{"id":"W4403341000","doi":"10.4324/9781003488422","title":"Energy Capitol","year":2024,"lang":"en","type":"book","venue":"","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Political science; Physics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004130499,0.0004246791,0.0003883927,0.0001939751,0.00004532937,0.00008707301,0.0003598527,0.0008059234,0.007236941],"category_scores_gemma":[0.00000649071,0.0003756342,0.000321353,0.00009015416,0.00007240334,0.00004747279,0.0001662951,0.0003772764,0.009818116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002124549,"about_ca_system_score_gemma":0.000407739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01621451,"about_ca_topic_score_gemma":0.01783208,"domain_scores_codex":[0.9985577,0.00002437667,0.0002920533,0.0004553115,0.0002831469,0.0003874323],"domain_scores_gemma":[0.9991785,0.00004450622,0.00005447471,0.0005063632,0.00004234459,0.0001737662],"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":[0.000001779116,0.00000484676,2.802285e-9,0.00003189226,0.00007545131,0.00005891102,0.0000255391,0.00003164517,0.000001393978,0.5228454,0.4711129,0.005810203],"study_design_scores_gemma":[0.00005222619,0.00001746254,4.027694e-8,0.00006483191,0.00005327677,0.00002111076,0.000002306156,0.00003064969,0.00005403741,0.3211358,0.6782708,0.0002974755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.556866e-7,0.004616063,0.00000687012,0.0004496695,0.001650336,0.00002624152,0.00005541902,0.0005742657,0.9926207],"genre_scores_gemma":[0.0003169904,0.0005199614,0.00004029283,0.003056642,0.003035213,0.00001562665,0.0004191495,0.0001156899,0.9924805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2071578,"threshold_uncertainty_score":0.9998696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009850163467709916,"score_gpt":0.2276227347384413,"score_spread":0.2177725712707314,"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."}}