{"id":"W2620911978","doi":"10.1061/9780784480694.005","title":"Future Directions in Reliability-Based Geotechnical Design","year":2017,"lang":"en","type":"article","venue":"Geo-Risk 2017","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Probabilistic logic; Reliability (semiconductor); Geotechnical engineering; Geotechnical investigation; Civil engineering; Probabilistic analysis of algorithms; Engineering; Reliability engineering; Computer science; Artificial intelligence","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":[0.01593393,0.001366494,0.001239902,0.002406463,0.0009236434,0.003854197,0.004061019,0.00598769,0.02337142],"category_scores_gemma":[0.01681745,0.0005854481,0.001128176,0.002275788,0.002589113,0.008007796,0.00255216,0.003823377,0.006265997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00230916,"about_ca_system_score_gemma":0.005232687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002835804,"about_ca_topic_score_gemma":0.0034967,"domain_scores_codex":[0.9951718,0.002040205,0.0003289281,0.0003813569,0.001833038,0.000244654],"domain_scores_gemma":[0.9755023,0.01239293,0.001090944,0.001798817,0.008223264,0.0009917754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001205337,0.0005703872,0.001583035,0.002581116,0.00006450694,0.0001742723,0.0004178801,0.05090429,0.001742652,0.3185243,0.03669978,0.5866171],"study_design_scores_gemma":[0.000068972,0.0004671464,0.001249043,0.002473549,0.00006422892,0.000340327,0.001198082,0.07301474,0.001702422,0.5540763,0.3652121,0.0001331083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.007051202,0.2004419,0.5656019,0.1563848,0.00398597,0.0003001514,0.0004349268,0.002186576,0.06361255],"genre_scores_gemma":[0.1116428,0.251942,0.5959282,0.01092854,0.003836748,0.0007294646,0.000948875,0.0003999782,0.02364342],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02337142,"threshold_uncertainty_score":0.08426768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096629252310514,"score_gpt":0.2269880042630463,"score_spread":0.2160217117399412,"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."}}