{"id":"W2033231628","doi":"10.3141/2005-01","title":"Performance Evaluation of Bonded Concrete Pavement Overlays after 11 Years","year":2007,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"Federal Highway Administration","keywords":"Overlay; Falling weight deflectometer; Portland cement; Spall; Geotechnical engineering; Asphalt; Forensic engineering; Service life; Cracking; Engineering; Structural engineering; Cement; Materials science; Composite material; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008970097,0.0001829928,0.0003184738,0.0007628998,0.0001528502,0.00003849751,0.0005125874,0.0001493545,0.0002374217],"category_scores_gemma":[0.00007057795,0.0001485092,0.0002349419,0.001132409,0.0002934716,0.0004578899,0.000004246687,0.001183596,0.000006720102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003733183,"about_ca_system_score_gemma":0.0002895723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009137242,"about_ca_topic_score_gemma":0.005900818,"domain_scores_codex":[0.9932032,0.0003099785,0.001202499,0.0002016312,0.004342793,0.000739929],"domain_scores_gemma":[0.9954846,0.0002969765,0.0002311215,0.0003400837,0.003442265,0.0002049746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001824897,0.00006446624,0.8375553,0.0007364786,0.0003463519,0.0001249488,0.008368049,0.0296129,0.07059354,0.0007092193,0.002417455,0.04764641],"study_design_scores_gemma":[0.001364243,0.0002416624,0.9617521,0.0003829229,0.0000643606,4.170559e-7,0.001167783,0.001193272,0.03053284,0.0003129409,0.002844715,0.0001427357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971167,0.0002201764,0.0006882903,0.00008948126,0.0008778037,0.0006716583,0.00002482793,0.00002222902,0.0002887658],"genre_scores_gemma":[0.9980654,0.0004213927,0.001106079,0.00001015637,0.0002300227,0.00004001206,0.000008162287,0.00004496643,0.00007385087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1241968,"threshold_uncertainty_score":0.6056029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05079146201290638,"score_gpt":0.3485023667813346,"score_spread":0.2977109047684282,"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."}}