{"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":"957cfd6d0fd7","filters":{"venue":"Transactions of the Korean Society of Mechanical Engineers B"}},"results":[{"id":"W2010150372","doi":"10.3795/ksme-b.2011.35.2.197","title":"Experimental Study on Peak-Pressure Variation Due to Compression by Using RCM","year":2011,"lang":"en","type":"article","venue":"Transactions of the Korean Society of Mechanical Engineers B","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Compression (physics); Variation (astronomy); Computer science; Materials science; Composite material; Physics","authors":[{"name":"Hye-Min Kim","is_ca":true},{"name":"Hak-Young Kim","is_ca":false},{"name":"Seung‐Wook Baek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02726849549496571,"gpt":0.2559967213109479,"spread":0.2287282258159822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004728495,0.0004898545,0.0003233202,0.0004910663,0.0005279321,0.0002701189,0.000756551,0.0006013683,0.004144982],"category_scores_gemma":[0.001097038,0.000255265,0.0002376457,0.0007843307,0.000599076,0.0005374195,0.0003401103,0.0006826177,0.0003319235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002032374,"about_ca_system_score_gemma":0.0001933505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006095323,"about_ca_topic_score_gemma":0.0005233455,"domain_scores_codex":[0.9994459,0.00005280831,0.00003135958,0.0001108626,0.0002535943,0.0001055796],"domain_scores_gemma":[0.9988624,0.000547489,0.0001292264,0.000107423,0.0002912925,0.00006228084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008053518,0.0001881197,0.001512982,0.0002246597,0.00001225017,0.0001917241,0.0003352475,0.0004021553,0.9854077,0.0002585549,0.0003203877,0.01034092],"study_design_scores_gemma":[0.00003632437,0.001346689,0.01425654,0.00001665622,0.00002458997,0.0001959507,0.0002196598,0.003650936,0.9784021,0.00008979142,0.001732298,0.00002859208],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924408,0.0005954638,0.003563497,0.0000913662,0.00008375195,0.00005061485,0.0004757812,0.0001158334,0.00258289],"genre_scores_gemma":[0.9962295,0.0002818094,0.001930282,0.00003160416,0.00004084775,0.00004442633,0.000178545,0.00002378589,0.001239212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004144982,"threshold_uncertainty_score":0.01386636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3039468098","doi":"10.3795/ksme-b.2020.44.7.415","title":"Numerical Analysis of Active Refrigeration Performance in Thermoelectric Device Integrated with Naval Vessel Radar System","year":2020,"lang":"en","type":"article","venue":"Transactions of the Korean Society of Mechanical Engineers B","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Refrigeration; Thermoelectric effect; Radar; Marine engineering; Materials science; Nuclear engineering; Mechanical engineering; Computer science; Environmental science; Thermodynamics; Telecommunications; Physics; Engineering","authors":[{"name":"Sung-Whan Yim","is_ca":true},{"name":"Dong-Kyun Lee","is_ca":true},{"name":"Heung-Tae Kim","is_ca":true},{"name":"Young-Eun Ra","is_ca":true},{"name":"Hoon Kim","is_ca":false},{"name":"Gimin Park","is_ca":false},{"name":"Woochul Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007594214014449851,"gpt":0.1798808302880419,"spread":0.172286616273592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002462965,0.0002866307,0.0004332623,0.0002810329,0.0004338695,0.0005398559,0.0004675635,0.0007387393,0.003520967],"category_scores_gemma":[0.0006035517,0.0001991252,0.0004875335,0.000269914,0.0004304243,0.000489462,0.0003167182,0.0003054919,0.000196331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005675745,"about_ca_system_score_gemma":0.0004089029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008827695,"about_ca_topic_score_gemma":0.005363174,"domain_scores_codex":[0.9998831,0.00002345214,0.00000463952,0.00001876214,0.00003618678,0.00003379399],"domain_scores_gemma":[0.9997578,0.0001134676,0.00003015779,0.00001289519,0.00007072232,0.00001494463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000228129,0.00006306227,0.003550447,0.0001748949,0.00003713269,0.0002783255,0.00008713537,0.9725505,0.01196842,0.002291872,0.001264637,0.007505349],"study_design_scores_gemma":[0.000007612805,0.00004536344,0.0005733041,0.000004150564,0.000006430899,0.00001036626,0.00002202781,0.9977263,0.001255986,0.000114415,0.0002293056,0.000004772452],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.900714,0.00149605,0.0547028,0.000789643,0.0001920788,0.0000573986,0.0003437396,0.0004152966,0.04128895],"genre_scores_gemma":[0.9956382,0.00009729971,0.001793456,0.00001964696,0.000007708305,0.00001631521,0.00003011768,0.00001253489,0.002384848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008827695,"threshold_uncertainty_score":0.01755261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}