{"id":"W4281678709","doi":"10.1155/2022/8015731","title":"Characterization of Cold Bituminous Mastics Prepared with Different Active Fillers at High and Intermediate Temperature","year":2022,"lang":"en","type":"article","venue":"Advances in Materials Science and Engineering","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Indian Institute of Technology Bombay; Mitacs","keywords":"Materials science; Dynamic shear rheometer; Composite material; Filler (materials); Asphalt; Cracking; Viscoelasticity; Brittleness; Fly ash; Rut","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001686389,0.0001031681,0.0001389326,0.000140271,0.0000776594,0.00002311948,0.00007844131,0.00001514469,0.00002086204],"category_scores_gemma":[0.00001316148,0.00009243666,0.000003370451,0.0002097629,0.00007019774,0.000543791,0.00008916759,0.0000513462,1.228715e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001521172,"about_ca_system_score_gemma":0.00001172766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001162184,"about_ca_topic_score_gemma":0.000002841168,"domain_scores_codex":[0.999293,0.000007489316,0.0001544322,0.0001466919,0.0002357053,0.0001627078],"domain_scores_gemma":[0.9998114,0.00001527619,0.00004371366,0.00007421569,0.00002509776,0.0000303698],"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":[0.00002201343,0.000004802815,0.0006334841,0.0001107997,0.000002623858,9.836054e-7,0.0004841751,0.09383709,0.9045944,0.00003495035,3.487959e-7,0.000274369],"study_design_scores_gemma":[0.0003386812,0.0001209075,0.05126759,0.00007371532,0.00000677771,0.000005183442,0.0001429842,0.03386584,0.9139344,0.00000404608,0.00008694752,0.0001530041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990714,0.00008373106,0.0001543026,0.000003995672,0.0004161119,0.0001835443,0.00004174624,0.00003611616,0.000009108358],"genre_scores_gemma":[0.9993001,0.000407459,0.0001568683,0.000005220701,0.00001853858,0.00007310204,0.00002141333,0.00001115161,0.000006120647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05997125,"threshold_uncertainty_score":0.3769458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003323367719973014,"score_gpt":0.1891173981423986,"score_spread":0.1857940304224255,"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."}}