{"id":"W3141387439","doi":"","title":"Stochastic Slope Stability Analysis Accounting for Heterogeneity in Rock Mass","year":2020,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mitacs; University of Toronto","keywords":"Stability (learning theory); Geology; Econometrics; Economics; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001725421,0.000316507,0.0006989207,0.0003060543,0.00003477837,0.00004740585,0.00021774,0.000285551,0.00007440756],"category_scores_gemma":[0.0002661179,0.0003547049,0.0004252515,0.001198172,0.000003843325,0.00004475878,0.00001262751,0.000404559,0.00001592915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293385,"about_ca_system_score_gemma":0.00002169261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006172329,"about_ca_topic_score_gemma":0.0004869279,"domain_scores_codex":[0.9987008,0.00001383723,0.0003684037,0.0003916069,0.0001930985,0.0003322289],"domain_scores_gemma":[0.999361,0.0001203369,0.00006640096,0.0003135078,0.0000614462,0.00007728447],"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":[0.00001264556,0.00000932608,0.00006319059,0.000453324,0.0004806341,0.00000135695,0.000340172,0.9950007,0.003265406,0.000008694771,0.00002646782,0.0003381011],"study_design_scores_gemma":[0.0001204973,0.0000123206,0.001101014,0.00005620034,0.000887738,8.443783e-8,0.0004929341,0.994691,0.00206111,0.00003032171,0.0001726028,0.0003742249],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2835774,0.0005949941,0.7141266,0.00005411747,0.0002353903,0.0003677625,0.00003676777,0.0006002945,0.0004066559],"genre_scores_gemma":[0.9978341,0.00001660847,0.001135369,0.000006346658,0.00006558454,0.0001054929,0.0005638494,0.00006528862,0.000207345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7142568,"threshold_uncertainty_score":0.9998905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488867739530671,"score_gpt":0.2742865754588193,"score_spread":0.2593978980635127,"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."}}