{"id":"W2620870055","doi":"10.1061/9780784480700.045","title":"Probabilistic Design of Slopes in Normally Consolidated Clays","year":2017,"lang":"en","type":"article","venue":"Geo-Risk 2017","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Probabilistic logic; Geology; Geotechnical engineering; Computer science; Reliability engineering; Engineering; 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":[0.001213053,0.0004512044,0.0004759943,0.0006062369,0.0001835336,0.0006019277,0.0007605249,0.0004895502,0.001169417],"category_scores_gemma":[0.003320972,0.0005916181,0.0004836787,0.0003272837,0.0006223954,0.0003595064,0.0006036303,0.0002816624,0.0001746136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000541133,"about_ca_system_score_gemma":0.0005659965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001649754,"about_ca_topic_score_gemma":0.00152681,"domain_scores_codex":[0.9991811,0.000328665,0.00003879748,0.0001341049,0.0002355428,0.00008186745],"domain_scores_gemma":[0.9983644,0.0008107673,0.0004259971,0.0001050448,0.0002309865,0.00006280681],"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":[0.00006223453,0.00000978634,0.001180373,0.00003059032,0.0000125468,0.00003793827,0.00002251372,0.9869822,0.003435319,0.001516482,0.00003762301,0.006672312],"study_design_scores_gemma":[0.000005379672,0.0001004091,0.0007812305,0.000004711712,0.000009819247,0.00002477868,0.00001030226,0.9962648,0.001445493,0.001167962,0.0001789344,0.000006249426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3083146,0.0002203324,0.6880636,0.00005022648,0.00001150424,0.00007579772,0.0001057642,0.0002878481,0.002870399],"genre_scores_gemma":[0.9793004,0.00006532318,0.01993627,0.000006139135,0.000003442633,0.00004611457,0.00004001287,0.00001997899,0.0005823718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001649754,"threshold_uncertainty_score":0.006415367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633215104343726,"score_gpt":0.2208388768847862,"score_spread":0.2045067258413489,"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."}}