{"id":"W2150634300","doi":"10.1680/gein.2008.15.2.72","title":"Compaction effects on strains within profiled thermoplastic pipes","year":2008,"lang":"en","type":"article","venue":"Geosynthetics International","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"High-density polyethylene; Geotechnical engineering; Compaction; Materials science; Bending; Thermoplastic; Geosynthetics; Polyethylene; Geogrid; Composite material; Geology; Reinforcement","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004232606,0.0001466132,0.0001092088,0.00009756115,0.00006208468,0.00002164451,0.0001551442,0.00008084672,0.00008496786],"category_scores_gemma":[0.00008152682,0.0001330404,0.00005331407,0.00005614004,0.00003425601,0.0000433524,0.00001254229,0.0002415778,0.0000577616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007256118,"about_ca_system_score_gemma":0.000009449624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003573972,"about_ca_topic_score_gemma":0.000003129583,"domain_scores_codex":[0.9993033,0.0000103004,0.0001503405,0.0001277426,0.0002522015,0.0001561402],"domain_scores_gemma":[0.99968,0.00008266872,0.00002232728,0.0001293152,0.00002965321,0.00005605805],"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":[0.00001798429,0.00004275489,0.00008704505,0.00003954522,0.00009400926,0.00003109432,0.0002339327,0.9687135,0.01318207,0.01315329,0.0007855355,0.003619264],"study_design_scores_gemma":[0.001059526,0.0002280581,0.04084391,0.0002013263,0.00003254789,0.000326546,0.00004596285,0.8874934,0.05629376,0.005687763,0.00704133,0.00074586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421406,0.0000313229,0.03694529,0.0001383915,0.002934576,0.0001332438,0.00002491377,0.0007478113,0.01690386],"genre_scores_gemma":[0.9986832,0.00001708088,0.0007467476,0.00003402013,0.0002073104,0.00001251794,0.000017482,0.00002625077,0.0002553511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08122008,"threshold_uncertainty_score":0.5425232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008996343575014174,"score_gpt":0.2025626564581582,"score_spread":0.193566312883144,"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."}}