{"id":"W2158257514","doi":"10.1520/stp14763s","title":"Variations in Backcalculated Pavement Layer Moduli in LTPP Seasonal Monitoring Sites","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006783166,0.0003704429,0.0003506946,0.0002954649,0.00002128404,0.00004054594,0.0001517368,0.0004777907,0.001067579],"category_scores_gemma":[0.000006495257,0.0003854238,0.00009590178,0.00008883413,0.000013433,0.0000640574,0.00002884716,0.000693901,0.00006423349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477581,"about_ca_system_score_gemma":0.00001748805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006308124,"about_ca_topic_score_gemma":0.00008869906,"domain_scores_codex":[0.9987494,0.000005569073,0.0004064375,0.0002802485,0.0002288433,0.0003294376],"domain_scores_gemma":[0.9995743,0.00005047004,0.00002015873,0.0002522895,0.00001600396,0.00008674815],"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":[0.000003186663,0.00001121011,0.0001137936,0.00005596145,0.00005983522,0.0000310699,0.00003535036,0.9615188,0.0004273162,0.0350906,0.0001437175,0.002509116],"study_design_scores_gemma":[0.002043201,0.00008243486,0.02667772,0.00139335,0.00009674387,0.00002484269,0.00001804089,0.7855673,0.0006765531,0.09731274,0.08297458,0.003132469],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0174135,0.002265396,0.009195033,0.0001533517,0.001017581,0.0007443512,0.00007167738,0.001809965,0.9673291],"genre_scores_gemma":[0.9606742,0.0004087303,0.001514731,0.00001565977,0.0001771916,0.00002213289,0.00006860326,0.000103297,0.03701551],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9432607,"threshold_uncertainty_score":0.9998598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404205853437615,"score_gpt":0.2090341551181228,"score_spread":0.1949920965837466,"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."}}