{"id":"W2954852929","doi":"10.1520/jte20180921","title":"Assessment of Pavement Response during Spring Thaw Using Heavy Vehicle Simulator Testing","year":2019,"lang":"en","type":"article","venue":"Journal of Testing and Evaluation","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Subgrade; Spring (device); Geotechnical engineering; Environmental science; Asphalt pavement; Engineering; Structural engineering; Asphalt; 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":[0.0003853998,0.0005167521,0.0003362593,0.0003332978,0.0002909573,0.0002338879,0.0004041134,0.0003974633,0.001647355],"category_scores_gemma":[0.000557181,0.0001969992,0.0003126662,0.0001396606,0.0002930072,0.0001736123,0.0003789365,0.0003107915,0.000206578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002521906,"about_ca_system_score_gemma":0.0002379672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002485367,"about_ca_topic_score_gemma":0.004490275,"domain_scores_codex":[0.9996841,0.0000555121,0.00001644569,0.00006136588,0.0001121767,0.00007043347],"domain_scores_gemma":[0.999437,0.0001426925,0.00007978927,0.00007686442,0.0001577802,0.0001058643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001004128,0.0004106264,0.03128443,0.00004764447,0.00003294286,0.0002028739,0.0004551909,0.007812821,0.9517294,0.00003511177,0.00006476595,0.006920228],"study_design_scores_gemma":[0.00006778572,0.01388506,0.2889751,0.00001177429,0.00007726312,0.0001984848,0.0008991466,0.02253981,0.6722719,0.00008918095,0.000934714,0.00004977064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990205,0.000006717778,0.000780635,0.000002034292,0.000001603022,0.00001544015,0.00003945837,0.00001777796,0.0001159992],"genre_scores_gemma":[0.9992701,0.000008688364,0.0004095227,0.000003666377,9.066918e-7,0.00000955022,0.00006763256,0.000004105087,0.000225717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002485367,"threshold_uncertainty_score":0.005510926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1479368714935845,"score_gpt":0.3496474264157801,"score_spread":0.2017105549221956,"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."}}