{"id":"W570092736","doi":"","title":"Characterizing the Soil Resilient Modulus for Typical Manitoba Soils","year":2009,"lang":"en","type":"article","venue":"2009 ANNUAL CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION IN A CLIMATE OF CHANGE","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Water content; Subgrade; Soil water; Geotechnical engineering; Compaction; Moisture; Modulus; Environmental science; Base course; Geology; Soil science; Materials science; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001478462,0.0002934017,0.0000986973,0.000603848,0.0003278358,0.0002604302,0.0002644808,0.000131709,0.0009411505],"category_scores_gemma":[0.0003108309,0.0001422535,0.0001485892,0.0008254054,0.0002193582,0.0002555202,0.0002010067,0.000120182,0.0001585683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393093,"about_ca_system_score_gemma":0.0008605029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1806117,"about_ca_topic_score_gemma":0.533486,"domain_scores_codex":[0.9999546,0.000004634438,0.000002334048,0.00001182362,0.00001398184,0.00001259346],"domain_scores_gemma":[0.9998653,0.00002965291,0.00003406921,0.00001330442,0.00004511286,0.00001253554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002518892,0.0001569507,0.7496648,0.0001707872,0.00007015674,0.000415955,0.001112262,0.04952168,0.1591341,0.001213711,0.0003260612,0.03796161],"study_design_scores_gemma":[0.00001119482,0.0002840297,0.9242207,0.0000219426,0.000055504,0.0002076981,0.001320754,0.03614284,0.0355918,0.0003261689,0.001785342,0.00003200381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971647,0.00003043657,0.001415437,0.000009051442,5.386819e-7,0.00001715089,0.0002656467,0.00001798008,0.00107903],"genre_scores_gemma":[0.9970968,0.00007999184,0.002037477,0.000004777371,3.927539e-7,0.0000167193,0.0002630775,0.000004241321,0.0004964628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8193883,"threshold_uncertainty_score":0.3591208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240597777555563,"score_gpt":0.2360397771738963,"score_spread":0.2119799994183401,"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."}}