{"id":"W2334451404","doi":"10.1061/40971(310)66","title":"Comparison of Geotextile and Geogrid Reinforcement on Unpaved Road","year":2008,"lang":"en","type":"article","venue":"GeoCongress 2008","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Geotextile; Geogrid; Subgrade; Geosynthetics; Geotechnical engineering; Reinforcement; Drainage; Aggregate (composite); Engineering; Materials science; Structural engineering; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004476068,0.0003553416,0.0003277549,0.001286763,0.0002525525,0.0007803455,0.0009063938,0.0005805582,0.003225153],"category_scores_gemma":[0.001509538,0.0002192256,0.0003604684,0.0005428761,0.0003352536,0.0005907278,0.0004410868,0.0002140557,0.000678658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005884669,"about_ca_system_score_gemma":0.0004190801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002039515,"about_ca_topic_score_gemma":0.006277793,"domain_scores_codex":[0.9994286,0.0001257106,0.00003520228,0.00005505079,0.0002857955,0.00006967951],"domain_scores_gemma":[0.9992927,0.0001612766,0.00009594874,0.0001239364,0.0002485971,0.00007752705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002057736,0.0004840972,0.01246821,0.0008712017,0.0001698507,0.001077785,0.000255838,0.5490599,0.1457288,0.01403698,0.00142008,0.2723695],"study_design_scores_gemma":[0.0001416139,0.004653243,0.05571667,0.0001515657,0.0003255495,0.001355801,0.0007603647,0.6523325,0.2475616,0.004787892,0.03210419,0.0001090151],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290914,0.001240174,0.04560554,0.00005196136,0.00007521628,0.00009100702,0.0001478457,0.0003511169,0.02334572],"genre_scores_gemma":[0.9909032,0.0002405983,0.005921756,0.000006097419,0.000003180544,0.00001392164,0.0000711573,0.00002758859,0.002812406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003225153,"threshold_uncertainty_score":0.01078922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01862897653838167,"score_gpt":0.2426527076584608,"score_spread":0.2240237311200792,"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."}}