{"id":"W567082281","doi":"","title":"PAVEMENT DEGRADATION : HOW OTHER CITIES ARE DEALING WITH IT","year":2002,"lang":"en","type":"article","venue":"THE APWA REPORTER","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forensic engineering; Transport engineering; Asphalt pavement; Civil engineering; Engineering; Asphalt; Aggregate (composite); Environmental science; Geography; Archaeology","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":[0.0030978,0.0005856759,0.0005720837,0.002490743,0.009126332,0.0199541,0.001793287,0.003401219,0.01261627],"category_scores_gemma":[0.008744569,0.0004304847,0.0007413067,0.006038586,0.004630327,0.009433798,0.005070327,0.003110463,0.002725457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009860302,"about_ca_system_score_gemma":0.009199616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1533021,"about_ca_topic_score_gemma":0.1973496,"domain_scores_codex":[0.9939896,0.001715156,0.0002514185,0.0006321059,0.002024737,0.001387059],"domain_scores_gemma":[0.9934796,0.0006100006,0.000882692,0.0005537511,0.0030817,0.001392244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000263888,0.0005353498,0.1533402,0.00118916,0.0002392358,0.002739374,0.1023627,0.002165924,0.00279169,0.03799027,0.2033465,0.4930357],"study_design_scores_gemma":[0.00002309329,0.0001702972,0.09504737,0.0004356709,0.0001340045,0.001198855,0.1283942,0.0005924893,0.001265543,0.004704064,0.7678578,0.0001765169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3622443,0.01756918,0.006444573,0.168863,0.001539322,0.0001810479,0.0009061679,0.001133306,0.441119],"genre_scores_gemma":[0.8592485,0.01739235,0.004870204,0.01638694,0.0005731451,0.0001006513,0.0009008878,0.0005601769,0.09996714],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1533021,"threshold_uncertainty_score":0.3048196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04488898874903215,"score_gpt":0.2206687353123485,"score_spread":0.1757797465633164,"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."}}