{"id":"W4388271412","doi":"10.1007/s42947-023-00386-9","title":"Investigation of Moisture Sensitivity and Cracking Resistance of Granular Base Course Comprised of Tailing Solvent Recovery Unit Materials and Bitumen Froth Derived from Alberta Oil Sands","year":2023,"lang":"en","type":"article","venue":"International Journal of Pavement Research and Technology","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Natural Resources; University of Alberta","funders":"Institute for Oil Sands Innovation, University of Alberta; Imperial Oil Limited","keywords":"Materials science; Asphalt; Ultimate tensile strength; Cracking; Portland cement; Moisture; Cement; Composite material; Base course","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001750136,0.0001549277,0.0001473125,0.0003645341,0.0001885388,0.000172175,0.0002071816,0.0001733827,0.0007567065],"category_scores_gemma":[0.0003050434,0.00009888721,0.0001445355,0.0003020421,0.0002067252,0.0001582507,0.0001090558,0.000243279,0.00008993128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003687077,"about_ca_system_score_gemma":0.0001912049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01233059,"about_ca_topic_score_gemma":0.02223108,"domain_scores_codex":[0.99984,0.00001015492,0.000007125632,0.0000248867,0.00008634987,0.00003147624],"domain_scores_gemma":[0.9997519,0.00005776696,0.00005418833,0.00001367762,0.00009364868,0.0000287535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003677167,0.00003907861,0.006495928,0.00003570531,0.000008346709,0.00005925416,0.00005085334,0.0005754956,0.9900435,0.00002315265,0.00001922881,0.002281632],"study_design_scores_gemma":[0.000006244209,0.0009141376,0.100795,0.000004554744,0.00003099427,0.00006275447,0.0001540936,0.002565643,0.8950993,0.00001025213,0.0003501059,0.000006903093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995426,0.00006379087,0.0001063017,0.000002187405,0.000001223557,0.000004063231,0.00005382283,0.000004530735,0.0002215398],"genre_scores_gemma":[0.9995279,0.00004048313,0.0001143232,0.000002586512,6.224779e-7,0.000001265187,0.00005719369,0.000001756977,0.0002539745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9876694,"threshold_uncertainty_score":0.02451766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0364742415440697,"score_gpt":0.3068843560480183,"score_spread":0.2704101145039486,"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."}}