{"id":"W2372354105","doi":"","title":"Analysis on Fault Trips Caused by Forest Fire in CSG in the First Quarter of Year 2010","year":2011,"lang":"en","type":"article","venue":"Guangdong Electric Power","topic":"Power Systems and Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"TRIPS architecture; Fault (geology); Engineering; Electric power transmission; Quarter (Canadian coin); Line (geometry); Transmission line; Forensic engineering; Transport engineering; Electrical engineering; Geography; Seismology; Geology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002189484,0.0001457631,0.0002761093,0.0004649421,0.0000178755,0.00001116328,0.0003235803,0.000157819,0.00005145735],"category_scores_gemma":[0.00003415132,0.0001067161,0.00009218552,0.001642862,0.00001846559,0.00006278354,0.0000120301,0.0002657251,0.00002506161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000563023,"about_ca_system_score_gemma":0.000007766485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008800033,"about_ca_topic_score_gemma":0.002163842,"domain_scores_codex":[0.9990562,0.00002331637,0.0002884994,0.0001625824,0.0001601598,0.0003092438],"domain_scores_gemma":[0.9994558,0.0000592551,0.00004836418,0.0004049066,0.00001404979,0.00001760625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001157642,0.0008452517,0.7888415,0.0001356803,0.001036369,0.0001811425,0.01142639,0.001629617,0.001458331,0.002023675,0.1875195,0.004786759],"study_design_scores_gemma":[0.001320847,0.0004386128,0.9723051,0.00007124343,0.0001145986,0.000003997501,0.0007476565,0.009602046,0.003823021,0.0003093772,0.01070842,0.0005551046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930309,0.0006175151,0.0001644656,0.00007551145,0.000129623,0.000193893,0.00001018393,0.0001172733,0.005660619],"genre_scores_gemma":[0.999783,0.00003760561,0.0000124841,0.00002737861,0.000007061537,0.00003782737,0.000004521793,0.00001541154,0.00007468917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1834636,"threshold_uncertainty_score":0.4351755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009525908735944704,"score_gpt":0.1913988487053769,"score_spread":0.1818729399694322,"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."}}