{"id":"W2897640483","doi":"10.25103/jestr.083.28","title":"Experimental I nvestigations into the Effects of Lithology on Acoustic Emission","year":2015,"lang":"en","type":"article","venue":"Journal of Engineering Science and Technology Review","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"National Natural Science Foundation of China","keywords":"Acoustic emission; Lithology; Geology; Basalt; Rock burst; Mineralogy; Geochemistry; Materials science; Composite material; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005126484,0.00006808995,0.0001756949,0.0002024493,0.00003924049,0.000006123686,0.0002135283,0.00004126925,3.583998e-7],"category_scores_gemma":[0.0008485274,0.00004320736,0.0000200484,0.0004834606,0.00007521899,0.00007965667,0.00003690628,0.0001761957,4.711793e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003798244,"about_ca_system_score_gemma":0.00005123167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.974691e-7,"about_ca_topic_score_gemma":2.752738e-8,"domain_scores_codex":[0.9994677,0.000004722589,0.0002081218,0.00005936171,0.0001581509,0.0001018972],"domain_scores_gemma":[0.9995788,0.00003788896,0.00005970698,0.0001181384,0.0001416362,0.0000637795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[9.459109e-7,0.00001636557,0.00001055544,0.0006799222,0.00001350051,0.000009947606,0.0002390002,0.01205677,0.9765916,0.001966834,0.0004683894,0.007946119],"study_design_scores_gemma":[0.0004312754,0.0009487213,0.00002346261,0.007335229,0.00009715296,0.0005316345,0.0001736215,0.06473888,0.9185538,0.001222217,0.005718672,0.0002252972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8267474,0.1638251,0.007938202,0.0007469671,0.0005372312,0.0001247229,1.035017e-7,0.00004483788,0.00003542097],"genre_scores_gemma":[0.9911128,0.007346281,0.001460689,0.00004995012,0.00001779577,0.000004326926,3.507335e-8,0.000005796803,0.000002383855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1643653,"threshold_uncertainty_score":0.1761945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153498443027108,"score_gpt":0.2589720123315123,"score_spread":0.2474370279012412,"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."}}