{"meta":{"query_hash":"97f20d8d8d8e","filters":{"venue":"Sistemas y Telemática"},"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/97f20d8d8d8e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Sistemas+y+Telem%C3%A1tica"},"results":[{"id":"W1541157550","doi":"10.18046/syt.v9i18.1076","title":"On Designing Self-Adaptive Software Systems","year":2011,"lang":"en","type":"article","venue":"Sistemas y Telemática","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":5,"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 Victoria","funders":"","keywords":"Computer science; Software; Process (computing); Feedback loop; Software development; Software system; Class (philosophy); Software requirements; Software sizing; Software construction; Software engineering; Control engineering; Artificial intelligence; Engineering; Programming language","score_opus":0.061197426885618085,"score_gpt":0.24822780665658023,"score_spread":0.18703037977096215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1541157550","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00051097386,0.0003064376,0.99228865,0.000015552721,0.0009629013,0.00030428893,0.0000017013139,0.0027340706,0.002875429],"genre_scores_gemma":[0.17401631,0.0000060705984,0.8255963,0.0000640633,0.000047328977,0.00007128431,4.567501e-7,0.000029347222,0.00016887556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99793714,0.00027912983,0.00034137486,0.00057828217,0.00034883717,0.00051523594],"domain_scores_gemma":[0.9969303,0.0016991522,0.00013637796,0.0009675019,0.00012149916,0.00014514268],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070208736,0.0002821301,0.00035889598,0.00016187082,0.00014935974,0.000075909826,0.0010294914,0.00011864503,0.000007869603],"category_scores_gemma":[0.0010961085,0.00025024812,0.00009733253,0.00038884592,0.00004716319,0.00035997925,0.00023445798,0.00025997468,0.00016036685],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006135538,0.0002831729,0.0003230531,0.00039842937,0.00026731758,0.00038987616,0.005788698,0.016749509,0.00036098747,0.9599535,0.00092111836,0.014502969],"study_design_scores_gemma":[0.005953201,0.011789379,0.015136441,0.004699514,0.00052228634,0.0013629192,0.002952636,0.09639824,0.08788971,0.74702257,0.013676423,0.012596701],"about_ca_topic_score_codex":0.000007901753,"about_ca_topic_score_gemma":3.9908116e-7,"teacher_disagreement_score":0.21293096,"about_ca_system_score_codex":0.00013398459,"about_ca_system_score_gemma":0.000060670092,"threshold_uncertainty_score":0.999995},"labels":[],"label_agreement":null}]}