{"id":"W4291754956","doi":"10.1190/image2022-3749919.1","title":"Numerical modeling of low-frequency distributed acoustic sensing signals for mixed-mode fracture activation","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Workflow; Computer science; Acoustic emission; Mode (computer interface); Slip (aerodynamics); Discontinuity (linguistics); Shear (geology); Acoustics; Seismology; Geology; Database; Engineering; Physics; Petrology; Aerospace engineering","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":[0.0004723112,0.0001652589,0.0002351981,0.0001764781,0.0005078684,0.00006741553,0.0004204492,0.00005395969,0.0007598721],"category_scores_gemma":[0.0001892109,0.0001580796,0.0001571978,0.0003419621,0.00005740597,0.0001628808,0.00003210258,0.0001177805,0.000002010798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004081873,"about_ca_system_score_gemma":0.00009008417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222944,"about_ca_topic_score_gemma":0.0004900946,"domain_scores_codex":[0.9982262,0.00003125756,0.0004389502,0.0004559145,0.0005073675,0.0003403736],"domain_scores_gemma":[0.9988669,0.0004117423,0.0003187115,0.0001549046,0.0001654576,0.00008224851],"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":[0.00006272865,0.00002329706,0.0001219044,0.00001789014,0.00003277509,1.718748e-7,0.0000831238,0.9809815,0.01413475,0.0006687473,0.0002554567,0.003617686],"study_design_scores_gemma":[0.0002664588,0.00004242203,0.0001430842,0.00001788839,0.00002022645,0.000003471692,0.0003380502,0.9700109,0.001990908,0.01578913,0.01116983,0.0002076505],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2717574,0.00002842968,0.7253773,0.0002872239,0.0003826948,0.0001354986,0.001209208,0.00002607527,0.0007961867],"genre_scores_gemma":[0.9830127,0.000004027576,0.01226756,0.0006757239,0.0001907982,0.00001583116,0.003589926,0.000008316296,0.000235119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7131097,"threshold_uncertainty_score":0.8320067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136468979282846,"score_gpt":0.2392364618872665,"score_spread":0.2255895639589819,"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."}}