{"id":"W4406697348","doi":"10.33593/iccp.v11i1.340","title":"Spragues Road Rehabilitation with an Unbonded Concrete Overlay Region of Waterloo, Ontario, Canada.","year":2025,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Concrete Pavements","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; University of Waterloo","funders":"University of Waterloo; Cement Association of Canada","keywords":"Overlay; Rehabilitation; Driver rehabilitation; Transport engineering; Forensic engineering; Civil engineering; Engineering; Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002327219,0.0004542845,0.0002023614,0.0005332957,0.003718019,0.000849412,0.0006617337,0.000250885,0.009532259],"category_scores_gemma":[0.0004208401,0.0002919649,0.000307045,0.0007724329,0.0007264612,0.0002493262,0.0006796346,0.0003021991,0.001251842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02121787,"about_ca_system_score_gemma":0.04971923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9765481,"about_ca_topic_score_gemma":0.9970732,"domain_scores_codex":[0.9994972,0.00002991256,0.000008950478,0.00008279565,0.0002351771,0.0001459898],"domain_scores_gemma":[0.9995282,0.00001519708,0.00003306092,0.00002462682,0.000255018,0.0001440442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001307351,0.001219792,0.3404677,0.0009179873,0.0001625901,0.003025305,0.01096064,0.0101387,0.1221064,0.006792808,0.05759838,0.4453024],"study_design_scores_gemma":[0.00009884617,0.001046042,0.7620903,0.0001638289,0.00007901655,0.0006332399,0.01056056,0.004297303,0.01434943,0.0005490899,0.2060611,0.00007137325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8995339,0.0006022097,0.003558986,0.0007023863,0.00005530357,0.001000952,0.003674563,0.0002769766,0.09059472],"genre_scores_gemma":[0.8193843,0.0005551121,0.009615836,0.0001424995,0.00000811602,0.0002152521,0.00214142,0.00007498611,0.1678625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02345186,"threshold_uncertainty_score":0.1539471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683094305908195,"score_gpt":0.2391316883521798,"score_spread":0.2223007452930978,"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."}}