{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"6909830c631d","filters":{"venue":"IJIIS International Journal of Informatics and Information Systems"}},"results":[{"id":"W4390655562","doi":"10.47738/ijiis.v7i1.189","title":"Efficient Generation of Models through Swift Assembly Techniques in Computer-Aided Design Systems","year":2024,"lang":"en","type":"article","venue":"IJIIS International Journal of Informatics and Information Systems","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Swift; Computer science; Computer-aided; Computer Aided Design; Systems engineering; Engineering drawing; Engineering; Operating system; Programming language","authors":[{"name":"Yuanzhe Deng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02428717221724395,"gpt":0.2412185309515349,"spread":0.216931358734291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006781905,0.000125446,0.0002284876,0.0005546856,0.00002151047,0.00048066,0.0001631088,0.0000884359,0.000001668423],"category_scores_gemma":[0.00001342589,0.0001039481,0.00004475432,0.0001365634,0.00001413246,0.002811504,0.00002427651,0.0001371967,0.000002498457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194731,"about_ca_system_score_gemma":0.00004865119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001925949,"about_ca_topic_score_gemma":2.830905e-7,"domain_scores_codex":[0.9978481,0.00002131511,0.001525626,0.00003313561,0.0004754969,0.0000963578],"domain_scores_gemma":[0.9989812,0.00005104081,0.000383874,0.00006755229,0.0004824226,0.00003386432],"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":[0.000007496891,0.000007050514,0.000003635517,0.0005478008,0.00005732846,0.000001312071,0.003329036,0.9820734,0.00004276802,0.007479067,0.0003014135,0.006149663],"study_design_scores_gemma":[0.0002162127,0.00005391636,0.000007635397,0.0007964782,0.000008332368,0.000105681,0.0003632138,0.9944365,0.001742106,0.00003655228,0.002133786,0.00009960485],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01977602,0.000700419,0.9760244,0.00001369472,0.00187942,0.0002181611,0.0000157693,0.00005334649,0.001318741],"genre_scores_gemma":[0.9813055,0.0007573838,0.01768361,0.00002205026,0.0001873979,0.00001065547,0.00002061927,0.000008838208,0.000003962223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9615295,"threshold_uncertainty_score":0.4635016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}