{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003217234,0.0001294845,0.0002884594,0.0001527554,0.00002372524,0.000007580235,0.00006980881,0.00006753705,0.0001744659],"category_scores_gemma":[0.00004615121,0.0001167826,0.00003056134,0.0002308789,0.00007842173,0.0001430309,0.00001510199,0.00007995512,0.000008103934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003391718,"about_ca_system_score_gemma":0.00004129564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004408658,"about_ca_topic_score_gemma":0.00004649802,"domain_scores_codex":[0.9990107,0.00003983335,0.0004261802,0.0001130348,0.0002463363,0.0001639593],"domain_scores_gemma":[0.999607,0.00003063613,0.00006484745,0.0001550604,0.00009604736,0.00004642367],"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":[0.0000247693,0.0000381688,0.398097,0.001565885,0.0001819961,5.29356e-7,0.007552808,0.003413378,0.5830812,0.0003793565,0.0005111865,0.005153616],"study_design_scores_gemma":[0.0005286651,0.0001427653,0.008547428,0.00006182921,0.00003984823,0.000001306076,0.004321412,0.07519919,0.9106779,0.00001378364,0.0002891422,0.0001767129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923732,0.003406962,0.0005885739,0.000003640299,0.0001146942,0.0002254478,0.0000031426,0.00006198102,0.003222358],"genre_scores_gemma":[0.9977666,0.00004867542,0.0019101,0.00000975096,0.00000855337,0.0000116278,0.000002683174,0.00001908924,0.0002229425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3895496,"threshold_uncertainty_score":0.4762255,"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."}}