{"id":"W257587196","doi":"","title":"COMPARISON OF MARSHALL AND SUPERPAVE GYRATORY VOLUMETRIC PROPERTIES OF SASKATCHEWAN ASPHALT CONCRETE MIXES","year":2003,"lang":"en","type":"article","venue":"","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rut; Gradation; Asphalt; Compaction; Aggregate (composite); Geotechnical engineering; Fracture (geology); Asphalt pavement; Materials science; Environmental science; Composite material; Geology","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":[0.000231128,0.0002787662,0.0002181114,0.0009826537,0.0002678176,0.000456558,0.0002659149,0.0001869037,0.001600991],"category_scores_gemma":[0.0003719745,0.0002022966,0.0001923874,0.0008455132,0.0003317015,0.0002313061,0.0003376247,0.0001763084,0.0003019284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115966,"about_ca_system_score_gemma":0.0005740024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08783961,"about_ca_topic_score_gemma":0.3691325,"domain_scores_codex":[0.9996427,0.00001977878,0.00003063757,0.00005088797,0.0002102859,0.00004560098],"domain_scores_gemma":[0.9995715,0.00004951583,0.00008483033,0.00003819583,0.0001952576,0.00006068769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006493791,0.0001192544,0.2971489,0.0001220694,0.0001930786,0.0003497389,0.0007624328,0.006896407,0.6579189,0.0003795442,0.0003825269,0.0350777],"study_design_scores_gemma":[0.000007814731,0.0003688335,0.9326401,0.00001131591,0.00004711313,0.0001397745,0.0005624219,0.001731226,0.0632211,0.00003982464,0.001202811,0.00002754198],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985984,0.00003623937,0.0001492501,0.000003849878,7.396822e-7,0.000008006125,0.0001736127,0.000008329205,0.001021631],"genre_scores_gemma":[0.9983026,0.00005038153,0.0003038755,0.000009458694,5.022523e-7,0.00001014193,0.0002607049,0.000007397075,0.00105496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9121604,"threshold_uncertainty_score":0.1746566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.032038478351507,"score_gpt":0.2542479909163357,"score_spread":0.2222095125648287,"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."}}