{"id":"W2162992915","doi":"10.1007/s00603-015-0775-1","title":"Detection of Cracking Levels in Brittle Rocks by Parametric Analysis of the Acoustic Emission Signals","year":2015,"lang":"en","type":"article","venue":"Rock Mechanics and Rock Engineering","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":379,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Acoustic emission; Cracking; Coalescence (physics); Fracture mechanics; Brittleness; Crack closure; Materials science; Crack growth resistance curve; Parametric statistics; Composite material; Structural engineering; Engineering; Physics","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":[0.0001887467,0.0003028478,0.0002590641,0.000740277,0.0001129965,0.0003156349,0.000444005,0.0005037448,0.001100334],"category_scores_gemma":[0.001248084,0.0002152355,0.0001679246,0.0002640643,0.0002794959,0.0004445861,0.000420787,0.0004154159,0.0002165928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006941856,"about_ca_system_score_gemma":0.00007750862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002764326,"about_ca_topic_score_gemma":0.0004374822,"domain_scores_codex":[0.9998543,0.00002144179,0.000006137449,0.00003227013,0.00006840466,0.00001743757],"domain_scores_gemma":[0.999319,0.0003609906,0.0001015418,0.00005249312,0.0001213376,0.00004470577],"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":[0.000556568,0.0001267973,0.01987603,0.0001907658,0.00004589571,0.000222476,0.0002462152,0.01997748,0.8150707,0.0008565563,0.0002445476,0.142586],"study_design_scores_gemma":[0.00004301645,0.0003905058,0.1439164,0.00003991296,0.000064616,0.001058667,0.0002183679,0.60605,0.2451683,0.001827725,0.001133359,0.0000892201],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7749223,0.0002220412,0.2226892,0.0000588027,0.000009552529,0.0000416902,0.0001602399,0.0004166697,0.001479648],"genre_scores_gemma":[0.9816535,0.00006129236,0.01783228,0.000006421991,0.000006912998,0.00001283053,0.0000834919,0.00001969322,0.000323599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001100334,"threshold_uncertainty_score":0.003681004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524757248609882,"score_gpt":0.2121459278171244,"score_spread":0.1968983553310256,"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."}}