{"id":"W3122010037","doi":"10.2139/ssrn.2374481","title":"The Housing Market Impacts of Shale Gas Development","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Shale gas; Hydraulic fracturing; Natural resource economics; Petroleum engineering; Oil shale; Unconventional oil; Environmental science; Business; Geology; Economics; 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":[0.0003125512,0.0001429306,0.000215942,0.0005475712,0.0004099534,0.002074378,0.0002775682,0.0008661976,0.01359148],"category_scores_gemma":[0.001204508,0.0001418727,0.0003614083,0.000964486,0.0007617467,0.001664016,0.0007633261,0.0007505671,0.0005651944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582307,"about_ca_system_score_gemma":0.0007583154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03223057,"about_ca_topic_score_gemma":0.07319549,"domain_scores_codex":[0.9997792,0.00004777798,0.000006479924,0.00001741642,0.00003867113,0.0001105875],"domain_scores_gemma":[0.9992612,0.0002313654,0.000208459,0.00001989203,0.0001232229,0.0001559084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002684182,0.00133907,0.7176296,0.0002316932,0.0002863275,0.002656597,0.001450656,0.03428898,0.004601272,0.1597558,0.01708597,0.05798986],"study_design_scores_gemma":[0.00007812102,0.0004688021,0.9080132,0.00005686477,0.00009748249,0.000182893,0.009614049,0.02398947,0.002064249,0.03383933,0.02154674,0.00004871835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767821,0.001062475,0.0001797674,0.003004872,0.00003131728,0.000007321283,0.000728425,0.000008834319,0.01819483],"genre_scores_gemma":[0.9977134,0.0003988018,0.00001007213,0.00004060628,0.00002097589,0.000001206085,0.0001161614,0.000002054918,0.001696757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03223057,"threshold_uncertainty_score":0.06408596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002863202705717812,"score_gpt":0.1773587571632808,"score_spread":0.174495554457563,"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."}}