{"id":"W2336471091","doi":"","title":"Survey on Current Practices for Evaluating Warm Mix Asphalt Moisture Susceptibility","year":2015,"lang":"en","type":"article","venue":"TAC 2015: Getting You There Safely - 2015 Conference and Exhibition of the Transportation Association of Canada // ATC: Destination sécurité routière - 2015 Congrès et Exposition de l'Association des transports du Canada","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphalt; Asphalt pavement; Greenhouse gas; Moisture; Environmental science; Engineering; Waste management; Civil engineering; Transport engineering; Geography; Meteorology","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":[0.01607648,0.0006730959,0.0006897401,0.007358382,0.002141763,0.002832884,0.00283862,0.0007539748,0.001921365],"category_scores_gemma":[0.03649645,0.0005184964,0.0006353474,0.01071315,0.001683736,0.001366888,0.0015545,0.0008890333,0.0009277416],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01091044,"about_ca_system_score_gemma":0.01985228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4750896,"about_ca_topic_score_gemma":0.6471086,"domain_scores_codex":[0.9731867,0.004144317,0.002745965,0.001561874,0.01723151,0.001129657],"domain_scores_gemma":[0.9085751,0.01439151,0.007998837,0.003048806,0.06381239,0.002173423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002195003,0.0002436406,0.3002937,0.005310727,0.0001247131,0.0002959914,0.02581976,0.0008692832,0.01577045,0.001175761,0.01819048,0.631686],"study_design_scores_gemma":[0.00001357858,0.0005847437,0.6622916,0.005782218,0.0002090226,0.0009598259,0.08654922,0.00113126,0.01438021,0.0004151558,0.2274683,0.0002147733],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7926831,0.04889432,0.03496397,0.007837065,0.0003023627,0.002481984,0.0137539,0.00111891,0.09796448],"genre_scores_gemma":[0.8407734,0.06385362,0.06915836,0.001621357,0.00006568663,0.001008473,0.007843261,0.0002970888,0.01537886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9890895,"threshold_uncertainty_score":0.9446486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03941339821464176,"score_gpt":0.3023785278769174,"score_spread":0.2629651296622757,"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."}}