{"id":"W3198951733","doi":"10.1007/s00603-021-02632-7","title":"New Data Processing Protocols to Isolate Fracture Deformations to Measure Normal and Shear Joint Stiffness","year":2021,"lang":"en","type":"article","venue":"Rock Mechanics and Rock Engineering","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Nuclear Waste Management Organization","keywords":"Geology; Classification of discontinuities; Direct shear test; Stiffness; Shear (geology); Simple shear; Geotechnical engineering; Shear stress; Materials science; Mathematics; Composite material; Mathematical analysis; Petrology","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":[0.00359243,0.001551238,0.0009146673,0.003412362,0.001212606,0.00292843,0.00213623,0.001040824,0.01008358],"category_scores_gemma":[0.0110202,0.001186914,0.001103894,0.002780017,0.0009978979,0.003610734,0.002034494,0.002413104,0.005008347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000912342,"about_ca_system_score_gemma":0.002617383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004168971,"about_ca_topic_score_gemma":0.007280032,"domain_scores_codex":[0.9965798,0.0002315257,0.0005134923,0.0006093012,0.001910732,0.0001552107],"domain_scores_gemma":[0.9867474,0.001710196,0.0006925602,0.004970192,0.005636135,0.0002435543],"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":[0.0008210025,0.0009980324,0.02042,0.0004935067,0.0003950121,0.0003049901,0.0006866533,0.02495913,0.2008204,0.02897622,0.05965089,0.6614742],"study_design_scores_gemma":[0.0002551026,0.0003652974,0.02192219,0.0001326418,0.0002987199,0.0007460745,0.0004872585,0.3823762,0.440678,0.02718147,0.1251722,0.0003849643],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01069101,0.00008837166,0.9666417,0.000267457,0.0002424192,0.0006027484,0.004594709,0.01395402,0.002917606],"genre_scores_gemma":[0.06776717,0.0003060633,0.8905717,0.0003928009,0.0002463406,0.003531004,0.01910491,0.002432287,0.01564781],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01008358,"threshold_uncertainty_score":0.03373295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0257017286361728,"score_gpt":0.2373935924915285,"score_spread":0.2116918638553557,"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."}}