{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004144982,0.0001249986,0.0001049725,0.00003828014,0.0003981348,0.00008465027,0.0001490255,0.00005380963,0.0002882402],"category_scores_gemma":[0.00002957163,0.0001132497,0.00002163224,0.0001146917,0.0002904196,0.0003248354,0.0002858882,0.00007519182,0.0000309505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421769,"about_ca_system_score_gemma":0.00001190644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001992519,"about_ca_topic_score_gemma":0.00005372923,"domain_scores_codex":[0.9989381,0.00001719037,0.0001758094,0.000292156,0.0001150427,0.0004616812],"domain_scores_gemma":[0.9996253,0.00003599415,0.00006420343,0.0001801886,0.00002919434,0.0000651125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004617446,0.00002318679,0.1050031,0.0001685568,0.00006225992,0.00001843402,0.0004617896,0.00001540334,0.1894681,0.6526732,0.04791423,0.004145615],"study_design_scores_gemma":[0.001140477,0.0002023699,0.005312968,0.00002622625,0.00006118401,0.00003674488,0.001411341,0.001376985,0.1357538,0.01458406,0.8392891,0.000804653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09415495,0.000009013263,0.8915884,0.001167157,0.0001850198,0.002301739,0.00001013336,0.0003667055,0.01021686],"genre_scores_gemma":[0.3617631,0.0000304059,0.6293605,0.0006879161,0.00002408069,0.0003451242,0.000004986502,0.00002107147,0.007762872],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7913749,"threshold_uncertainty_score":0.4618187,"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."}}