{"id":"W824122793","doi":"","title":"Implementation of the Mechanistic-Empirical Design Guide for Canadian Municipal Pavements","year":2006,"lang":"en","type":"article","venue":"10TH INTERNATIONAL CONFERENCE ON ASPHALT PAVEMENTS - AUGUST 12 TO 17, 2006, QUEBEC CITY, CANADA","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transport engineering; Civil engineering; Engineering; Empirical research; Rut; Fatigue cracking; Geography; Asphalt; Cartography","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":[0.006829571,0.001297362,0.000557538,0.001939062,0.002234306,0.002056377,0.00344973,0.001045926,0.006124586],"category_scores_gemma":[0.01179276,0.000959869,0.000584042,0.001833954,0.001431327,0.000876991,0.001263301,0.001276135,0.002158611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02148516,"about_ca_system_score_gemma":0.04963106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6965638,"about_ca_topic_score_gemma":0.8652209,"domain_scores_codex":[0.9911637,0.0009810498,0.0004105677,0.0003805266,0.006554372,0.0005097494],"domain_scores_gemma":[0.9917013,0.0005777517,0.0003076214,0.001023686,0.006206316,0.0001833514],"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":[0.0001898007,0.0002871117,0.008546575,0.0007079202,0.00003736618,0.0003772882,0.003774986,0.2362101,0.0323861,0.09590226,0.06860934,0.5529711],"study_design_scores_gemma":[0.0001182128,0.0003533644,0.02020621,0.0004185542,0.0000526607,0.0003734728,0.001556726,0.1238693,0.02566001,0.008898341,0.8181781,0.0003150775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02846312,0.0004524808,0.8895876,0.001100116,0.0001382549,0.00611835,0.004811085,0.005511125,0.06381781],"genre_scores_gemma":[0.1143854,0.0006904684,0.8453349,0.0002297365,0.0000167758,0.003161302,0.003124172,0.0007278334,0.03232941],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3034362,"threshold_uncertainty_score":0.6104463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06252043840274492,"score_gpt":0.325639212233884,"score_spread":0.2631187738311391,"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."}}