{"id":"W1602796525","doi":"10.5772/39183","title":"Research Progress of Complex Electric Power Systems: Graph Theory Approach","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Power Systems and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Hebei Province; National Natural Science Foundation of China","keywords":"Computer science; Graph theory; Theoretical computer science; Mathematics; Combinatorics","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"],"consensus_categories":[],"category_scores_codex":[0.001161657,0.0004554505,0.0007600301,0.001271778,0.00006774138,0.00005185628,0.0008413454,0.0009237111,0.00004573475],"category_scores_gemma":[0.00001744571,0.0003964607,0.0002072509,0.00008697931,0.0004679511,0.00004025378,0.0002119604,0.001394032,0.00007248864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001531896,"about_ca_system_score_gemma":0.00004183377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001659549,"about_ca_topic_score_gemma":0.000001489422,"domain_scores_codex":[0.9976615,0.00006050369,0.0006269286,0.0003454697,0.0006291537,0.000676487],"domain_scores_gemma":[0.9983497,0.00013431,0.0001523868,0.0009972543,0.0002777481,0.00008858761],"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":[0.00003003768,0.00003613797,0.000008680709,0.002066337,0.0008109633,0.00002219744,0.0004419356,0.000004998995,0.01030909,0.9644602,0.003377074,0.01843234],"study_design_scores_gemma":[0.0005675865,0.0005620347,0.00002434926,0.0029639,0.0001701231,0.0003004754,0.001108027,0.0002668193,0.04507004,0.08437523,0.8625226,0.002068833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0001888596,0.02527704,0.006252735,0.000002258003,0.0004895945,0.001093351,0.00004636118,0.001222911,0.9654269],"genre_scores_gemma":[0.936436,0.00007992496,0.0001977155,0.000001716525,0.00007687269,0.0002045724,0.00001117417,0.0001723171,0.06281973],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9362471,"threshold_uncertainty_score":0.9998487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05414693707448083,"score_gpt":0.2719037234534605,"score_spread":0.2177567863789797,"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."}}