{"id":"W4406277592","doi":"10.1061/jmcee7.mteng-18997","title":"Cracking and Aging of Asphalt Mixtures Using the Illinois Flexibility Index Test","year":2025,"lang":"en","type":"article","venue":"Journal of Materials in Civil Engineering","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Asphalt; Cracking; Index (typography); Forensic engineering; Asphalt pavement; Materials science; Geotechnical engineering; Environmental science; Engineering; Composite material; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007942758,0.0004789134,0.0002538609,0.001577098,0.000267309,0.0002796726,0.0004474739,0.0003806347,0.001133609],"category_scores_gemma":[0.001034257,0.0002438912,0.0004341363,0.0005992508,0.0002596794,0.0005767799,0.0005239922,0.0003720893,0.0002622043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002370392,"about_ca_system_score_gemma":0.0001607753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523218,"about_ca_topic_score_gemma":0.004664317,"domain_scores_codex":[0.9987708,0.00009154978,0.0001403028,0.0002005754,0.0007260053,0.00007081399],"domain_scores_gemma":[0.9986134,0.0001997035,0.0004432562,0.00008891273,0.0005314731,0.0001232612],"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":[0.0005191085,0.0002026241,0.0565863,0.0001362413,0.00005375735,0.000214392,0.0004724288,0.001587833,0.9188792,0.0001482998,0.0001357839,0.02106402],"study_design_scores_gemma":[0.00001578606,0.003161514,0.280204,0.00003715459,0.0001332181,0.0005588248,0.0004383207,0.009852163,0.703154,0.000105194,0.002238063,0.0001018906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844599,0.0006064748,0.01266299,0.00001256647,0.00001276885,0.0001286425,0.0002539203,0.0001637825,0.001698924],"genre_scores_gemma":[0.9864784,0.0001957163,0.01132834,0.00001593537,0.000003454115,0.00006289961,0.0003539556,0.00002262072,0.001538723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001577098,"threshold_uncertainty_score":0.004200578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609849118271498,"score_gpt":0.2713620885819073,"score_spread":0.2552635973991923,"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."}}