{"id":"W571193331","doi":"","title":"Development and Performance of Asphalt Pavement","year":2006,"lang":"en","type":"article","venue":"10TH INTERNATIONAL CONFERENCE ON ASPHALT PAVEMENTS - AUGUST 12 TO 17, 2006, QUEBEC CITY, CANADA","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphalt; Rut; Engineering; Overlay; Civil engineering; Pavement engineering; Life cycle costing; Asphalt pavement; Quality assurance; Pavement management; Transport engineering; Forensic engineering; Computer science; Operations management","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":[0.000861645,0.0004887564,0.0002730705,0.0009309807,0.0005378149,0.0009175582,0.0006456062,0.0004716647,0.00125417],"category_scores_gemma":[0.001007572,0.0001328885,0.0002386998,0.0006772365,0.0003141132,0.0005499591,0.0004470285,0.0004034796,0.0005624828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001692718,"about_ca_system_score_gemma":0.0009704761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01901274,"about_ca_topic_score_gemma":0.0279361,"domain_scores_codex":[0.9984829,0.0001163049,0.0000354125,0.00013808,0.001069725,0.0001575567],"domain_scores_gemma":[0.9991484,0.00004870932,0.00008823028,0.00008416094,0.0005380132,0.00009248086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003599103,0.0003349328,0.01750181,0.000303865,0.00002905056,0.0001979025,0.0003087375,0.01503121,0.8495421,0.001051988,0.0007169422,0.1146216],"study_design_scores_gemma":[0.00000639292,0.001962749,0.06083799,0.00001138898,0.00003343915,0.0002707439,0.0001440753,0.007011216,0.9196334,0.0001681768,0.009894134,0.00002623775],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839163,0.0008172372,0.005203797,0.00003211952,0.00001302547,0.00004098926,0.0003297412,0.0001539517,0.009492893],"genre_scores_gemma":[0.9905298,0.0003002275,0.003635536,0.000007464082,0.000002403355,0.00001115457,0.0003487651,0.00003047363,0.005134301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01901274,"threshold_uncertainty_score":0.03780419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925938330574103,"score_gpt":0.2498888708249024,"score_spread":0.2206294875191614,"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."}}