{"id":"W632501784","doi":"","title":"The Effect of Pavement Crack Treatments on IRI and Surface Profile - A Case Study in Alberta","year":2008,"lang":"en","type":"article","venue":"","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serviceability (structure); International Roughness Index; Asphalt; Service life; Pavement management; Engineering; Asphalt pavement; Forensic engineering; Road surface; Environmental science; Civil engineering; Surface finish; Geography; Mechanical 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":[0.000629951,0.0003689192,0.0004139162,0.0007242193,0.001668227,0.0008488913,0.0009676808,0.000838094,0.0008362497],"category_scores_gemma":[0.001359262,0.0002300031,0.0003735835,0.001266573,0.0009102629,0.0002802134,0.0003880585,0.0004238548,0.0001319868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009273891,"about_ca_system_score_gemma":0.00410829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8169131,"about_ca_topic_score_gemma":0.923682,"domain_scores_codex":[0.9992343,0.00008006698,0.00002417847,0.00008127916,0.0003905368,0.0001895956],"domain_scores_gemma":[0.9990221,0.0002925522,0.00007349639,0.00006831866,0.0004315884,0.0001118745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003348309,0.003791368,0.4701382,0.0004120443,0.0002096526,0.01577981,0.005413241,0.2246823,0.1552812,0.002250348,0.002123537,0.1165699],"study_design_scores_gemma":[0.000191016,0.00295776,0.7947297,0.00003368172,0.0002175355,0.001210077,0.01252847,0.1316628,0.05078131,0.000539079,0.004987663,0.000161038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976519,0.00003391294,0.0003439442,0.0000249907,0.00000170587,0.00004064945,0.000103542,0.00001781211,0.001781618],"genre_scores_gemma":[0.997633,0.00005606063,0.0008277736,0.000009235931,7.572859e-7,0.000008353977,0.0001101737,0.000006161434,0.001348522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1830869,"threshold_uncertainty_score":0.3683302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006629128078181541,"score_gpt":0.2302189081463135,"score_spread":0.223589780068132,"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."}}