{"id":"W4414805720","doi":"10.3390/coatings15101153","title":"Pavement Performance and Mechanism of Asphalt Mixtures Reinforced with Different Diameters of Basalt Fibers for the Surface Layer","year":2025,"lang":"en","type":"article","venue":"Coatings","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Waterloo","funders":"Qinglan Project of Jiangsu Province of China; China Scholarship Council; Yangzhou University; Government of Jiangsu Province; National Natural Science Foundation of China","keywords":"Basalt fiber; Asphalt; Fiber; Modulus; Cohesion (chemistry); Asphalt concrete; Layer (electronics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000308946,0.0003919839,0.0002040436,0.0005735034,0.000166799,0.0002288708,0.0002303914,0.0002714542,0.000790021],"category_scores_gemma":[0.0002553801,0.0001853238,0.0002840101,0.0002380276,0.0001649327,0.000282644,0.0001905139,0.0002257198,0.0001468576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002267089,"about_ca_system_score_gemma":0.00009974381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116271,"about_ca_topic_score_gemma":0.002370485,"domain_scores_codex":[0.9997483,0.00002608078,0.00002024069,0.00005587056,0.0001065435,0.00004299211],"domain_scores_gemma":[0.9998198,0.00002846634,0.00006119018,0.0000126603,0.0000469876,0.00003093542],"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":[0.0001887956,0.00003547929,0.001692111,0.0000317846,0.0000118081,0.00004228921,0.00003408764,0.000778686,0.995254,0.00003657394,0.000009674057,0.00188465],"study_design_scores_gemma":[0.000004205043,0.0005067696,0.01414231,0.000004163105,0.00003404395,0.00006384281,0.00004383218,0.003641524,0.9813194,0.00001337108,0.0002196024,0.000006852133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991776,0.0001547626,0.0004622776,0.000002553531,0.000002608421,0.00000386589,0.00001895938,0.00001038245,0.0001670227],"genre_scores_gemma":[0.9989927,0.0001039159,0.0005696663,0.00000263372,8.589977e-7,0.000003757383,0.00003058787,0.000003045316,0.000292845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00116271,"threshold_uncertainty_score":0.00264293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292814042721921,"score_gpt":0.2304713026226052,"score_spread":0.217543162195386,"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."}}