{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"818771620eb8","filters":{"venue":"대한건축학회 학술발표대회 논문집 - 구조계"}},"results":[{"id":"W2271758429","doi":"","title":"천장텍스를 이용한 무내화피복 바닥 시스템 개발","year":2003,"lang":"ko","type":"article","venue":"대한건축학회 학술발표대회 논문집 - 구조계","topic":"Education, Safety, and Science Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ceiling (cloud); Deck; Tile; Fire resistance; Structural engineering; Engineering; Beam (structure); Steel bar; Structural element; Fire performance; Materials science; Composite material","authors":[{"name":"권인규","is_ca":false},{"name":"지남용","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05136600297310261,"gpt":0.3698332850384106,"spread":0.3184672820653079,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000226779,0.0003138527,0.0001147004,0.0004657846,0.000569005,0.0004178468,0.000267301,0.0002167178,0.006864392],"category_scores_gemma":[0.0002284171,0.0001553306,0.0001912421,0.0005435639,0.0004007415,0.0003317764,0.0002785651,0.00018417,0.002507383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004279122,"about_ca_system_score_gemma":0.0004967206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003465117,"about_ca_topic_score_gemma":0.01332811,"domain_scores_codex":[0.9997218,0.00003033913,0.00001575405,0.00006281596,0.0001326803,0.0000366477],"domain_scores_gemma":[0.9997616,0.00001514513,0.00004776475,0.00002405944,0.0001286478,0.00002277337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002560082,0.0002280584,0.036195,0.0007403414,0.00004204505,0.0007272312,0.0009862614,0.005598267,0.2814358,0.01274335,0.008961141,0.6520865],"study_design_scores_gemma":[0.00002755254,0.001913128,0.1598367,0.0001967197,0.000108559,0.002190487,0.002027751,0.00568845,0.415801,0.002531445,0.4095478,0.0001303668],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7512127,0.004285095,0.07551225,0.0006225324,0.0002311652,0.0002299374,0.0008303939,0.0008364883,0.1662394],"genre_scores_gemma":[0.9214659,0.001791897,0.02871289,0.00009141395,0.000021556,0.0000389524,0.000455394,0.00007672995,0.04734524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006864392,"threshold_uncertainty_score":0.0229637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1910856728","doi":"","title":"유틸리티 이론을 이용한 콘크리트 부재의 사용성 평가","year":2005,"lang":"ko","type":"article","venue":"대한건축학회 학술발표대회 논문집 - 구조계","topic":"Construction Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Serviceability (structure); Probabilistic logic; Deflection (physics); Structural engineering; Engineering; Computer science; Artificial intelligence","authors":[{"name":"이영학","is_ca":false},{"name":"정광량","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004541606561286507,"gpt":0.1822531366952674,"spread":0.1777115301339809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003830954,0.0004641415,0.0004436302,0.0009967891,0.0009674965,0.002416103,0.00155033,0.0009069308,0.005928425],"category_scores_gemma":[0.008960377,0.0004449034,0.0006519044,0.0004022618,0.002490103,0.002807092,0.0009574183,0.001035598,0.001825801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138056,"about_ca_system_score_gemma":0.001441837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002022478,"about_ca_topic_score_gemma":0.003746157,"domain_scores_codex":[0.996682,0.0008623934,0.0002578789,0.000326653,0.001681128,0.0001899935],"domain_scores_gemma":[0.9953166,0.002319708,0.0003257428,0.0006240241,0.001306903,0.0001069868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009246532,0.00009993681,0.003011493,0.0001600935,0.00001946906,0.0001238049,0.0004492686,0.1535614,0.00767324,0.7214399,0.004979549,0.1083895],"study_design_scores_gemma":[0.0000359508,0.0002226544,0.002050628,0.0002644832,0.00003313301,0.0002691953,0.0003017976,0.3901579,0.02331395,0.5312435,0.05200232,0.0001045046],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04801872,0.0004169529,0.8511602,0.0006900569,0.00009153568,0.0002135166,0.0001909535,0.0009226263,0.09829556],"genre_scores_gemma":[0.7675291,0.0004476408,0.2158079,0.000278933,0.00004848335,0.0004718321,0.0002720176,0.0001696199,0.01497442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005928425,"threshold_uncertainty_score":0.02026027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}