{"id":"W1997756566","doi":"10.3141/2456-12","title":"Sensitivity Analysis of Field-to-Laboratory Subgrade Conversion Factors with AASHTOWare Pavement ME Design","year":2014,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Transportation of Ontario; Stantec (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère des Transports","keywords":"Subgrade; Falling weight deflectometer; Geotechnical engineering; Modulus; Environmental science; Engineering; Civil engineering; Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004257709,0.0008271151,0.0004537237,0.0008313317,0.000287151,0.00052554,0.000650602,0.0004861305,0.001376077],"category_scores_gemma":[0.008719805,0.000470664,0.001113391,0.0007585125,0.0003348629,0.000398263,0.0004452,0.0006373829,0.00008228346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002054211,"about_ca_system_score_gemma":0.001123964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03497376,"about_ca_topic_score_gemma":0.02480206,"domain_scores_codex":[0.9978235,0.001079272,0.00008286,0.0002536827,0.0005736277,0.0001871226],"domain_scores_gemma":[0.9893398,0.008943507,0.0003938533,0.0005436253,0.0007273568,0.00005198762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002041881,0.00006978204,0.01301675,0.00006297703,0.00009599864,0.0000557638,0.00003672279,0.9759378,0.003205275,0.0003801881,0.0002056175,0.006728915],"study_design_scores_gemma":[0.00004698107,0.0006220604,0.026189,0.00001718182,0.0001040166,0.00004861514,0.0001063113,0.9601385,0.01088348,0.0005168798,0.001286957,0.00003997897],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455532,0.0001208676,0.04918791,0.00005720452,0.0000148515,0.0002344866,0.001074576,0.000209953,0.003546753],"genre_scores_gemma":[0.9894575,0.00002532959,0.009510012,0.00001029446,0.000001699424,0.00008445942,0.0004231889,0.00001311415,0.0004743836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03497376,"threshold_uncertainty_score":0.06954038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06722323913652832,"score_gpt":0.3385873655043307,"score_spread":0.2713641263678023,"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."}}