{"id":"W2992501113","doi":"10.3997/1365-2397.n0081","title":"Finite-difference modelling of microseismicity associated with a hydraulic-fracturing stimulation in a coalbed methane reservoir","year":2018,"lang":"en","type":"article","venue":"First Break","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Coalbed methane; Methane; Geology; Petroleum engineering; Hydraulic fracturing; Dewatering; Coal; Natural gas; Permeability (electromagnetism); Coal mining; Geotechnical engineering; Waste management; Chemistry; 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":[0.0003599712,0.0001283361,0.0002138323,0.000167169,0.00009240129,0.00002475121,0.00019496,0.00008602882,0.0001957387],"category_scores_gemma":[0.0001464946,0.0001049771,0.00003158739,0.0003455319,0.0001318191,0.0001857872,0.00001552468,0.0001621188,0.00001917215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001463985,"about_ca_system_score_gemma":0.00004161969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03798879,"about_ca_topic_score_gemma":0.002312834,"domain_scores_codex":[0.9989821,0.00007422412,0.0002412331,0.0002385952,0.0002139612,0.0002499268],"domain_scores_gemma":[0.9990992,0.0004063149,0.0001540512,0.0001851189,0.0001010709,0.00005426417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004858756,0.0001012658,0.6079109,0.00005977564,0.00003709184,0.00001463216,0.002923999,0.3804333,0.000262854,0.000005197931,0.0007546503,0.007010521],"study_design_scores_gemma":[0.0004199594,0.0001865787,0.1134454,0.000232772,0.000009161761,0.000002610201,0.00004254658,0.8731895,0.01122999,0.0005055261,0.0005944737,0.0001414876],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864982,0.00005158884,0.01151592,0.0002693716,0.00004636921,0.0001402291,0.00003917194,0.00007936882,0.001359742],"genre_scores_gemma":[0.9972773,0.00001208429,0.002044488,0.0004040269,0.00002976119,0.000001074273,0.00009053657,0.000005041366,0.0001356859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4944655,"threshold_uncertainty_score":0.9684173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299036641229645,"score_gpt":0.2256371821578754,"score_spread":0.1926468157455789,"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."}}