{"id":"W2177432758","doi":"","title":"Evaluation of pervious concrete pavement permeability renewal maintenance methods at field sites in Canada","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pervious concrete; Environmental science; Stormwater management; Stormwater; Civil engineering; Permeability (electromagnetism); Work (physics); Engineering; Geotechnical engineering; Surface runoff; Cement; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001731899,0.0007929168,0.0006903316,0.001145896,0.003252484,0.0007726041,0.001740997,0.0005641142,0.0007444715],"category_scores_gemma":[0.00282565,0.000405345,0.000438608,0.001218845,0.001038956,0.0005033677,0.0005263085,0.000553195,0.0001370174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01734801,"about_ca_system_score_gemma":0.01337152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8900586,"about_ca_topic_score_gemma":0.9662624,"domain_scores_codex":[0.9984155,0.000164511,0.00007071524,0.0002416586,0.0008202162,0.0002874576],"domain_scores_gemma":[0.9952706,0.0004589456,0.0003987005,0.0001283018,0.003358226,0.0003853371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007878773,0.01735054,0.332939,0.00260218,0.0005019229,0.001589804,0.02240268,0.02897128,0.3490601,0.0008735336,0.002756995,0.2330731],"study_design_scores_gemma":[0.0003848184,0.02291697,0.8334484,0.0001503801,0.0004432407,0.000295886,0.01457207,0.01188096,0.1078231,0.0001737857,0.007711419,0.0001989264],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998437,0.00007133125,0.0004314222,0.00001867991,0.000002907417,0.0002745174,0.0001781411,0.0000168582,0.0005692509],"genre_scores_gemma":[0.9906098,0.0002842054,0.00563908,0.00003785663,0.000003724387,0.0002316208,0.0006421058,0.00001368877,0.002537794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1099414,"threshold_uncertainty_score":0.2211778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03293530431202155,"score_gpt":0.2251781027416281,"score_spread":0.1922427984296066,"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."}}