{"id":"W2900114958","doi":"10.3390/w10111588","title":"Improving Restorative Maintenance Practices for Mature Permeable Interlocking Concrete Pavements","year":2018,"lang":"en","type":"article","venue":"Water","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; Toronto and Region Conservation Authority; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Interlocking; Infiltration (HVAC); Pervious concrete; Slippage; Stormwater management; Washer; Environmental science; Stormwater; Geotechnical engineering; Materials science; Composite material; Engineering; Structural engineering; Cement; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002975495,0.0001314291,0.0000981164,0.00002790511,0.000309313,0.00009909523,0.0002488217,0.00004719165,0.001215954],"category_scores_gemma":[0.00005461333,0.00009047729,0.00004030763,0.00005952128,0.000203765,0.0007371792,0.0003373844,0.00008602768,0.001114939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002039833,"about_ca_system_score_gemma":0.000003310024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005926673,"about_ca_topic_score_gemma":0.0002372296,"domain_scores_codex":[0.9988467,0.00003407096,0.0001595237,0.0003508473,0.0001694567,0.0004394807],"domain_scores_gemma":[0.9994901,0.00001909156,0.0001519821,0.0002636233,0.00002393002,0.00005122662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002871359,0.00004812613,0.02494321,0.00008750119,0.0001453878,0.00001798129,0.01694712,0.00006713522,0.6664376,0.0006222538,0.2876541,0.00274248],"study_design_scores_gemma":[0.0007822093,0.0003604781,0.00242444,0.00004056481,0.00006166447,0.000004942314,0.0008242605,0.007457324,0.07739927,0.0007345566,0.9095041,0.000406146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345295,0.00001716452,0.02224465,0.002508852,0.001131012,0.001378562,0.0000289193,0.0001868003,0.03797448],"genre_scores_gemma":[0.9565285,9.674053e-7,0.006040503,0.0006588953,0.0001625976,0.00009265358,0.00001710665,0.00002077647,0.03647797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6218501,"threshold_uncertainty_score":0.9996971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353032865964582,"score_gpt":0.261028064628556,"score_spread":0.2374977359689102,"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."}}