{"id":"W2166994620","doi":"","title":"콘크리트 충전 브릿지 플레이트(대골형 파형강판) 부재의 성능평가","year":2010,"lang":"ko","type":"article","venue":"한국콘크리트학회논문집","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compressive strength; Structural engineering; Arch; Flexural strength; Safety factor; Compression (physics); Arch bridge; Bridge (graph theory); Engineering; Materials science; Composite material","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009256511,0.000865519,0.000739328,0.0005240274,0.0002576962,0.0003441501,0.001340125,0.0009538154,0.003210142],"category_scores_gemma":[0.0003436219,0.0009568466,0.0003244544,0.0009612802,0.0002562075,0.0002799808,0.0005799385,0.003998714,0.008760399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002148363,"about_ca_system_score_gemma":0.0001684293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001640312,"about_ca_topic_score_gemma":0.00009530094,"domain_scores_codex":[0.9951743,0.00005811935,0.000762202,0.0009209824,0.001066967,0.002017392],"domain_scores_gemma":[0.9966266,0.0003695247,0.0000849795,0.001908622,0.0001724979,0.0008377602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001015433,0.0005937705,0.004172074,0.002653808,0.0009815461,0.0007105231,0.002518735,0.05325239,0.7527807,0.03497443,0.07881773,0.06844274],"study_design_scores_gemma":[0.003859383,0.0003577973,0.02171819,0.0005094914,0.0002694978,0.0002981733,0.0003236122,0.2071455,0.1087735,0.002054043,0.650254,0.00443675],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7982787,0.002414231,0.01495387,0.001925058,0.01305995,0.001792064,0.0002507084,0.003628932,0.1636965],"genre_scores_gemma":[0.9809305,0.0002929045,0.007758234,0.00008412033,0.002455585,0.0001308483,0.00004696286,0.0004329559,0.007867896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6440072,"threshold_uncertainty_score":0.9992882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006287811540880424,"score_gpt":0.233535237027104,"score_spread":0.2272474254862235,"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."}}