{"id":"W2377426511","doi":"10.1016/j.enggeo.2016.05.001","title":"Improvements to field and remote sensing methods for mapping discontinuity persistence and intact rock bridges in rock slopes","year":2016,"lang":"en","type":"article","venue":"Engineering Geology","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rock mass classification; Discontinuity (linguistics); Classification of discontinuities; Geology; Geotechnical engineering; Instability","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002143648,0.0009931059,0.0006226057,0.002155885,0.0004435289,0.001220886,0.001600783,0.0008947401,0.004396968],"category_scores_gemma":[0.006031026,0.0006418148,0.0007619729,0.001761838,0.0002852809,0.002223821,0.0007281881,0.0008611619,0.001694982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004472436,"about_ca_system_score_gemma":0.0009813734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0177247,"about_ca_topic_score_gemma":0.03053459,"domain_scores_codex":[0.9991276,0.000156802,0.00006543757,0.0002734941,0.0003237562,0.00005303421],"domain_scores_gemma":[0.9962048,0.001056014,0.0002222563,0.0009106156,0.001528115,0.00007808144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002046076,0.0006467251,0.05047289,0.0003166431,0.0001802509,0.0000626945,0.0002707463,0.0609385,0.07318819,0.001714546,0.004365514,0.8076387],"study_design_scores_gemma":[0.0001299021,0.0002197251,0.084062,0.00006832463,0.0002224221,0.0003144402,0.0002222609,0.8743865,0.02641561,0.003178009,0.0106569,0.0001238423],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1941858,0.0006183728,0.790796,0.000288262,0.0001887247,0.0002359786,0.002551474,0.006977967,0.004157335],"genre_scores_gemma":[0.3408369,0.0003911028,0.6533232,0.0001264393,0.00008407093,0.000166516,0.002487888,0.0003801134,0.00220384],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0177247,"threshold_uncertainty_score":0.03524303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647581655058563,"score_gpt":0.2548321812337692,"score_spread":0.2383563646831835,"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."}}