{"id":"W4400499036","doi":"10.1007/s00603-024-04005-2","title":"Evaluating the Effects of Joint Set Properties on Laboratory Rockmass Analog Specimen Strength Using Bonded Block Models","year":2024,"lang":"en","type":"article","venue":"Rock Mechanics and Rock Engineering","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"National Institute for Occupational Safety and Health","keywords":"Joint (building); Block (permutation group theory); Structural engineering; Geotechnical engineering; Set (abstract data type); Materials science; Geology; Engineering; Mathematics; Computer science; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008498694,0.0004710473,0.0003034215,0.0003119929,0.0002389535,0.0002884122,0.0006444271,0.0006222062,0.002495011],"category_scores_gemma":[0.004332284,0.000301986,0.0003676433,0.0002607457,0.0003292566,0.00058061,0.0003316762,0.0003452983,0.0002792743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003313276,"about_ca_system_score_gemma":0.0003168526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001794095,"about_ca_topic_score_gemma":0.003255065,"domain_scores_codex":[0.9996245,0.00009492418,0.00002569913,0.00005412972,0.0001523143,0.00004846126],"domain_scores_gemma":[0.9968736,0.00224447,0.0002270734,0.0002812933,0.0003097368,0.00006380976],"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":[0.002269485,0.0009478225,0.008408441,0.0001815531,0.00006607326,0.000166083,0.00007355052,0.6371475,0.319097,0.0005226507,0.0002663592,0.03085343],"study_design_scores_gemma":[0.00005313739,0.003288014,0.0130067,0.00001196022,0.0001004947,0.00007693507,0.00005612882,0.6987165,0.2841572,0.0001819759,0.0003176937,0.00003334993],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890729,0.00004527691,0.009774565,0.00001326601,0.000007636065,0.00001895572,0.0001091509,0.0001001049,0.0008580736],"genre_scores_gemma":[0.9977502,0.00001970018,0.001898944,0.000003531281,0.000001043033,0.00001180998,0.00004600704,0.00001553191,0.0002532336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002495011,"threshold_uncertainty_score":0.008346677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03600302604281877,"score_gpt":0.2426565270770027,"score_spread":0.2066535010341839,"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."}}