{"id":"W2270314744","doi":"","title":"Effect of Coloring Pigment on Asphalt Mixture Performance: Case for Use in Ontario","year":2016,"lang":"en","type":"article","venue":"Transportation Research Board 95th Annual MeetingTransportation Research Board","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphalt; Rut; Aggregate (composite); Environmental science; Cracking; Stiffness; Asphalt pavement; Forensic engineering; Civil engineering; Engineering; Materials science; Composite material; Structural engineering","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":[0.0005382074,0.000221981,0.0001932246,0.0005050029,0.003539662,0.001099061,0.0006816117,0.0005298192,0.002307081],"category_scores_gemma":[0.001269612,0.0001597277,0.000243887,0.0008864525,0.0008188066,0.0003571306,0.0004302227,0.0002883339,0.0002729675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01476562,"about_ca_system_score_gemma":0.007298852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8865156,"about_ca_topic_score_gemma":0.9731861,"domain_scores_codex":[0.9990702,0.0001099478,0.00002797154,0.00007526646,0.0004969615,0.0002196026],"domain_scores_gemma":[0.9990676,0.0001341398,0.00008920005,0.00004521378,0.0004898695,0.0001739733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002348303,0.002362824,0.6433987,0.0006927726,0.0001477061,0.02932197,0.04694462,0.001711351,0.1300688,0.002988528,0.005875736,0.1341387],"study_design_scores_gemma":[0.00003804582,0.002947381,0.8616515,0.0001952986,0.000209858,0.004357,0.04898341,0.002629189,0.02873079,0.0003578487,0.04980303,0.00009674492],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893262,0.0002122813,0.0001592434,0.0002344989,0.000005260847,0.00004116572,0.00006868328,0.00001151544,0.009941037],"genre_scores_gemma":[0.9922636,0.0003608609,0.0006419276,0.00009388067,0.000002169132,0.000010082,0.00005203371,0.00001229955,0.006563194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1134844,"threshold_uncertainty_score":0.2283055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06383131089084076,"score_gpt":0.3615973421000118,"score_spread":0.297766031209171,"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."}}