{"id":"W2335143231","doi":"10.1520/gtj102925","title":"Liquefaction Study of Heterogeneous Sand: Centrifuge","year":2010,"lang":"en","type":"article","venue":"Geotechnical Testing Journal","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Centrifuge; Geotechnical engineering; Liquefaction; Geology; Pore water pressure; Homogeneous; Soil liquefaction; Relative density; Materials science","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":[0.0002006924,0.0002431478,0.0002934478,0.0003519075,0.0002941705,0.0002324868,0.0003003479,0.000228952,0.0006215909],"category_scores_gemma":[0.0002924189,0.0001224998,0.0001650598,0.0003368335,0.0002911224,0.0001693383,0.0002426376,0.0002336082,0.00007532165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002400088,"about_ca_system_score_gemma":0.0001573083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003590266,"about_ca_topic_score_gemma":0.003381454,"domain_scores_codex":[0.9998145,0.00002268012,0.00001318773,0.00003044539,0.00007635802,0.00004279863],"domain_scores_gemma":[0.9997775,0.00005028946,0.00004949577,0.00002238331,0.0000598626,0.00004050251],"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":[0.0003835054,0.0001871098,0.009146107,0.00005584386,0.0000251094,0.0005827216,0.0002312521,0.008384064,0.9729754,0.0002228641,0.0001004034,0.007705615],"study_design_scores_gemma":[0.00004761062,0.002084965,0.04361795,0.00001037164,0.00005282227,0.0003435132,0.000354981,0.05006997,0.9024137,0.00008809301,0.0008860085,0.00002997617],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987713,0.00003000296,0.0009737866,0.000004809184,0.000001408142,0.000005006143,0.00002449074,0.000009661195,0.0001795172],"genre_scores_gemma":[0.9993382,0.00002844324,0.0004253027,0.000002702477,0.000001034122,0.000002322265,0.00002953085,0.000001556282,0.0001708617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003590266,"threshold_uncertainty_score":0.007138729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321447606179034,"score_gpt":0.2281433476368543,"score_spread":0.2149288715750639,"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."}}