{"id":"W2742975317","doi":"10.1016/b978-0-12-800390-9.00004-9","title":"Future Potentials of Unconventional Gas","year":2014,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Natural gas; Unconventional oil; Shale gas; Petroleum engineering; Tight gas; Coalbed methane; Fossil fuel; Oil and natural gas; Clathrate hydrate; Methane gas; Environmental science; Hydraulic fracturing; Methane; Oil shale; Engineering; Waste management; Coal; Chemistry; Coal mining","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":[0.0003418452,0.000543234,0.0002846962,0.0004603129,0.0005186697,0.001553639,0.0006363465,0.001455674,0.03272714],"category_scores_gemma":[0.0003608036,0.0001841651,0.0002975258,0.0005441279,0.001341069,0.003636571,0.00135595,0.001226637,0.003872312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218121,"about_ca_system_score_gemma":0.0006560457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000960519,"about_ca_topic_score_gemma":0.001793382,"domain_scores_codex":[0.9998727,0.00002610177,0.000003822153,0.0000158915,0.00006034907,0.00002119971],"domain_scores_gemma":[0.9998863,0.00005710136,0.000004796039,0.00001511218,0.0000242507,0.00001252788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003907605,0.00003205984,0.00006719222,0.0004336942,0.00000600798,0.0001017653,0.0001927695,0.001357739,0.003166319,0.77831,0.05165978,0.1646336],"study_design_scores_gemma":[0.000004276035,0.00001462594,0.00006909917,0.0001868195,0.000002195914,0.00009011594,0.0001123558,0.0006673454,0.0005835653,0.1801163,0.818146,0.000007294566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00523567,0.1504491,0.009089315,0.01009974,0.003862419,0.00001863116,0.0001155214,0.0001723308,0.8209571],"genre_scores_gemma":[0.1048246,0.2115942,0.01607057,0.002975448,0.003310537,0.00008515882,0.0003241584,0.0002111419,0.6606043],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03272714,"threshold_uncertainty_score":0.1094832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00792747059528256,"score_gpt":0.2036374553686615,"score_spread":0.195709984773379,"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."}}