{"id":"W2470193849","doi":"","title":"Application of Discrete Fracture Networks (DFN) In the Stability Analysis of Delabole Slate Quarry, Cornwall, UK","year":2016,"lang":"en","type":"article","venue":"Open Research Exeter (University of Exeter)","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Geology; Fracture (geology); Stability (learning theory); Computer science; Geotechnical engineering","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":[0.001557228,0.00009842714,0.0003425645,0.0002841373,0.0000806887,0.00001904213,0.001144492,0.0001056335,0.0001458726],"category_scores_gemma":[0.00002039682,0.00007510775,0.0001255244,0.0008457947,0.00007888552,0.0002613279,0.0003466612,0.0002141228,0.00000217717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000607896,"about_ca_system_score_gemma":0.00002673024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733995,"about_ca_topic_score_gemma":0.001587972,"domain_scores_codex":[0.9987059,0.0001921068,0.0002217862,0.0002404144,0.0003727659,0.0002670275],"domain_scores_gemma":[0.9987277,0.0002529028,0.00009004254,0.0006699734,0.0002016728,0.00005766367],"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":[0.002025759,0.0005826968,0.03760827,0.0006156799,0.003014068,0.00003307946,0.03055177,0.5775148,0.2579407,0.005027322,0.002186027,0.08289978],"study_design_scores_gemma":[0.0009748988,0.0001734792,0.01984524,0.0001287594,0.0001723813,3.801568e-7,0.003489194,0.9694711,0.003340275,0.0011655,0.001012058,0.0002267402],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6438106,0.00007096006,0.3547026,0.0001785709,0.00001419563,0.0004349666,0.00004837195,0.000006905375,0.0007328471],"genre_scores_gemma":[0.9990222,0.0001956886,0.0007059432,0.0000064099,0.000007030913,0.00000294733,0.00001756139,0.000009274179,0.00003289831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3919563,"threshold_uncertainty_score":0.3062805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0433604635533627,"score_gpt":0.291472945814608,"score_spread":0.2481124822612453,"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."}}