{"id":"W2047623568","doi":"10.3141/1778-23","title":"Overlay Performance in Canadian Strategic Highway Research Program’s Long-Term Pavement Performance Study","year":2001,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Transportation of Ontario; University of Waterloo","funders":"","keywords":"Subgrade; Overlay; Surface finish; Asphalt; Geotechnical engineering; Environmental science; Engineering; Forensic engineering; Materials science; Computer science; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002816442,0.0004394846,0.0003526554,0.0009961331,0.001655014,0.0007390255,0.0009420401,0.0003787276,0.0008832461],"category_scores_gemma":[0.003500907,0.000163547,0.0005357793,0.002169983,0.000489504,0.0004114,0.0008045002,0.0005651757,0.0002151986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01137155,"about_ca_system_score_gemma":0.01695963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9585156,"about_ca_topic_score_gemma":0.9834399,"domain_scores_codex":[0.9972729,0.0002624391,0.00009716361,0.000243695,0.001709135,0.0004147401],"domain_scores_gemma":[0.996031,0.0001463561,0.0003506914,0.0001813344,0.002415165,0.0008753489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00142479,0.0008509304,0.9355609,0.0001535636,0.0003096295,0.0004368742,0.001566971,0.001806866,0.003649975,0.0004784373,0.005340832,0.04842016],"study_design_scores_gemma":[0.000006639809,0.0002302375,0.9976985,0.000009938914,0.00002335335,0.00002213375,0.0002435404,0.0002324428,0.0001621832,0.00001763005,0.001341334,0.00001194924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913896,0.0004683052,0.0002966055,0.000155491,0.00002311514,0.0001116358,0.003470627,0.00001745701,0.004067092],"genre_scores_gemma":[0.994328,0.0002727379,0.000597257,0.00005900722,0.000007129786,0.00005288132,0.003158708,0.000006159157,0.001518209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04148442,"threshold_uncertainty_score":0.08345741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1328595535426826,"score_gpt":0.3981889426047133,"score_spread":0.2653293890620307,"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."}}