{"id":"W4389069961","doi":"10.1002/app.54937","title":"Study of long‐term skid and wear resistance of waterborne epoxy resin‐<scp>SBR</scp>compound modified emulsified asphalt microsurfacing","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Science and Technology Program of Zhejiang Province; Medical Science and Technology Project of Zhejiang Province; National Natural Science Foundation of China","keywords":"Durability; Asphalt; Rut; Skid (aerodynamics); Asphalt pavement; Materials science; Composite material; Epoxy; Abrasion (mechanical); Environmental science; Forensic engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001787148,0.0002051286,0.0004407034,0.0005721711,0.0001624565,0.00006957763,0.0005348475,0.00005951191,0.000005138731],"category_scores_gemma":[0.00002618545,0.0001848498,0.0000487453,0.001278277,0.0002843316,0.000547888,0.0001191637,0.0002335198,0.000005532436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008381109,"about_ca_system_score_gemma":0.0001090244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006649414,"about_ca_topic_score_gemma":0.00001267074,"domain_scores_codex":[0.9972029,0.00002704631,0.0009913242,0.0002499247,0.001098755,0.0004300448],"domain_scores_gemma":[0.9986632,0.0001281372,0.0005429275,0.0003369476,0.0001818776,0.0001469513],"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":[0.00005071818,0.0001072057,0.005006625,0.0001889683,0.00006479387,0.0000200129,0.008391031,0.01027442,0.9745098,0.00007714829,0.0001159755,0.001193345],"study_design_scores_gemma":[0.001381991,0.0001803792,0.09774839,0.0001335754,0.00005649837,0.00001182026,0.00193705,0.00362468,0.8947484,0.00006648781,0.000007816899,0.0001029212],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970797,0.0008362986,0.0002795698,0.00001621948,0.0003459775,0.0002852569,0.000004255359,0.00003990334,0.00111285],"genre_scores_gemma":[0.9992766,0.0001206061,0.0003585172,0.00001003557,0.00005674616,0.000005840896,0.000001100233,0.0000244924,0.0001459994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09274177,"threshold_uncertainty_score":0.7537955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143332688247969,"score_gpt":0.2637956915348821,"score_spread":0.2423623646524024,"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."}}