607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1205664,0.0007045175,0.8697429,0.0001084961,0.00003112481,0.0001636552,0.0002922835,0.000356337,0.008034176],"genre_scores_gemma":[0.9446822,0.0005698569,0.05252099,0.00003342346,0.0000196216,0.0001721672,0.0002491641,0.00003859886,0.00171395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003884717,"threshold_uncertainty_score":0.00957495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1540329704161018,"score_gpt":0.4170354956133347,"score_spread":0.2630025251972329,"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."}}