{"id":"W2515877192","doi":"10.3141/2579-10","title":"Effects of Seasonal Variation on the Load-Bearing Capacity of Pavements Composed of Insulation Layers","year":2016,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Falling weight deflectometer; Subgrade; Geotechnical engineering; Bearing capacity; Modulus; Environmental science; Penetration test; Penetration (warfare); Moisture; Materials science; Composite material; Geology; Engineering","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":[0.0001881177,0.0002364402,0.0001841909,0.0002842845,0.000200732,0.0002886051,0.0002461477,0.000124624,0.0004442789],"category_scores_gemma":[0.0002824482,0.0001079599,0.0001732157,0.0002507891,0.000226975,0.0001867519,0.0001848246,0.0001537826,0.00009409187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004625879,"about_ca_system_score_gemma":0.000266504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02171947,"about_ca_topic_score_gemma":0.0451435,"domain_scores_codex":[0.9998424,0.0000114649,0.000007724778,0.00004597574,0.00005026808,0.0000420931],"domain_scores_gemma":[0.9997153,0.00004453512,0.00007539239,0.00002703408,0.00009263292,0.00004505364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005517403,0.0001170264,0.2757604,0.00006074291,0.00008321851,0.0002561275,0.000320267,0.00264306,0.7057453,0.00003319694,0.00008278253,0.01434607],"study_design_scores_gemma":[0.000001635783,0.0001237175,0.9755662,0.000001666686,0.00001965689,0.0000385858,0.0001314623,0.001165364,0.02279788,0.000007393954,0.0001405163,0.000005974288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996465,0.0000249047,0.0001239455,0.00000196128,8.758673e-7,0.000001881341,0.00005363442,0.000006166479,0.0001401335],"genre_scores_gemma":[0.9996314,0.0000199311,0.0001275516,0.000003426649,6.065233e-7,0.000001628883,0.0000873371,0.000003271363,0.0001248915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02171947,"threshold_uncertainty_score":0.04318607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05004978309455602,"score_gpt":0.2981428021989757,"score_spread":0.2480930191044197,"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."}}