{"id":"W1958689472","doi":"10.3968/j.css.1923669720080404.006","title":"The Research for China Electric Power Energy Multivariate Structure Status Quo","year":2010,"lang":"en","type":"article","venue":"Canadian social science","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Status quo; Electric power; China; Sustainable development; Energy (signal processing); Political science; Power (physics); Economic system; Environmental economics; Humanities; Business; Economy; Welfare economics; Economics; Physics; Art","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001217296,0.0001404475,0.0001398092,0.0002925622,0.004293403,0.0003739716,0.0009640204,0.0001906557,0.00009771673],"category_scores_gemma":[0.0005460689,0.00009791376,0.00006633277,0.001723922,0.0007222246,0.0001618377,0.00005770685,0.00035307,0.000006241924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004978421,"about_ca_system_score_gemma":0.002787724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6289104,"about_ca_topic_score_gemma":0.8436093,"domain_scores_codex":[0.9969184,0.0001006792,0.0001834269,0.0004213542,0.0005671321,0.001808987],"domain_scores_gemma":[0.9983472,0.0001501473,0.00006175206,0.0003451848,0.0003512056,0.000744548],"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":[0.00000847918,0.000004991619,0.0001012816,0.000001825112,0.000009781345,0.000003985363,0.0006485405,0.00002725996,0.09016184,0.8828899,0.005544057,0.02059809],"study_design_scores_gemma":[0.0001695343,0.00003225627,0.003463781,0.000002312889,0.000002147718,0.000002902574,0.0003420035,0.0004342938,0.003200752,0.007205449,0.9849764,0.0001681991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.322653,0.0005854845,0.0003051196,0.003102098,0.009878835,0.0005724292,0.0001926277,0.0001198853,0.6625905],"genre_scores_gemma":[0.9944307,0.000008699481,0.00005346199,0.0001556967,0.0006364265,0.0000373966,0.000005202971,0.00002337292,0.004649061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9794323,"threshold_uncertainty_score":0.9970029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407882044164578,"score_gpt":0.2911713571948363,"score_spread":0.2770925367531906,"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."}}