{"id":"W605112544","doi":"10.33593/iccp.v9i1.454","title":"Design and Construction of a Pervious Concrete Pavement in 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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo; Cement Association of Canada","keywords":"Pervious concrete; Subgrade; Civil engineering; Geotechnical engineering; Christian ministry; Engineering; Pavement engineering; Environmental science; Cement; Asphalt","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0002387872,0.0001233802,0.0001515834,0.0000737005,0.00005309904,0.00002523567,0.0004696435,0.00003132382,0.0006412605],"category_scores_gemma":[0.00003088345,0.0001054037,0.00002650588,0.000128485,0.000193274,0.0001277595,0.0003925728,0.0001208079,0.000001789366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007463895,"about_ca_system_score_gemma":0.0001312382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5653074,"about_ca_topic_score_gemma":0.2088832,"domain_scores_codex":[0.9987851,0.00001141659,0.0003414063,0.0002416424,0.0004721988,0.0001482011],"domain_scores_gemma":[0.9995514,0.00002914203,0.0002311371,0.00008664316,0.00007310318,0.00002853935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001328384,0.00001195141,0.8177489,0.00004203553,0.0001719396,0.00000105589,0.0007071837,0.00008215948,0.1170501,0.05994263,0.003671896,0.0004372508],"study_design_scores_gemma":[0.006060099,0.0005005636,0.5605848,0.001581543,0.0002089343,0.000007805857,0.003431917,0.02647915,0.3660568,0.02306441,0.01109853,0.0009254121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964209,0.000004134214,0.0001084957,0.0009736768,0.0002715433,0.0004393165,0.000007715569,0.000005999467,0.03398018],"genre_scores_gemma":[0.996173,0.000009797769,0.001430731,0.0003271255,0.000003216487,0.00003494777,0.000002040448,0.000004195806,0.002014921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3564242,"threshold_uncertainty_score":0.8055527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02102389220758901,"score_gpt":0.2156258628025982,"score_spread":0.1946019705950092,"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."}}