{"id":"W4244317755","doi":"10.2523/131777-ms","title":"Microseismic Monitoring - Technology State of Play","year":2010,"lang":"en","type":"article","venue":"","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Hydraulic fracturing; Computer science; State (computer science); Petroleum engineering; Unconventional oil; Current (fluid); Geology; Engineering; Seismology; Electrical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006687496,0.0006453251,0.0006936954,0.001666403,0.0005498006,0.004418781,0.001938326,0.002338881,0.007357146],"category_scores_gemma":[0.004523235,0.0002940892,0.0003594749,0.002068298,0.002729764,0.006355233,0.001206052,0.001356344,0.002069635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168615,"about_ca_system_score_gemma":0.002322507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432678,"about_ca_topic_score_gemma":0.001474694,"domain_scores_codex":[0.9976648,0.0004753595,0.0001118884,0.0004398082,0.001150506,0.0001575642],"domain_scores_gemma":[0.993871,0.002938499,0.0004957544,0.0003690755,0.001931764,0.0003939854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002369439,0.0001761182,0.003352195,0.002210155,0.00003440627,0.00008494723,0.000234671,0.001902301,0.01048965,0.04256187,0.0107514,0.9279655],"study_design_scores_gemma":[0.00005634471,0.001375859,0.008680874,0.005510414,0.0001493434,0.001409339,0.002011289,0.01682341,0.05406887,0.03818549,0.8714499,0.0002788799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03098167,0.7724613,0.07328101,0.02930619,0.001270352,0.0001494304,0.0005032417,0.0006640567,0.09138284],"genre_scores_gemma":[0.3009128,0.6166961,0.05606304,0.00389928,0.001912826,0.0001473138,0.0006925758,0.0002046021,0.01947147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007357146,"threshold_uncertainty_score":0.03536725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003225748467493749,"score_gpt":0.2045832954695006,"score_spread":0.2013575470020069,"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."}}