{"id":"W2159381955","doi":"10.2139/ssrn.2537918","title":"The Economics of Shale Gas Development","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Shale gas; Petroleum engineering; Geology; Oil shale; Geochemistry; Economics; Environmental science; 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":[0.0008195919,0.0002171735,0.0003656888,0.0008893518,0.0005367087,0.003248404,0.000370088,0.001875137,0.008285872],"category_scores_gemma":[0.004034095,0.0002837126,0.0002767887,0.00122104,0.002059562,0.003310482,0.0006284512,0.001483444,0.0003172919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003787375,"about_ca_system_score_gemma":0.00175368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007962319,"about_ca_topic_score_gemma":0.0130879,"domain_scores_codex":[0.9994594,0.0002606647,0.00001264541,0.0000384927,0.0001191177,0.0001096472],"domain_scores_gemma":[0.9976434,0.001677679,0.0002289656,0.00006273063,0.0001967231,0.000190453],"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":[0.0001756755,0.00007671416,0.004776014,0.00009153856,0.00003799191,0.0002559625,0.00008817915,0.02181976,0.0003467962,0.9535806,0.005459409,0.01329133],"study_design_scores_gemma":[0.00006403015,0.00007141131,0.008061699,0.0001032573,0.00003599454,0.0001323118,0.000774899,0.02152774,0.0004577821,0.9321578,0.03658354,0.0000295169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4754334,0.02688322,0.01295601,0.0890267,0.0004250708,0.00005896337,0.001524951,0.00007087882,0.3936208],"genre_scores_gemma":[0.9789628,0.005739948,0.0002261271,0.0003390079,0.0002194744,0.00001057631,0.00006075075,0.000007007438,0.01443436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008285872,"threshold_uncertainty_score":0.02771902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002624788523408844,"score_gpt":0.1641252673679126,"score_spread":0.1615004788445038,"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."}}