{"meta":{"query_hash":"7d4dffa71a07","filters":{"venue":"International Journal of Software Engineering Technology and Applications"},"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/7d4dffa71a07","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Software+Engineering+Technology+and+Applications"},"results":[{"id":"W1994418092","doi":"10.1504/ijseta.2015.067531","title":"Automated generation of pervasive systems architectures: a detailed empirical evaluation","year":2015,"lang":"en","type":"article","venue":"International Journal of Software Engineering Technology and Applications","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","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":"Carleton University","funders":"","keywords":"Computer science; Ubiquitous computing; Context-aware pervasive systems; Systems engineering; Computer architecture; Human–computer interaction; Engineering","score_opus":0.06909025490447768,"score_gpt":0.34619659728346935,"score_spread":0.2771063423789917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994418092","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08243743,0.0012299528,0.9149959,0.00032008335,0.0004111228,0.00015876286,0.0000039403144,0.00044031988,0.0000024593305],"genre_scores_gemma":[0.57648623,0.000016444239,0.42334476,0.000008265851,0.000082685045,0.000050176397,0.0000026918085,0.0000065231443,0.0000022408235],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989331,0.00003882143,0.00040037316,0.00015081465,0.0003737038,0.000103237115],"domain_scores_gemma":[0.99801695,0.00029358923,0.0002753535,0.00021126427,0.0011426447,0.000060180762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006163222,0.000108404856,0.00019331014,0.00070932624,0.000025375231,0.00003084569,0.0006477676,0.00012116874,5.270753e-7],"category_scores_gemma":[0.0023589283,0.00010039739,0.000040074858,0.00043539525,0.00005450946,0.00016454533,0.0001239164,0.00020793089,0.000001018496],"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":[0.0000059344543,0.000045760724,0.002742348,0.000016792945,0.00013341209,0.000007617102,0.00026076913,0.9592347,0.0029501813,0.013190398,0.000117677664,0.021294406],"study_design_scores_gemma":[0.0015886828,0.00030364914,0.0044880495,0.0001874629,0.00007976979,0.0011942363,0.0001652528,0.9532387,0.010979638,0.024318857,0.0030471615,0.0004084913],"about_ca_topic_score_codex":8.9281383e-7,"about_ca_topic_score_gemma":2.9106778e-7,"teacher_disagreement_score":0.49404877,"about_ca_system_score_codex":0.00010447854,"about_ca_system_score_gemma":0.00012944706,"threshold_uncertainty_score":0.40940866},"labels":[],"label_agreement":null}]}