{"id":"W3123469241","doi":"10.2139/ssrn.2572269","title":"The Economics of Shale Gas Development","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Shale gas; Petroleum engineering; Natural resource economics; Oil shale; Economics; Environmental science; Geology; Paleontology","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":[0.0008268136,0.0002172165,0.0003704888,0.0008995206,0.0005325439,0.003248211,0.0003732884,0.001884995,0.008195228],"category_scores_gemma":[0.004070592,0.0002897335,0.0002819171,0.001230031,0.002045655,0.003353046,0.0006373871,0.001500381,0.0003196007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00375748,"about_ca_system_score_gemma":0.001745229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007801237,"about_ca_topic_score_gemma":0.01271735,"domain_scores_codex":[0.9994745,0.0002506972,0.00001262296,0.00003792267,0.0001177234,0.0001066088],"domain_scores_gemma":[0.9976678,0.001654911,0.0002296099,0.00006292354,0.0001939302,0.0001906365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001671351,0.00007287561,0.00452529,0.00009203698,0.00003841263,0.0002485866,0.00008580099,0.02202293,0.0003361555,0.9538588,0.005609154,0.01294282],"study_design_scores_gemma":[0.00006117248,0.00006590447,0.007400104,0.0001005009,0.00003482805,0.0001224638,0.0007163034,0.02116124,0.0004284008,0.9353133,0.03456766,0.00002818117],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4721942,0.02750506,0.01361639,0.0916234,0.0004427512,0.00005966896,0.001554675,0.00007363615,0.3929302],"genre_scores_gemma":[0.9789284,0.00596596,0.0002288786,0.0003461782,0.0002270316,0.00001079374,0.00006342402,0.000006999298,0.01422233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008195228,"threshold_uncertainty_score":0.02741575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006625328335138687,"score_gpt":0.1841049889333662,"score_spread":0.1774796605982275,"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."}}