{"id":"W2234328252","doi":"","title":"t-z 방법을 이용한 말뚝기초 설계기준별 비교분석","year":2012,"lang":"ko","type":"article","venue":"한국지반환경공학회 논문집","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pile; Settlement (finance); Geotechnical engineering; Structural engineering; Load testing; Engineering; Current (fluid); Geology; Computer science","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":[0.0008712644,0.0006479006,0.000562072,0.0003572063,0.0001728018,0.0001518565,0.0006976343,0.0005247072,0.001934878],"category_scores_gemma":[0.0001510338,0.0007108474,0.0002307952,0.0007373979,0.0001134596,0.0003882125,0.0002997112,0.001446372,0.0121408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004372479,"about_ca_system_score_gemma":0.00006895335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007693964,"about_ca_topic_score_gemma":0.000006219306,"domain_scores_codex":[0.9957411,0.00006813663,0.0005558743,0.0004668328,0.0008310793,0.002336987],"domain_scores_gemma":[0.997592,0.0002561075,0.00005512817,0.001119937,0.0000798899,0.000896892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001812777,0.001852233,0.04110491,0.007685008,0.002844634,0.00038721,0.01370689,0.1557059,0.2182619,0.1005458,0.2870828,0.1706415],"study_design_scores_gemma":[0.001936077,0.0001670542,0.03523235,0.0004429797,0.0002108253,0.0001302394,0.0004777931,0.03445689,0.03989457,0.0003785543,0.883918,0.00275471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6417222,0.03193901,0.04042589,0.001389588,0.01349787,0.002259102,0.0002689777,0.004374671,0.2641227],"genre_scores_gemma":[0.9867358,0.0005713834,0.003743464,0.00007474676,0.002551713,0.00009480921,0.00003415045,0.0003274958,0.005866432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5968352,"threshold_uncertainty_score":0.9995342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498053470771287,"score_gpt":0.2511601552498454,"score_spread":0.2361796205421325,"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."}}