{"id":"W2036033728","doi":"10.1139/t03-088","title":"Numerical modeling of liquefaction and comparison with centrifuge tests","year":2004,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Centrifuge; Liquefaction; Geotechnical engineering; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003895693,0.000541527,0.0004165866,0.0005569981,0.0003426807,0.0006506816,0.0007636641,0.0009394636,0.001654275],"category_scores_gemma":[0.002071408,0.0002218955,0.0003446982,0.000556785,0.0005798839,0.0004518606,0.0003546294,0.0004003719,0.0003248023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008398247,"about_ca_system_score_gemma":0.0007129992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0133357,"about_ca_topic_score_gemma":0.005562144,"domain_scores_codex":[0.9997519,0.00004630193,0.00002302112,0.00002671444,0.0001195489,0.00003261201],"domain_scores_gemma":[0.9993624,0.0002868524,0.00008234739,0.00007939243,0.0001621596,0.00002693448],"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":[0.00005487888,0.00002974871,0.001409747,0.00002477993,0.000004226574,0.00006210859,0.000048568,0.9819245,0.007572091,0.001653812,0.0001326285,0.007082836],"study_design_scores_gemma":[0.000003910971,0.00002440265,0.0003803143,0.000002732316,0.000002164887,0.00001200051,0.000009436326,0.9969968,0.002140553,0.0001674725,0.0002557545,0.000004482343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.717793,0.0005751948,0.2531127,0.0004015046,0.00008651615,0.0001942756,0.0006785193,0.001043444,0.02611489],"genre_scores_gemma":[0.9802812,0.0002779356,0.01656207,0.00002436708,0.000007829323,0.00009749043,0.000196281,0.00004108137,0.002511709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0133357,"threshold_uncertainty_score":0.02651614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009500543033822865,"score_gpt":0.1993617856638861,"score_spread":0.1898612426300633,"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."}}