{"id":"W2952506426","doi":"10.1007/s11442-019-1657-3","title":"The evolution of the spatial-temporal patterns of global energy security since the 1990s","year":2019,"lang":"en","type":"article","venue":"Journal of Geographical Sciences","topic":"Global Energy Security and Policy","field":"Energy","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Energy security; Geography; Spatial distribution; Energy supply; Economic geography; Energy (signal processing); Ecology; Statistics; Renewable energy; Mathematics","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":[0.001049022,0.0001558257,0.0001665376,0.002917378,0.0004061003,0.00206114,0.0003577239,0.0006251947,0.005211457],"category_scores_gemma":[0.004002306,0.0001849894,0.0002803718,0.006707408,0.001119064,0.001832812,0.00121323,0.0007177743,0.0003699857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001872392,"about_ca_system_score_gemma":0.001030764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05725171,"about_ca_topic_score_gemma":0.0939237,"domain_scores_codex":[0.9996897,0.00004586008,0.00004017444,0.00007862196,0.00005853608,0.00008716005],"domain_scores_gemma":[0.9980901,0.0003855808,0.0008703357,0.00007786219,0.0004398388,0.0001361663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004975421,0.00009042385,0.8397543,0.0005140376,0.0003163383,0.0003976465,0.006239859,0.004355733,0.002475455,0.0600717,0.005777124,0.07950985],"study_design_scores_gemma":[0.00000531274,0.00002575421,0.9729906,0.0001129128,0.0000317597,0.0001481101,0.002231791,0.0008514781,0.0002353278,0.001933741,0.02142126,0.0000120896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649524,0.007723719,0.0006099989,0.005641699,0.00004966665,0.00001034033,0.002458116,0.00002370149,0.0185304],"genre_scores_gemma":[0.9954913,0.002464453,0.0002235133,0.0001124049,0.00003489617,0.000003659873,0.0007333805,0.000007433133,0.000928968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05725171,"threshold_uncertainty_score":0.1138369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005649043198906592,"score_gpt":0.2328468481479266,"score_spread":0.22719780494902,"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."}}