{"id":"W4403611767","doi":"10.1007/s42464-024-00285-z","title":"Rheological simulation of bituminous mixes with crumb rubber by the dry process","year":2024,"lang":"en","type":"article","venue":"Journal of Rubber Research","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Crumb rubber; Asphalt; Rheology; Materials science; Process (computing); Natural rubber; Composite material; Computer science","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":[0.0001889466,0.0003401289,0.0005088545,0.0003671852,0.0003662306,0.0005341043,0.0004436014,0.0005759488,0.003929141],"category_scores_gemma":[0.0005707761,0.000235732,0.0004141372,0.000352297,0.0004326212,0.000536543,0.0003061295,0.0005141897,0.0002734321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003324081,"about_ca_system_score_gemma":0.0002471704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004304077,"about_ca_topic_score_gemma":0.002386878,"domain_scores_codex":[0.9999053,0.00001438191,0.000005550843,0.00001710869,0.00002807743,0.00002937992],"domain_scores_gemma":[0.999817,0.00009651027,0.00002444177,0.00001972334,0.00002269545,0.00001971627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002021669,0.0005314743,0.00507933,0.0002623621,0.00006730835,0.0007182817,0.0004955539,0.6313606,0.3448099,0.001577613,0.0004255072,0.01265046],"study_design_scores_gemma":[0.00008635897,0.0006896473,0.006612206,0.00001246707,0.00002830755,0.00004665719,0.0001566429,0.9213465,0.0699757,0.000191196,0.0008234181,0.00003077336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966295,0.00006811554,0.00135352,0.00003329623,0.000008213649,0.00001310722,0.0001195276,0.00004135804,0.00173328],"genre_scores_gemma":[0.998475,0.00004606958,0.0005006045,0.000006160556,0.000002055714,0.000008223187,0.00005754603,0.00001513357,0.0008893051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004304077,"threshold_uncertainty_score":0.01314425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0619259594935747,"score_gpt":0.3965275157531934,"score_spread":0.3346015562596187,"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."}}