{"id":"W2080155559","doi":"10.1061/9780784412121.163","title":"Laboratory Performance Characterization of Pavements Incorporating Recycled Materials","year":2012,"lang":"en","type":"article","venue":"GeoCongress 2012","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subgrade; Aggregate (composite); Geotechnical engineering; Asphalt; Direct shear test; Environmental science; Laboratory test; Hardening (computing); Materials science; Rut; Material properties; Composite material; Shear (geology); Geology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005287583,0.0005611446,0.0003625833,0.0005305472,0.0003581395,0.0004130786,0.0004988337,0.0003202409,0.0008501629],"category_scores_gemma":[0.0006364296,0.000135086,0.0003832837,0.000301509,0.0002654198,0.0003998579,0.0003208114,0.0002646975,0.0002332828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003777272,"about_ca_system_score_gemma":0.0002701462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001345808,"about_ca_topic_score_gemma":0.002366218,"domain_scores_codex":[0.9994988,0.0001004521,0.00004742706,0.0001079859,0.000184439,0.00006085557],"domain_scores_gemma":[0.9995782,0.00007262707,0.0001039567,0.00005817978,0.0001585621,0.00002854407],"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":[0.0001222193,0.0001389437,0.002162023,0.00008938949,0.00001644684,0.00007727309,0.00008208217,0.001439465,0.991771,0.00004262893,0.00002786868,0.004030601],"study_design_scores_gemma":[0.00000565415,0.001562609,0.005735295,0.000005777645,0.00003627814,0.0000624325,0.000075012,0.001201647,0.9908653,0.0000182478,0.0004213171,0.00001036264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944247,0.0001773379,0.004646645,0.000007246748,0.000006224204,0.00004937338,0.0002311185,0.00005978186,0.0003974909],"genre_scores_gemma":[0.9939694,0.000223991,0.004773967,0.000007440152,0.000004693537,0.00005829495,0.0002632301,0.00001369939,0.0006851928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001345808,"threshold_uncertainty_score":0.002844095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123344557060945,"score_gpt":0.2238354068403912,"score_spread":0.2115009511342967,"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."}}