{"id":"W4240620431","doi":"10.22215/etd/2015-11017","title":"Evaluation of the AASHTO Mechanistic Empirical Pavement Design Guide: an experimental and analytical investigation of the performance of flexible roads","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rut; Asphalt; Sensitivity (control systems); Modulus; Geotechnical engineering; Truck; Dynamic modulus; Structural engineering; Environmental science; Engineering; Deformation (meteorology); Vulnerability (computing); Materials science; Computer science; Composite material; Automotive engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003511358,0.001218651,0.0005001814,0.001217606,0.0003287607,0.0006927879,0.001774852,0.0008491926,0.002247508],"category_scores_gemma":[0.003496369,0.0004396197,0.0004289972,0.0007001701,0.0003267207,0.0007384346,0.0005076854,0.0004871652,0.0007158936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008381635,"about_ca_system_score_gemma":0.000937907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002331566,"about_ca_topic_score_gemma":0.005952164,"domain_scores_codex":[0.9984189,0.0003097953,0.0001078402,0.000129687,0.0009563422,0.00007737095],"domain_scores_gemma":[0.997856,0.0005751523,0.0001906541,0.000475257,0.0008500204,0.0000529022],"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":[0.0008365192,0.001294293,0.01964097,0.0009507387,0.00006856602,0.000331236,0.0004650849,0.4205917,0.3255399,0.003941922,0.004071532,0.2222676],"study_design_scores_gemma":[0.0001287679,0.005701743,0.03836794,0.0001207261,0.00009222212,0.0003728526,0.0002805732,0.6499804,0.2821041,0.001078987,0.02161966,0.0001519858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7750684,0.000520252,0.2008639,0.0001785741,0.00005343726,0.001289425,0.003266017,0.002692764,0.01606727],"genre_scores_gemma":[0.8888636,0.0002847565,0.1043816,0.00004443018,0.000006156997,0.0006485162,0.001113912,0.0002241206,0.004432933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003511358,"threshold_uncertainty_score":0.01857007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170848988301893,"score_gpt":0.3724368726628881,"score_spread":0.2553519738326989,"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."}}