{"id":"W2993863933","doi":"","title":"Community Impacts from Large Oil and Natural Gas Ventures in Rural and Remote Areas","year":2014,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Oil and natural gas; Natural gas; Rural community; Rural area; Geography; Business; Fossil fuel; Environmental science; Economics; Socioeconomics; Political science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002214687,0.0001943188,0.0003850221,0.0001316175,0.000804376,0.0001107494,0.0003169177,0.0001128593,0.00001651098],"category_scores_gemma":[0.0005286569,0.0001478653,0.00004439005,0.0001291442,0.0001612618,0.000239459,0.0005424626,0.001977931,8.990801e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425818,"about_ca_system_score_gemma":0.00009590424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02264839,"about_ca_topic_score_gemma":0.01616562,"domain_scores_codex":[0.9969488,0.001918699,0.0004336685,0.00005536369,0.0002791766,0.0003642724],"domain_scores_gemma":[0.9986945,0.0004948571,0.0001455309,0.0002398415,0.0001741483,0.0002511113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005958434,0.0002921284,0.02316147,0.0001277056,0.0001080781,0.00001904342,0.01423764,0.00002302863,0.0003080035,0.0008988294,0.00005126794,0.9601769],"study_design_scores_gemma":[0.002286552,0.0002859214,0.9272718,0.0004935522,0.00001666569,0.0001763515,0.03352738,0.0002953291,0.0002742166,0.02329964,0.01179913,0.0002733921],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962658,0.001882485,0.000005895678,0.0009326971,0.00008020506,0.00002546423,0.0000025868,0.00001001746,0.0007948405],"genre_scores_gemma":[0.9982485,0.0009109384,0.0004053121,0.0002337798,0.00003529264,8.237801e-7,0.00001597192,0.000008692664,0.0001407411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9599035,"threshold_uncertainty_score":0.9838599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116119898998582,"score_gpt":0.2605958295233036,"score_spread":0.2494346305333177,"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."}}