{"id":"W4283317464","doi":"10.1520/jte20210772","title":"Performance Evaluation of High Modulus Asphalt Concrete (HMAC) Prepared Using Asphaltenes-Modified Binders","year":2022,"lang":"en","type":"article","venue":"Journal of Testing and Evaluation","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates","keywords":"Asphaltene; Asphalt; Materials science; Rut; Composite material; Ultimate tensile strength; Dynamic modulus; Modulus; Dynamic mechanical analysis; Polymer; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003474203,0.0006154851,0.0002931729,0.00057999,0.0001773219,0.0002069048,0.0002247076,0.0002796015,0.0007858011],"category_scores_gemma":[0.0003871689,0.000169365,0.0002540094,0.0004814912,0.0001716833,0.0002994253,0.0002151928,0.0003068606,0.0002203677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002963781,"about_ca_system_score_gemma":0.0002190234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055242,"about_ca_topic_score_gemma":0.006045378,"domain_scores_codex":[0.9996434,0.00003686359,0.00003230273,0.00005419924,0.0001893667,0.0000438123],"domain_scores_gemma":[0.9997151,0.00003120393,0.0001032711,0.00001462096,0.00008638983,0.00004927929],"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":[0.0001145485,0.00003506757,0.0005708715,0.00004642057,0.000009704351,0.00003042359,0.00002074881,0.0004267432,0.997227,0.00002007003,0.000006407814,0.001491873],"study_design_scores_gemma":[0.000004573508,0.0003844106,0.004772086,0.000003237346,0.00002168523,0.00003453189,0.00001987039,0.0008061755,0.9936052,0.00000472693,0.0003377244,0.000005703309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984277,0.0003063232,0.0007737359,0.000003887728,0.000004882139,0.00001317411,0.00006000403,0.00002098302,0.0003893203],"genre_scores_gemma":[0.9968016,0.0003039297,0.0019221,0.000005605434,0.000002634583,0.00001402612,0.0001046317,0.00001149138,0.0008339178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002055242,"threshold_uncertainty_score":0.004086554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09985560500522113,"score_gpt":0.3106466749372062,"score_spread":0.2107910699319851,"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."}}