{"id":"W657491918","doi":"10.33593/iccp.v10i1.362","title":"Evolution of Pervious Concrete Pavement at the Ministry of Transportation Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Concrete Pavements","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pervious concrete; Christian ministry; Civil engineering; Geotechnical engineering; Engineering; Transport engineering; Forensic engineering; Environmental science; Geography; Archaeology; Political science; Cement","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002263854,0.0001426773,0.0001667187,0.00004234611,0.0001098174,0.00001366753,0.0008750902,0.0000383537,0.001609585],"category_scores_gemma":[0.00002503799,0.000103166,0.00008566886,0.0001578158,0.000269736,0.0001076164,0.0002367456,0.0001061379,0.000003996837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388054,"about_ca_system_score_gemma":0.0001761747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4789638,"about_ca_topic_score_gemma":0.3193588,"domain_scores_codex":[0.9982352,0.00001006478,0.0004955207,0.0002390505,0.000863011,0.0001571801],"domain_scores_gemma":[0.9990974,0.00003200865,0.0005144592,0.0001630567,0.0001652147,0.00002785538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001542387,0.0000183154,0.6314659,0.00008334072,0.0003015233,4.242488e-7,0.001080471,0.0001216034,0.3030745,0.04300104,0.02059397,0.0001046669],"study_design_scores_gemma":[0.001663876,0.0002127123,0.5424192,0.0005152906,0.0002538709,9.324402e-7,0.002374828,0.001960207,0.4295416,0.002197907,0.01852964,0.0003299835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568264,0.000008732891,0.00002498521,0.001292348,0.000360055,0.0003853497,0.0001180222,0.00000591858,0.0409782],"genre_scores_gemma":[0.9895849,0.000005776856,0.00006572011,0.0002304462,0.00000754923,0.00003498209,0.00001794499,0.000005506725,0.01004723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.159605,"threshold_uncertainty_score":0.9993031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409067680166427,"score_gpt":0.2168180220780056,"score_spread":0.2027273452763413,"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."}}