{"meta":{"query_hash":"6909830c631d","filters":{"venue":"IJIIS International Journal of Informatics and Information Systems"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/6909830c631d","api":"https://metacan.xera.ac/api/v1/cohort?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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.024287172217243955,"score_gpt":0.24121853095153492,"score_spread":0.21693135873429098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390655562","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019776016,0.00070041895,0.97602445,0.000013694723,0.0018794204,0.00021816108,0.000015769303,0.00005334649,0.0013187405],"genre_scores_gemma":[0.9813055,0.0007573838,0.017683607,0.00002205026,0.00018739793,0.0000106554735,0.000020619267,0.000008838208,0.000003962223],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978481,0.000021315107,0.0015256257,0.00003313561,0.00047549693,0.0000963578],"domain_scores_gemma":[0.99898124,0.00005104081,0.000383874,0.00006755229,0.00048242262,0.000033864322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006781905,0.00012544601,0.0002284876,0.0005546856,0.000021510472,0.00048066003,0.00016310877,0.0000884359,0.0000016684232],"category_scores_gemma":[0.00001342589,0.000103948114,0.000044754317,0.0001365634,0.00001413246,0.0028115036,0.000024276509,0.0001371967,0.0000024984574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074968907,0.0000070505143,0.0000036355168,0.0005478008,0.000057328456,0.0000013120714,0.003329036,0.9820734,0.00004276802,0.007479067,0.00030141347,0.006149663],"study_design_scores_gemma":[0.00021621266,0.00005391636,0.000007635397,0.0007964782,0.0000083323675,0.00010568102,0.0003632138,0.9944365,0.0017421056,0.000036552283,0.002133786,0.000099604855],"about_ca_topic_score_codex":0.00001925949,"about_ca_topic_score_gemma":2.830905e-7,"teacher_disagreement_score":0.9615295,"about_ca_system_score_codex":0.00011947307,"about_ca_system_score_gemma":0.000048651185,"threshold_uncertainty_score":0.46350157},"labels":[],"label_agreement":null}]}