{"id":"W578821547","doi":"","title":"Developing Sustainable Design, Construction, and Maintenance Techniques for Cold Climate Pervious Concrete Pavements","year":2010,"lang":"en","type":"article","venue":"","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pervious concrete; Civil engineering; Environmental science; Permeability (electromagnetism); Sustainability; Engineering; Cement; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005564849,0.0003480888,0.0001806553,0.000705532,0.0004878918,0.0005272658,0.0007826098,0.0003614956,0.000938138],"category_scores_gemma":[0.0005050024,0.0002923654,0.0003431799,0.0004071475,0.0003442907,0.0005189785,0.0004450502,0.0004498327,0.0003369902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010313,"about_ca_system_score_gemma":0.002340972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008599418,"about_ca_topic_score_gemma":0.03064804,"domain_scores_codex":[0.9995962,0.00005971855,0.00001717997,0.00002806918,0.0002535018,0.00004537545],"domain_scores_gemma":[0.9997531,0.00003414567,0.00004726801,0.00003251652,0.0001063731,0.0000265061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005299728,0.0004544163,0.009169352,0.0006494743,0.00003766121,0.000281995,0.0009162211,0.1423826,0.4238287,0.00534456,0.00124985,0.4156321],"study_design_scores_gemma":[0.00008372563,0.003748008,0.08490271,0.0003705324,0.0002415125,0.001119468,0.004839936,0.2750603,0.5014246,0.009526493,0.1185078,0.0001748644],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6218302,0.001832212,0.359331,0.0004828482,0.00003218133,0.0004195062,0.0001243561,0.0005799259,0.01536793],"genre_scores_gemma":[0.6855786,0.001761969,0.3067581,0.00002615787,0.000005410423,0.0001458913,0.0001068248,0.00007564918,0.005541373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008599418,"threshold_uncertainty_score":0.01709872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124513248213197,"score_gpt":0.2251727106088589,"score_spread":0.2127213857875392,"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."}}