{"id":"W587643887","doi":"10.33593/iccp.v5i1.827","title":"PERFORMANCE OF ONTARIO'S FIRST MAJOR REHABILITATION AND OVERLAY PROJECT","year":2025,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Concrete Pavements","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overlay; Christian ministry; Engineering; Driver rehabilitation; Rehabilitation; Transport engineering; Forensic engineering; Grinding; Civil engineering; Diamond grinding; Computer science; Mechanical engineering; Grinding wheel","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001017419,0.00009207026,0.0001107413,0.0000893615,0.00003587523,0.00002230374,0.0002395038,0.00003391796,0.00002263893],"category_scores_gemma":[0.00005526332,0.00007196333,0.00003207342,0.00007165867,0.00005331997,0.0001307825,0.00007231656,0.00009995891,4.144207e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001639692,"about_ca_system_score_gemma":0.00005448117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003837682,"about_ca_topic_score_gemma":0.0000746181,"domain_scores_codex":[0.9993957,0.000001148505,0.0002103146,0.0001069197,0.0001963134,0.00008961015],"domain_scores_gemma":[0.9995705,0.00002491859,0.00008451131,0.00005255003,0.0002574978,0.000009952688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002608027,0.00001145565,0.6702968,0.001070666,0.0003651109,1.503978e-7,0.004014276,0.0001600445,0.2493873,0.069635,0.002479935,0.002318431],"study_design_scores_gemma":[0.002142167,0.0005118654,0.3162469,0.004360452,0.00008448131,0.000002713283,0.00120179,0.03200128,0.6287048,0.003272714,0.01105448,0.0004163506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489559,0.000005822744,0.00000416313,0.0001804911,0.0005214992,0.0001868853,0.000006520598,0.00001561237,0.05012314],"genre_scores_gemma":[0.9986602,0.00001976826,0.0005227826,0.00002858771,0.00002018968,0.00002279871,0.00000112534,0.000005263934,0.0007192677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3793175,"threshold_uncertainty_score":0.293458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009564060276492392,"score_gpt":0.2282857451685142,"score_spread":0.2187216848920218,"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."}}