{"id":"W4310220206","doi":"10.1002/sd.2466","title":"Natural resources, renewable energy, and governance: A path towards sustainable development","year":2022,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Renewable energy; Natural resource; Quantile regression; Non-renewable resource; Natural resource economics; Environmental economics; Econometrics; Economic rent; Corporate governance; Ordinary least squares; Renewable resource; Robustness (evolution); Economics; Sustainable development; Quantile; Environmental resource management; Business; Microeconomics; Engineering; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001793347,0.0005099386,0.0007017148,0.0004333786,0.001648933,0.0002412668,0.0007053028,0.0001201424,0.001262643],"category_scores_gemma":[0.0001135577,0.0006585182,0.00009583522,0.0006110155,0.0001135371,0.0005167346,0.0021619,0.0003355977,0.00004844592],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005414216,"about_ca_system_score_gemma":0.0006332055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003869065,"about_ca_topic_score_gemma":0.0001310663,"domain_scores_codex":[0.9955319,0.00006245782,0.001217614,0.001276455,0.000227215,0.001684322],"domain_scores_gemma":[0.9983337,0.00004055361,0.000689808,0.0005941109,0.00006194694,0.0002799136],"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":[0.0003209523,0.000883889,0.03058745,0.0009208702,0.0007003896,0.001506391,0.0196871,0.009053629,0.0000331882,0.870902,0.05531359,0.01009052],"study_design_scores_gemma":[0.001132136,0.00006968396,0.02648684,0.00001084193,0.000006076403,0.0000297453,0.01156637,0.0003124375,0.0004115544,0.01107643,0.9480062,0.0008916704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8292024,0.0264983,0.002126337,0.001541452,0.0008529011,0.00117719,0.00006463327,0.0003121135,0.1382248],"genre_scores_gemma":[0.743386,0.0002497097,0.003961061,0.0006351167,0.00006171344,0.0007396246,0.00009087661,0.00008998701,0.2507859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8926926,"threshold_uncertainty_score":0.9996508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007380480752341755,"score_gpt":0.1716636598747291,"score_spread":0.1642831791223873,"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."}}