{"id":"W651708976","doi":"","title":"PERFORMANCE SURVEY ON OPEN-GRADED FRICTION COURSE MIXES","year":2000,"lang":"en","type":"article","venue":"Synthesis of highway practice","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering; Construction engineering; Civil engineering; Highway maintenance; Transport engineering; Course (navigation); Forensic 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001699925,0.0001943116,0.0002440854,0.00008535797,0.000126666,0.00005959878,0.0003755891,0.00009165028,0.001059494],"category_scores_gemma":[0.0004420057,0.0001934299,0.0000372083,0.0002829313,0.00003528651,0.001742323,0.00002361705,0.000180302,0.0007832163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008912833,"about_ca_system_score_gemma":0.00004077899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000188734,"about_ca_topic_score_gemma":0.00003240843,"domain_scores_codex":[0.9984637,0.0002264231,0.0003891519,0.0002222234,0.0004501521,0.0002483655],"domain_scores_gemma":[0.9981108,0.001133944,0.0001439457,0.0004351664,0.0001180693,0.00005803446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002939069,0.002583764,0.02229432,0.0006085271,0.001181965,0.00001270949,0.001367919,0.2034542,0.02271125,0.0005418151,0.04701469,0.6952899],"study_design_scores_gemma":[0.001045491,0.0004610815,0.5100124,0.0003085794,0.0003333028,0.0000108381,0.0001955436,0.09146294,0.3468398,0.00002008232,0.0485287,0.0007811993],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9387462,0.0001102215,0.0000311817,0.000175032,0.000344582,0.0003681929,0.00002630468,0.0001956999,0.06000261],"genre_scores_gemma":[0.9970236,0.001079028,0.001136934,0.00006067024,0.00005356484,0.00006949943,0.00002472443,0.00004316088,0.0005087563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6945086,"threshold_uncertainty_score":0.9999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02948628608855857,"score_gpt":0.2864447745539221,"score_spread":0.2569584884653636,"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."}}