{"id":"W7164911917","doi":"10.1080/17153379.2012.12556773","title":"Energy Conservation in East Asia: Towards Greater Energy Security.","year":2012,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Energy conservation; Energy (signal processing); Conservation of energy; Energy consumption; Energy development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002574444,0.0003713317,0.0003799607,0.0002738672,0.0001066098,0.00005552832,0.0002683148,0.0003624132,0.0007547821],"category_scores_gemma":[0.00004399973,0.0003681532,0.0001521569,0.0006167679,0.000136799,0.0004966423,0.0001062309,0.0001922903,0.0001872711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000187591,"about_ca_system_score_gemma":0.00007209663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02630935,"about_ca_topic_score_gemma":0.008662705,"domain_scores_codex":[0.9976186,0.00023487,0.0004550126,0.000381162,0.0003464672,0.000963922],"domain_scores_gemma":[0.998961,0.00004136362,0.0001228983,0.0004777705,0.0000704941,0.0003265282],"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":[0.00005839948,0.0001666006,0.001086641,0.00001543075,0.00004062517,0.00001952414,0.003410877,0.0001151799,0.0001171383,0.982434,0.005645682,0.006889923],"study_design_scores_gemma":[0.0008106732,0.00005364553,0.001091643,0.00003947386,0.00002462746,0.00005975722,0.01374422,0.0006113757,0.0030601,0.01083205,0.9691052,0.0005672688],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00646838,0.0006815708,0.0001116674,0.001073143,0.0008266727,0.00004582683,0.00002983417,0.0001973571,0.9905655],"genre_scores_gemma":[0.9953254,0.000118015,0.00009190338,0.0002812135,0.0007037052,0.00006322043,0.0001491767,0.00005065945,0.003216719],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.988857,"threshold_uncertainty_score":0.999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521403969570632,"score_gpt":0.2229855733189281,"score_spread":0.2077715336232218,"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."}}