{"id":"W3123275610","doi":"10.1201/9780429024993","title":"Model Uncertainties in Foundation Design","year":2021,"lang":"en","type":"book","venue":"","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Computer science; Geography; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001676368,0.0006662288,0.0006419754,0.001114096,0.0004285719,0.002976599,0.001035317,0.001244843,0.003510566],"category_scores_gemma":[0.007002897,0.0005366317,0.0006727125,0.001567672,0.0009452548,0.002021594,0.0009367963,0.001054475,0.001246028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001825036,"about_ca_system_score_gemma":0.001190915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004732599,"about_ca_topic_score_gemma":0.003732206,"domain_scores_codex":[0.9981035,0.0004615605,0.00008160448,0.0002499106,0.00102607,0.00007729857],"domain_scores_gemma":[0.9981389,0.001066677,0.000153583,0.0002880741,0.0003258899,0.00002678299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002847973,0.00001377012,0.001100676,0.0001634696,0.00002492838,0.00007889269,0.0001260443,0.6895768,0.0008565931,0.1945222,0.01060575,0.1029024],"study_design_scores_gemma":[0.000008592536,0.00007904066,0.00194723,0.0003496373,0.00003549342,0.0002553877,0.0001809476,0.5216076,0.002292603,0.324912,0.1482541,0.00007738794],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02106384,0.006460505,0.8492506,0.001586333,0.0003179996,0.00005135768,0.001910454,0.0007563882,0.1186025],"genre_scores_gemma":[0.7904289,0.01335364,0.1325848,0.0004881745,0.0002956098,0.0002724472,0.003723544,0.0006486514,0.05820435],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004732599,"threshold_uncertainty_score":0.01324159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02418528715072348,"score_gpt":0.2027384536398558,"score_spread":0.1785531664891323,"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."}}