{"id":"W2217805408","doi":"","title":"화염으로 인한 ACSR 송전선의 수명예측에 관한 연구","year":2005,"lang":"ko","type":"article","venue":"조명·전기설비학회논문지","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Medicine","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008835996,0.000546635,0.0005812866,0.0001354036,0.000520859,0.0002919168,0.0009269972,0.000318731,0.007289293],"category_scores_gemma":[0.00007107158,0.000520166,0.0004385638,0.0006249956,0.0004001777,0.000599028,0.0005044247,0.0005384467,0.02475949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000689767,"about_ca_system_score_gemma":0.00004184535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00338662,"about_ca_topic_score_gemma":0.0001421094,"domain_scores_codex":[0.9956964,0.0002868234,0.0007665232,0.00105563,0.001056984,0.001137664],"domain_scores_gemma":[0.9979647,0.0001124761,0.0002447866,0.001131328,0.00002043769,0.0005263026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001657391,0.00254388,0.5509834,0.0003117248,0.00101933,0.0002956954,0.01861193,0.01858708,0.09013714,0.0007992016,0.07050074,0.2460441],"study_design_scores_gemma":[0.002150415,0.0004273719,0.3156165,0.0003493595,0.0008270407,0.000040198,0.001384383,0.006671277,0.1355186,0.001547987,0.5324074,0.003059459],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841837,0.0004909722,0.0002836587,0.008414336,0.0009073285,0.0002151639,0.0000753659,0.0001918885,0.005237595],"genre_scores_gemma":[0.9655968,0.0002534069,0.001295222,0.0005426728,0.001943854,0.00001713824,0.00002868726,0.00005941251,0.03026279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4619067,"threshold_uncertainty_score":0.999725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913348909293455,"score_gpt":0.2572923105671832,"score_spread":0.2381588214742487,"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."}}