{"id":"W3026227965","doi":"10.1007/s00603-020-02109-z","title":"Spatial Variability and Time Decay of Rock Mass Mechanical Parameters: A Landslide Study in the Dagushan Open-Pit Mine","year":2020,"lang":"en","type":"article","venue":"Rock Mechanics and Rock Engineering","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Rock mass classification; Landslide; Geology; Geological Strength Index; Open-pit mining; Spatial variability; Geotechnical engineering; Slope stability; Slip (aerodynamics); Geostatistics; Mining engineering; Engineering; Mathematics","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":[0.000531705,0.0002011013,0.000339688,0.00002583143,0.00008952986,0.00005811958,0.0003759239,0.0001146418,0.0001121281],"category_scores_gemma":[0.000102866,0.0001353138,0.00004010195,0.0002310371,9.99152e-7,0.0001206755,0.0006584713,0.0002590058,0.00001109818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002922493,"about_ca_system_score_gemma":0.000008326188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001738353,"about_ca_topic_score_gemma":0.00003196142,"domain_scores_codex":[0.9986806,0.00007693017,0.0003300397,0.000403959,0.0002519493,0.0002565244],"domain_scores_gemma":[0.9994331,0.000150398,0.00006714556,0.0002206223,0.000007328911,0.0001213901],"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":[0.0003951776,0.0007363431,0.01334388,0.0001967388,0.0002220063,0.0001153828,0.007059323,0.9344359,0.03922283,0.002552803,0.0002059926,0.001513596],"study_design_scores_gemma":[0.0008721275,0.0005019352,0.0009007687,0.00003254721,0.0000538878,0.00001273478,0.0002543535,0.9958866,0.0006328366,0.0003349909,0.0003070121,0.000210261],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.616299,0.00008777528,0.3818051,0.0004250449,0.0001014908,0.001086646,0.0000207901,0.00004381874,0.0001302535],"genre_scores_gemma":[0.999126,0.00004141316,0.0006736878,0.00007293512,0.00002548456,0.00002139817,0.000003796053,0.00001891149,0.00001632784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.382827,"threshold_uncertainty_score":0.5517938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031484801354976,"score_gpt":0.2078118307289001,"score_spread":0.1974969827153503,"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."}}