{"id":"W1491867477","doi":"10.2172/819782","title":"Asian Energy Security","year":2003,"lang":"en","type":"report","venue":"","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Energy","keywords":"Energy security; Work (physics); Energy planning; Flexibility (engineering); Energy policy; China; Energy (signal processing); Geography; Business; Economic growth; Economy; Engineering; Economics; Renewable energy; Management; Mathematics","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003391808,0.0006720138,0.0008127237,0.0002437488,0.0001367564,0.00009104668,0.0005073387,0.001457928,0.009563886],"category_scores_gemma":[0.0002215268,0.0006315889,0.000511227,0.0003963045,0.0001042078,0.0001004365,0.0001310053,0.0005823586,0.0005869398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004581913,"about_ca_system_score_gemma":0.001378149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1827928,"about_ca_topic_score_gemma":0.08147071,"domain_scores_codex":[0.9965293,0.0001888276,0.0006430602,0.0007186519,0.001102795,0.0008173115],"domain_scores_gemma":[0.9978992,0.00003907937,0.000276985,0.001025044,0.0003781942,0.0003814988],"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":[0.000003254348,0.00005337044,0.000001787875,0.00004198425,0.0001065619,0.00005117966,0.00003649136,0.00002252218,0.000001190205,0.6263769,0.3664899,0.006814835],"study_design_scores_gemma":[0.0001903112,0.0000369445,0.00001037116,0.00004749277,0.00007383996,0.0002089885,0.00002640176,0.000005273084,0.0002341994,0.03744907,0.961023,0.0006941238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001897697,0.001852358,0.00001489289,0.0004056135,0.003005156,0.00005235491,0.00007660893,0.0003571591,0.9942169],"genre_scores_gemma":[0.1265848,0.008552458,0.0002579383,0.005018033,0.004620139,0.00007974466,0.00134747,0.0002793935,0.85326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5945331,"threshold_uncertainty_score":0.9998384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153302234886644,"score_gpt":0.276999357397786,"score_spread":0.2554663350489196,"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."}}