{"id":"W4321513775","doi":"10.32782/2520-2200/2022-3-3","title":"SCALE OF THE PROBLEM OF PROVIDING ENERGY SECURITY","year":2022,"lang":"en","type":"article","venue":"PROBLEMS OF SYSTEMIC APPROACH IN THE ECONOMY","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Energy security; National security; Energy subsidies; Energy consumption; Geopolitics; Business; Subsidy; Scale (ratio); Consumption (sociology); Government (linguistics); Energy policy; International trade; Natural resource economics; Economics; Market economy; Engineering; Renewable energy; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001570336,0.000195781,0.0005225814,0.0001242198,0.0001310715,0.00001080905,0.001413903,0.00009084969,0.00002963145],"category_scores_gemma":[0.00001030415,0.0001240731,0.0002181693,0.0005760987,0.0002004193,0.000119864,0.000451418,0.0002830967,6.918498e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155879,"about_ca_system_score_gemma":0.0001451905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01263668,"about_ca_topic_score_gemma":0.0003865222,"domain_scores_codex":[0.9974408,0.0006506809,0.001025804,0.0002905625,0.000275078,0.0003171427],"domain_scores_gemma":[0.9982298,0.0001116629,0.000899651,0.0006623956,0.00006253929,0.00003397695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002946187,0.0003625039,0.001836166,0.001623659,0.00007217695,2.98777e-7,0.01456925,0.07715399,0.0006142787,0.9026402,0.0002586955,0.0008393012],"study_design_scores_gemma":[0.00535183,0.0007506388,0.0005302893,0.001934902,0.0002660954,0.0007689243,0.05083095,0.01649366,0.02830293,0.5038137,0.3894495,0.001506597],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4096476,0.002813635,0.0000763735,0.0006414821,0.0001824522,0.001509463,0.0001092796,0.00004234677,0.5849773],"genre_scores_gemma":[0.9988624,0.00002090641,0.0002268323,0.0000851654,0.0000519748,0.0005466801,0.00001332683,0.00002022027,0.0001724726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5892148,"threshold_uncertainty_score":0.9939383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269447509752007,"score_gpt":0.1967491263629105,"score_spread":0.1840546512653904,"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."}}