{"id":"W6976289957","doi":"10.60692/54cjg-x7250","title":"LEAP-2017: Comparison of the Type-B Numerical Simulations with Centrifuge Test Results","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Centrifuge; Displacement (psychology); Computer simulation; Numerical models; Set (abstract data type); Numerical analysis","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":[0.001329275,0.0008406234,0.0008559721,0.001151332,0.000716347,0.001210806,0.001141691,0.00160649,0.002521471],"category_scores_gemma":[0.004608436,0.0004069845,0.0007282666,0.001204324,0.0006008539,0.000831464,0.0006236112,0.0008332851,0.0006205246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008141443,"about_ca_system_score_gemma":0.00109182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01520678,"about_ca_topic_score_gemma":0.007822033,"domain_scores_codex":[0.9993125,0.0001632306,0.0000587145,0.00008594711,0.0002852042,0.00009444278],"domain_scores_gemma":[0.9968726,0.001591841,0.0002106667,0.0003725582,0.0008149682,0.0001373897],"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":[0.0002903104,0.0002621628,0.009085941,0.0001438294,0.00005595342,0.0001968231,0.0001258527,0.9669971,0.006119751,0.00171151,0.002449884,0.01256086],"study_design_scores_gemma":[0.00004237414,0.00009792779,0.003152446,0.00001729856,0.00000852855,0.00003687456,0.00007555822,0.9920148,0.003162561,0.000326168,0.001040952,0.00002453199],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9364924,0.0003172188,0.03038114,0.0004682573,0.0001865893,0.0001591032,0.002887974,0.00177457,0.02733279],"genre_scores_gemma":[0.9777815,0.0001313521,0.01794161,0.0001038895,0.00001789241,0.0002039769,0.00206312,0.0003550791,0.001401517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01520678,"threshold_uncertainty_score":0.03023654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813947967248947,"score_gpt":0.1945348352251483,"score_spread":0.1763953555526589,"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."}}