{"id":"W3092532291","doi":"10.3390/app10196977","title":"Fragmented Rockfall Volume Distribution from Photogrammetry-Based Structural Mapping and Discrete Fracture Networks","year":2020,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Klohn Crippen Berger (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rockfall; Photogrammetry; Geology; Classification of discontinuities; Block (permutation group theory); Landslide; Seismology; Geometry; Mathematics; Remote sensing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004695669,0.0003073478,0.0002259498,0.001906731,0.0002493416,0.0008345363,0.0006109273,0.0003352309,0.001030029],"category_scores_gemma":[0.002980995,0.0002244968,0.0002540142,0.001684039,0.000580581,0.000770791,0.0004793477,0.0002949071,0.0001500074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515909,"about_ca_system_score_gemma":0.0009507263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07464803,"about_ca_topic_score_gemma":0.1310309,"domain_scores_codex":[0.9996816,0.00007129617,0.00001301581,0.0000881284,0.0001211005,0.00002498653],"domain_scores_gemma":[0.9991417,0.0003715573,0.0001857947,0.0001213684,0.0001414804,0.0000380228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001068481,0.00003646371,0.05223534,0.0001296959,0.00005447781,0.00009044224,0.0002407859,0.8460558,0.006126735,0.004818023,0.0004140594,0.0896913],"study_design_scores_gemma":[0.000005762276,0.00001238204,0.02917861,0.0000217132,0.000007218187,0.00005451388,0.000100108,0.9652231,0.001458482,0.003293854,0.0006246946,0.0000195646],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6243301,0.0002258265,0.3679365,0.0001520148,0.00001022668,0.0001069312,0.001647545,0.0005275516,0.005063281],"genre_scores_gemma":[0.9479586,0.00008040333,0.05094095,0.000007555329,0.000003744117,0.00002937837,0.0006083483,0.0000301484,0.0003409355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07464803,"threshold_uncertainty_score":0.1484271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00751762375200629,"score_gpt":0.1984827341450604,"score_spread":0.1909651103930541,"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."}}