{"id":"W1978136817","doi":"10.1190/1.3609092","title":"Effective VTI anisotropy for consistent monitoring of microseismic events","year":2011,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Anisotropy; Geology; Hydraulic fracturing; Permeability (electromagnetism); Seismology; Fracture (geology); Economic geology; Geophysics; Petroleum engineering; Geotechnical engineering; Volcanism; Tectonics; Optics","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":[0.0003728902,0.0003438416,0.0002287177,0.0005875715,0.0002482296,0.0006444952,0.000406322,0.0003716056,0.0008313959],"category_scores_gemma":[0.002051729,0.0002504354,0.00009578585,0.000661939,0.0003213887,0.0008028918,0.0004354307,0.0006165724,0.0002262878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003842311,"about_ca_system_score_gemma":0.0005316237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618396,"about_ca_topic_score_gemma":0.003867864,"domain_scores_codex":[0.9997786,0.00004998913,0.00001185426,0.00004697348,0.00008480188,0.00002779453],"domain_scores_gemma":[0.9994848,0.0001780884,0.00009949187,0.00009130768,0.0001135946,0.00003281792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002892707,0.0001008318,0.0247558,0.0001667151,0.00002813468,0.0002407312,0.0003664417,0.07430393,0.7232289,0.01072268,0.001116279,0.1646803],"study_design_scores_gemma":[0.00003473406,0.0000852251,0.04305273,0.00004042723,0.00003492278,0.000335886,0.0001809493,0.7347608,0.2104431,0.005479425,0.005483206,0.00006858094],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2936774,0.0003252105,0.6973205,0.0002004956,0.00003366902,0.00006736645,0.0004701464,0.0008944703,0.007010755],"genre_scores_gemma":[0.8463575,0.000174329,0.152666,0.00001532391,0.00001285088,0.00006824647,0.0001426116,0.0000772218,0.0004859287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001618396,"threshold_uncertainty_score":0.003217936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04130604250003169,"score_gpt":0.2518533149827042,"score_spread":0.2105472724826725,"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."}}