{"id":"W2097183190","doi":"10.1139/l11-057","title":"Effects of aggregate shape and size and surfactants on the resilient modulus of bituminous mixes","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad de Cantabria; Universidad de Alcalá; Universidad de Huelva; Centro para el Desarrollo Tecnológico Industrial","keywords":"Gradation; Asphalt; Compaction; Aggregate (composite); Modulus; Materials science; Geotechnical engineering; Young's modulus; Penetration (warfare); Composite material; Mathematics; Geology; Computer science","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":[0.00060104,0.0004046925,0.0003516556,0.0004888989,0.0001565865,0.0003960263,0.0001574899,0.0001967275,0.001115674],"category_scores_gemma":[0.001696143,0.0002059495,0.0002636455,0.0004221934,0.0003071765,0.0004481103,0.000292661,0.0003037054,0.0002110844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209691,"about_ca_system_score_gemma":0.0001240386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005940874,"about_ca_topic_score_gemma":0.001313783,"domain_scores_codex":[0.9995845,0.00009740498,0.00005297848,0.0000636318,0.0001436215,0.00005791548],"domain_scores_gemma":[0.9985225,0.0007816941,0.0003486521,0.00009497465,0.0001561299,0.00009609602],"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":[0.0008010717,0.00007205022,0.007272906,0.00006595188,0.00003593657,0.0001651248,0.0001199341,0.001653553,0.9852365,0.00003965142,0.00001409086,0.004523141],"study_design_scores_gemma":[0.00000840577,0.001723708,0.05320288,0.000006342086,0.00007756437,0.0001693076,0.0001612674,0.002131785,0.9421009,0.00003183214,0.0003687243,0.00001715693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993333,0.0002205908,0.0002385171,0.00000421136,0.00000171166,0.000003565766,0.00003223502,0.000005209607,0.0001605349],"genre_scores_gemma":[0.9992938,0.0001436789,0.0002630404,0.000005081146,0.000001288237,0.000003782561,0.00003562391,0.00000608336,0.000247543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001115674,"threshold_uncertainty_score":0.003732324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010932376009931,"score_gpt":0.1718636776526196,"score_spread":0.1617543538925203,"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."}}