{"id":"W4410515038","doi":"10.18280/ijdne.200402","title":"Effect of Recycled Asphalt Pavement on Suction and Collapse Potential of Collapsible Soils","year":2025,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphalt; Geotechnical engineering; Suction; Soil water; Environmental science; Asphalt pavement; Engineering; Forensic engineering; Materials science; Composite material; Soil science; Mechanical engineering","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":[0.0002081709,0.0003334885,0.0002254049,0.0003758812,0.0001673802,0.0003760615,0.0001827457,0.0001986254,0.00104659],"category_scores_gemma":[0.0003992177,0.0001333198,0.0001854663,0.000291,0.000261628,0.0002863125,0.0002432996,0.0002712549,0.00009338321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000196649,"about_ca_system_score_gemma":0.0001375284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001434924,"about_ca_topic_score_gemma":0.003067584,"domain_scores_codex":[0.9998081,0.00003150749,0.00001569591,0.00002879732,0.00006865172,0.0000471867],"domain_scores_gemma":[0.999725,0.00006864465,0.00007253266,0.00001385129,0.00007487193,0.00004502359],"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":[0.0006119338,0.0001165206,0.00302781,0.0001523603,0.00003009991,0.0001641771,0.0001193771,0.001796047,0.9884018,0.00005461419,0.00002631341,0.005498842],"study_design_scores_gemma":[0.000007034078,0.001425437,0.013024,0.00001595029,0.00004133992,0.00005480809,0.000178849,0.001933108,0.982814,0.00002320043,0.0004704625,0.00001186387],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994845,0.0001465803,0.00009744355,0.000003279574,0.000001974877,0.00000288757,0.00002366492,0.000004779185,0.0002348041],"genre_scores_gemma":[0.9994343,0.0001285464,0.0001858356,0.000004148964,7.182429e-7,0.000002346023,0.00002523211,0.000002534992,0.0002161963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001434924,"threshold_uncertainty_score":0.003501236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003064532795481619,"score_gpt":0.2232793276973807,"score_spread":0.2202147949018991,"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."}}