{"id":"W4318476266","doi":"10.3390/su15032413","title":"Construction and Performance Evaluation of Polyurethane-Bound Porous Rubber Pavement (PRP) Trial Section in the Cold Climate","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Materials science; Ultimate tensile strength; Composite material; Natural rubber; Porosity; Durability; Permeability (electromagnetism); Geotechnical engineering; Moisture; Subgrade; Stiffness; Surface roughness; Surface finish; Environmental science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00628273,0.0001237772,0.0001466769,0.0001657547,0.0001034601,0.00002696718,0.00007366956,0.00008366284,0.00002566782],"category_scores_gemma":[0.0001659223,0.0001078643,0.00002771155,0.0005820191,0.00008247665,0.0003347996,0.00002775205,0.0001520983,0.000002997731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008394019,"about_ca_system_score_gemma":0.0001360763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003794707,"about_ca_topic_score_gemma":0.00005848678,"domain_scores_codex":[0.9982567,0.0002398005,0.0004158004,0.0001846376,0.0006303934,0.0002727109],"domain_scores_gemma":[0.99922,0.00006792925,0.00008591094,0.0002524857,0.0003523852,0.00002132777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004148096,0.0003842449,0.4053236,0.003869178,0.0001260783,0.00000416136,0.01725374,0.2669011,0.006260309,0.002233502,0.0004487715,0.2930473],"study_design_scores_gemma":[0.01632907,0.0005801956,0.4950528,0.00004284635,0.0001213336,0.000005732234,0.008075943,0.4722029,0.004845926,0.002271085,0.0001923383,0.0002798247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967749,0.00005769891,0.00006744501,0.0001436966,0.00055642,0.002097598,0.000004616544,0.00009863637,0.0001989734],"genre_scores_gemma":[0.9994191,0.00008329919,0.00003126368,0.000008775086,0.0001065295,0.0003016127,0.00002811825,0.00001156568,0.000009728014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2927675,"threshold_uncertainty_score":0.4398577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194284793155112,"score_gpt":0.2903850651437398,"score_spread":0.2684422172121887,"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."}}