{"id":"W615552361","doi":"","title":"Field and Laboratory Evaluation of Recycled Asphalt Shingle Mixes: Canadian Study","year":2011,"lang":"en","type":"article","venue":"Transportation Research Board 90th 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; Waste management; Engineering; Civil engineering; Reuse; Christian ministry; Shingles; Asphalt pavement; Environmental science; Forensic engineering; Environmental engineering; Materials science; Composite material","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":[0.001152732,0.0006582168,0.0005486782,0.0009524254,0.001914053,0.0008007354,0.0009992941,0.0007562299,0.001130959],"category_scores_gemma":[0.0007375448,0.0003125842,0.000763428,0.001637281,0.001083089,0.0004204133,0.0005620508,0.0005688301,0.0003549642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005227004,"about_ca_system_score_gemma":0.005247412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4750124,"about_ca_topic_score_gemma":0.7295837,"domain_scores_codex":[0.9980953,0.0001448839,0.00008340558,0.000273449,0.001233365,0.0001695807],"domain_scores_gemma":[0.9986863,0.00009104455,0.0001294782,0.0000676716,0.00092751,0.00009791605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009277757,0.002114811,0.02486567,0.0004814697,0.0000757866,0.0004465148,0.00152738,0.002155629,0.9512954,0.0002562943,0.0003517481,0.01550158],"study_design_scores_gemma":[0.0001459744,0.02400296,0.1761736,0.00008503463,0.0003565699,0.000556191,0.004562895,0.002714149,0.7771773,0.0001603033,0.01390326,0.0001618433],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954733,0.0003273857,0.001016171,0.00002652174,0.00000769817,0.0002708607,0.000631535,0.00001863802,0.002227767],"genre_scores_gemma":[0.981676,0.001350084,0.008137098,0.00008404537,0.000005828183,0.0001829465,0.001403669,0.00001739821,0.007142903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5249876,"threshold_uncertainty_score":0.944495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134031887107186,"score_gpt":0.3779210521282366,"score_spread":0.264517863417518,"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."}}