{"id":"W3124556440","doi":"10.3386/w19796","title":"The Housing Market Impacts of Shale Gas Development","year":2014,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Pennsylvania Department of Conservation and Natural Resources","keywords":"Shale gas; Business; Market development; Natural resource economics; Oil shale; Environmental science; Geology; Economics; Paleontology; Market economy","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":[0.0005190517,0.0001360426,0.000166787,0.000876218,0.0001652324,0.0008085569,0.0002507099,0.0002170505,0.003253122],"category_scores_gemma":[0.003057523,0.0001298055,0.0002555567,0.001343113,0.0003388607,0.0009130668,0.0005239245,0.0005419364,0.000295046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009187632,"about_ca_system_score_gemma":0.000240793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03666717,"about_ca_topic_score_gemma":0.06835852,"domain_scores_codex":[0.9997297,0.00007418449,0.00001351778,0.00005552374,0.00008390713,0.00004327007],"domain_scores_gemma":[0.9969077,0.001575047,0.0009334522,0.0001215166,0.0003264736,0.0001358109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001675705,0.0001242937,0.9572808,0.00004498766,0.000149375,0.0002721295,0.0002237513,0.01929856,0.0006471083,0.003114596,0.003417889,0.01525885],"study_design_scores_gemma":[0.000008373509,0.00007557043,0.9805571,0.00000775829,0.00002757628,0.00006755465,0.0005058968,0.01457333,0.0004809075,0.001280177,0.002403717,0.00001193983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925175,0.0002149004,0.0005806321,0.0001683037,0.000005270302,0.00001305036,0.003135025,0.00001257057,0.003352714],"genre_scores_gemma":[0.9959655,0.0001390563,0.0001414052,0.00001300928,0.000006915433,0.000008148092,0.003005125,0.000003211206,0.0007177416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03666717,"threshold_uncertainty_score":0.07290751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09251162728812544,"score_gpt":0.3880190809228211,"score_spread":0.2955074536346957,"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."}}