{"id":"W4319158820","doi":"10.3390/ma16031300","title":"Laboratory Study of the Effects of the Mixer Type and Mixing Time on the Volumetric Properties and Performance of a HMA with 30 Percent Reclaimed Asphalt Pavement","year":2023,"lang":"en","type":"article","venue":"Materials","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Asphalt pavement; Asphalt; Ultimate tensile strength; Materials science; Mixing (physics); Specific gravity; Composite material; Stiffness; Geotechnical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006207823,0.0001044463,0.0001762776,0.00005419123,0.00007418467,0.00001091576,0.0001182476,0.00002498545,0.00003472191],"category_scores_gemma":[0.00006346837,0.00004696117,0.000008337821,0.0004296371,0.00006047203,0.00005770854,0.00007989931,0.00004225321,0.000005375856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002593233,"about_ca_system_score_gemma":0.00001896553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001216528,"about_ca_topic_score_gemma":0.000002064071,"domain_scores_codex":[0.9991331,0.0001340089,0.0002337871,0.00009246165,0.0002956858,0.0001110159],"domain_scores_gemma":[0.9994878,0.00006188559,0.0001105183,0.0002486236,0.00008006693,0.00001117247],"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":[0.00006644312,0.00005959791,0.0315974,0.001251348,0.0000955872,1.840411e-7,0.003852695,0.001205986,0.9613046,0.000003816122,0.0001150742,0.0004472805],"study_design_scores_gemma":[0.0003710946,0.0005096862,0.3091289,0.0003193495,0.00004513081,1.534212e-7,0.0003216091,0.00234616,0.6868908,8.151058e-7,0.00001285797,0.00005339207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998479,0.0001215483,2.706485e-7,0.0000218068,0.0002412969,0.001088574,0.000005093279,0.00002075245,0.0000216398],"genre_scores_gemma":[0.9997554,0.00006700676,0.000005073849,0.00001372904,0.00001778989,0.00005788323,7.746958e-7,0.00001632788,0.00006598819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2775315,"threshold_uncertainty_score":0.1915021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565036800349397,"score_gpt":0.1979084958865641,"score_spread":0.1822581278830701,"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."}}