{"id":"W2998257112","doi":"10.1155/2019/9646091","title":"Interlayer Working Conditions Classification and Treatment Measures of Airport Asphalt Pavement Overlay","year":2019,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphalt; Overlay; Geotechnical engineering; Rut; Asphalt pavement; Asphalt concrete; Service life; Environmental science; Materials science; Engineering; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001876158,0.0001155275,0.0002076357,0.0001509832,0.00002377329,0.000008026997,0.00004591368,0.00004201438,0.00005537838],"category_scores_gemma":[0.000003768934,0.0001049972,0.00006633206,0.0001076377,0.00001621846,0.0004809736,6.952319e-7,0.00007964327,0.000003061984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460127,"about_ca_system_score_gemma":0.00003019177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001570089,"about_ca_topic_score_gemma":0.00002450059,"domain_scores_codex":[0.9988918,0.00001344628,0.0006093286,0.00008544646,0.0002986141,0.0001014088],"domain_scores_gemma":[0.9993293,0.00003052283,0.000354299,0.00009240432,0.0001487884,0.00004469053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001089723,0.0001115575,0.0978365,0.0001233865,0.0002296025,0.000003212702,0.00320714,0.5476678,0.2994658,0.0004883393,0.00003402416,0.05072368],"study_design_scores_gemma":[0.002150694,0.000583895,0.9468877,0.0002923505,0.0001510045,0.000004384875,0.00123479,0.005613205,0.0410619,0.000207833,0.001655721,0.0001564927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941488,0.000333591,0.004534536,0.0000379954,0.0004607571,0.0002648721,0.00000745039,0.00002086222,0.000191149],"genre_scores_gemma":[0.997445,0.0006623599,0.001735595,0.00000954085,0.00004853599,0.00001143987,0.00004525328,0.00001610394,0.00002613487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8490512,"threshold_uncertainty_score":0.4281662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03311933148783799,"score_gpt":0.2726484515727323,"score_spread":0.2395291200848943,"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."}}