{"id":"W2904510095","doi":"","title":"On Modeling Rock Slope Stability Problems using XFEM","year":2018,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Rocscience (Canada)","funders":"","keywords":"Stability (learning theory); Geology; Slope stability; Geotechnical engineering; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001159147,0.0001227145,0.0001389857,0.00006185891,0.00004924414,0.00002346459,0.00009846493,0.00006837461,0.0002798763],"category_scores_gemma":[0.00002974281,0.0001072123,0.0000627997,0.0002258841,0.000008470961,0.00005639314,0.00002187302,0.0001339796,0.0001013913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005475942,"about_ca_system_score_gemma":0.000005250228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003911284,"about_ca_topic_score_gemma":0.000007775767,"domain_scores_codex":[0.9993157,0.000005774497,0.0001738108,0.0001605738,0.0001184795,0.0002256255],"domain_scores_gemma":[0.999608,0.00001610637,0.000006904853,0.0002557227,0.00004266905,0.00007054154],"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":[8.597398e-7,0.000009112112,0.000005138213,0.00002163873,0.0000159267,2.405684e-7,0.00002493088,0.9943847,0.004982224,0.0001365792,0.00002681269,0.0003918411],"study_design_scores_gemma":[0.00006161353,0.00002331115,0.000003769215,0.00002418393,0.00001224955,7.274942e-7,0.00001252662,0.9963788,0.002778202,0.0004520727,0.0001103217,0.0001422337],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2494183,0.00002298274,0.7450106,0.00001377765,0.00007616698,0.00004510206,0.000001041939,0.0006301295,0.004781844],"genre_scores_gemma":[0.9965528,0.000004100024,0.003263942,0.00001824193,0.0000761632,0.000003249887,0.000001316009,0.00002430937,0.00005586237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7471344,"threshold_uncertainty_score":0.4371991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02792180185207851,"score_gpt":0.2153457947053322,"score_spread":0.1874239928532536,"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."}}