{"id":"W120239879","doi":"","title":"Evaluation of the MSCR Test for Canadian Asphalt Binders","year":2011,"lang":"en","type":"article","venue":"","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphalt; Rut; Ductility (Earth science); Creep; Geotechnical engineering; Materials science; Test method; Composite material; Forensic engineering; Engineering; Structural engineering; Geology","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":[0.001611892,0.0007540427,0.0003974112,0.003504474,0.001701782,0.0006446876,0.002055733,0.000591243,0.005197818],"category_scores_gemma":[0.003725257,0.0003059658,0.0004899624,0.002448433,0.0005797239,0.0005410247,0.0005725435,0.000356881,0.001319859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006506165,"about_ca_system_score_gemma":0.00681765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6572273,"about_ca_topic_score_gemma":0.8620859,"domain_scores_codex":[0.9919601,0.0001770516,0.0001638108,0.0003792441,0.007019668,0.0003000452],"domain_scores_gemma":[0.995445,0.0001862022,0.0003818129,0.000113008,0.003699477,0.0001744489],"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":[0.0006481809,0.0003514258,0.1053401,0.0005880179,0.0001430878,0.0009853049,0.001354154,0.009040377,0.6860113,0.001564588,0.006850528,0.187123],"study_design_scores_gemma":[0.00005576658,0.0008578654,0.4150029,0.00008628323,0.0002111374,0.001218494,0.001140683,0.02178758,0.5064302,0.0001671807,0.05284363,0.0001983185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9343007,0.001176143,0.01646986,0.0002059895,0.00006711313,0.0004447308,0.003287361,0.00162503,0.04242301],"genre_scores_gemma":[0.9623314,0.000513621,0.01879229,0.00008757981,0.000009579154,0.00008887656,0.002135282,0.0001615036,0.01587984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3427727,"threshold_uncertainty_score":0.6895827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08502234696204648,"score_gpt":0.2634871005788877,"score_spread":0.1784647536168413,"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."}}