{"id":"W3105620537","doi":"10.5194/npg-21-763-2014","title":"Complex networks and waveforms from acoustic emissions in laboratory earthquakes","year":2014,"lang":"en","type":"article","venue":"Nonlinear processes in geophysics","topic":"Earthquake Detection and Analysis","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Acoustic emission; Nucleation; Slip (aerodynamics); Waveform; Phase transition; Cracking; Mechanics; Acoustics; Materials science; Physics; Condensed matter physics; Voltage; 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":[0.0001403833,0.0001494258,0.0001173107,0.0005093665,0.0001091041,0.0002253755,0.0001944062,0.0001946013,0.00135573],"category_scores_gemma":[0.0006579796,0.00009017972,0.00008509864,0.0003075512,0.00038763,0.0003687826,0.0002741863,0.0003111778,0.00009373615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505838,"about_ca_system_score_gemma":0.00004501737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003050591,"about_ca_topic_score_gemma":0.0002406456,"domain_scores_codex":[0.9999094,0.00001416391,0.000004035934,0.00002137649,0.00003339548,0.00001757162],"domain_scores_gemma":[0.9996623,0.0001258097,0.00009817798,0.00003403035,0.00004562728,0.00003403009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002938131,0.0001435236,0.01617674,0.0001181415,0.00003943443,0.0006527732,0.00036324,0.0125609,0.9499227,0.002414517,0.0003444283,0.01696978],"study_design_scores_gemma":[0.0000460312,0.0006103761,0.2583302,0.00002483363,0.00005151343,0.001158909,0.0007086674,0.2655012,0.4669812,0.004161003,0.002354809,0.00007131682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936614,0.00005457681,0.005439764,0.00002253065,0.000005532718,0.000006114869,0.00008217332,0.00004384671,0.0006839149],"genre_scores_gemma":[0.99891,0.00002154405,0.0008298669,0.000003895917,0.000003435405,0.000004743771,0.00005628655,0.000006379839,0.0001638458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00135573,"threshold_uncertainty_score":0.004535377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009453786292619839,"score_gpt":0.2139384350605208,"score_spread":0.204484648767901,"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."}}