{"id":"W2523505021","doi":"","title":"Application of modified Hoek-Brown transition relationships for assessing strength and post yield behaviour at both ends of the rock competence scale","year":2008,"lang":"en","type":"article","venue":"Journal of the Southern African Institute of Mining and Metallurgy","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Competence (human resources); Yield (engineering); Geotechnical engineering; Psychology; Geology; Social psychology; Materials science; Composite material","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":[0.001611041,0.0004036052,0.0003617811,0.00286809,0.0004296641,0.0007845983,0.0008085191,0.0005221601,0.003349215],"category_scores_gemma":[0.006027877,0.0002594099,0.0004363246,0.00159262,0.0005604364,0.00112629,0.0009398234,0.0007522043,0.0008481633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003659928,"about_ca_system_score_gemma":0.0004477279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003700725,"about_ca_topic_score_gemma":0.006340339,"domain_scores_codex":[0.99913,0.0001616749,0.00006345576,0.0001486728,0.0004128797,0.00008334486],"domain_scores_gemma":[0.9965537,0.001896524,0.0004057755,0.0002638211,0.0007263711,0.0001538611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001551101,0.0009846971,0.3193137,0.0004797932,0.0003437912,0.0006639357,0.002582069,0.1016297,0.1294173,0.01610551,0.001920611,0.4250078],"study_design_scores_gemma":[0.00005976817,0.001557545,0.445405,0.00006986114,0.000115535,0.0007598551,0.001495366,0.4982007,0.03579113,0.01302026,0.003325064,0.0001999076],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8222176,0.0001918734,0.1615137,0.00005024615,0.00002502309,0.0002016518,0.0006987122,0.0005319767,0.01456921],"genre_scores_gemma":[0.9796616,0.00003536052,0.01895624,0.000007669526,0.000002752117,0.00006157365,0.0001136494,0.00003243664,0.001128708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003700725,"threshold_uncertainty_score":0.01120424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02990739707887855,"score_gpt":0.2151039570929096,"score_spread":0.1851965600140311,"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."}}