{"id":"W4409799993","doi":"10.11159/icgre25.202","title":"Systematic Literature Review For The Use Of Polypropylene As Stabilization Or Reinforcement Material For Road Paving Bases And Sub-Bases","year":2025,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade Estadual de Campinas; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Polypropylene; Reinforcement; Computer science; Forensic engineering; Materials science; Engineering; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006800781,0.001277306,0.003607033,0.022696,0.000814589,0.002222809,0.001536821,0.001514624,0.006216029],"category_scores_gemma":[0.02723491,0.0006347156,0.004504292,0.01804956,0.001127732,0.00249782,0.001680234,0.000948661,0.0006048887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002293752,"about_ca_system_score_gemma":0.01677429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006319728,"about_ca_topic_score_gemma":0.02171133,"domain_scores_codex":[0.9953696,0.001224227,0.00195862,0.0003814766,0.0009086629,0.0001573028],"domain_scores_gemma":[0.9743326,0.0176553,0.004215213,0.0004574478,0.00301086,0.0003286985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001153626,0.00002448119,0.0009049695,0.9197716,0.001669748,0.0002552349,0.0004034032,0.00007837162,0.0003425519,0.000458351,0.002704617,0.07327134],"study_design_scores_gemma":[0.00006782355,0.000182713,0.004507671,0.916113,0.02340842,0.0008531573,0.0008258733,0.00005971581,0.0004175407,0.0005066431,0.05301084,0.00004662628],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00175235,0.9951357,0.0004583691,0.0004522198,0.0001562913,0.0003616348,0.0008350054,0.00001629119,0.0008321812],"genre_scores_gemma":[0.009166136,0.9878144,0.001377672,0.0004513146,0.00006458239,0.0003914256,0.0005271054,0.00000704854,0.0002003356],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.022696,"threshold_uncertainty_score":0.0359664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068049884270619,"score_gpt":0.2213042146782715,"score_spread":0.2106237158355653,"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."}}