{"id":"W2128131907","doi":"10.1139/l05-044","title":"Construction factors affecting as-built roughness of Portland cement concrete pavement construction","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Akaike information criterion; Portland cement; International Roughness Index; Ride quality; Surface finish; Engineering; Civil engineering; Geotechnical engineering; Structural engineering; Cement; Mathematics; Statistics; Geography; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007185308,0.0002235542,0.0001658008,0.0006137596,0.0001822211,0.0004497304,0.0002013627,0.0001934017,0.0008901554],"category_scores_gemma":[0.002970492,0.0001348104,0.0003533918,0.000634004,0.0003107213,0.0003168472,0.0002605561,0.0002628631,0.0001724442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006539075,"about_ca_system_score_gemma":0.0004333505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02484332,"about_ca_topic_score_gemma":0.05500028,"domain_scores_codex":[0.9993868,0.000190058,0.0000370385,0.0001244089,0.000172498,0.00008914382],"domain_scores_gemma":[0.9974281,0.0009778884,0.000847717,0.000192591,0.0004435607,0.0001100908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004557595,0.00001793617,0.9944685,0.000007670673,0.00003333861,0.00004159984,0.0001238729,0.001256697,0.0008970001,0.00004634906,0.00005815266,0.003003232],"study_design_scores_gemma":[5.745023e-7,0.00002874535,0.9983523,0.000001369904,0.00001024408,0.00002669672,0.00009470904,0.001059995,0.0002775182,0.0000132157,0.000131202,0.000003408347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990473,0.00002394169,0.0003974561,0.00000708549,9.474631e-7,0.000003756904,0.0002172848,0.000005879941,0.0002963239],"genre_scores_gemma":[0.9995416,0.00001129848,0.0001457208,8.489285e-7,7.972619e-7,0.000002428648,0.0002038061,0.000001310535,0.00009222726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02484332,"threshold_uncertainty_score":0.04939741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005392444943841739,"score_gpt":0.1867073324722466,"score_spread":0.1813148875284049,"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."}}