{"id":"W1974604570","doi":"10.2118/133611-ms","title":"Storage and Output Flow From Shale and Tight Gas Reservoirs","year":2010,"lang":"en","type":"article","venue":"SPE Western Regional Meeting","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Oil shale; Tight gas; Permeability (electromagnetism); Geology; Petroleum engineering; Petrophysics; Hydraulic fracturing; Porosity; Geotechnical engineering; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001995009,0.0001851316,0.0002312823,0.0007079536,0.0002437496,0.0004749156,0.0002000854,0.000176226,0.00242653],"category_scores_gemma":[0.0005896169,0.0001493054,0.0001984877,0.0007380774,0.0002352396,0.0005655349,0.0003024859,0.0001987771,0.0001688413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005564786,"about_ca_system_score_gemma":0.0003180823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0106014,"about_ca_topic_score_gemma":0.01131164,"domain_scores_codex":[0.999902,0.00001091536,0.000005502644,0.00001860163,0.00003166855,0.00003125173],"domain_scores_gemma":[0.999585,0.0002032296,0.0000534011,0.00002527949,0.00009972891,0.00003337109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002810914,0.0002434679,0.3629694,0.0003432531,0.0001507674,0.0008151824,0.001100475,0.372763,0.158594,0.002806754,0.001722658,0.09568021],"study_design_scores_gemma":[0.00005240148,0.0005482204,0.5588514,0.00002877016,0.00006437813,0.0001784064,0.0006215282,0.3419785,0.09450471,0.001476437,0.001604576,0.00009085111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99813,0.00001943164,0.0007045693,0.00000829175,7.508779e-7,0.000002060442,0.0004522489,0.00008262107,0.0006000187],"genre_scores_gemma":[0.9989253,0.00001463747,0.0001745261,0.000001587604,5.426883e-7,0.000003309299,0.0004306115,0.00001000843,0.0004394076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0106014,"threshold_uncertainty_score":0.02107936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536019950466033,"score_gpt":0.2167669245119753,"score_spread":0.201406725007315,"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."}}