{"meta":{"query_hash":"04da72def93b","filters":{"venue":"Advanced Information Systems"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/04da72def93b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advanced+Information+Systems"},"results":[{"id":"W4407911901","doi":"10.20998/2522-9052.2025.1.07","title":"EFFICIENCY AND RELIABILITY OF MULTI-OBJECT CONTROL METHODS IN COMPLEX NETWORKS","year":2025,"lang":"en","type":"article","venue":"Advanced Information Systems","topic":"Advanced Research in Systems and Signal Processing","field":"Engineering","cited_by":1,"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 Waterloo","funders":"","keywords":"Reliability (semiconductor); Computer science; Reliability engineering; Object (grammar); Control (management); Artificial intelligence; Engineering","score_opus":0.015333417349518402,"score_gpt":0.3322270908282194,"score_spread":0.316893673478701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407911901","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.115498506,0.0011118844,0.87903017,0.00026093452,0.00006628778,0.00012742706,0.000027290615,0.00040418797,0.0034733817],"genre_scores_gemma":[0.9303775,0.00037153193,0.06787138,0.000039264054,0.000025174902,0.00009440017,0.000031096817,0.000060454837,0.0011292781],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9949921,0.0016162107,0.00030123646,0.00068667665,0.0021277354,0.00027595708],"domain_scores_gemma":[0.9723937,0.016899632,0.0034124004,0.0033146618,0.0036633005,0.00031639356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076682437,0.0010377839,0.000901281,0.0014419284,0.0007618415,0.0020458915,0.0014375875,0.000882664,0.0011599665],"category_scores_gemma":[0.026477095,0.00046870924,0.0006493534,0.0007830984,0.0016208752,0.0022601977,0.0011166049,0.00076124095,0.00021906389],"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":[0.00035747484,0.00012895458,0.006380109,0.00026998625,0.00012958726,0.000093463445,0.00026582406,0.8107139,0.007724812,0.01446738,0.00039085682,0.15907769],"study_design_scores_gemma":[0.000016515283,0.0001820746,0.001679695,0.00002970195,0.00003079432,0.000050870705,0.00006390823,0.9854579,0.0064435913,0.0053355377,0.0006884247,0.000020935395],"about_ca_topic_score_codex":0.0042601135,"about_ca_topic_score_gemma":0.002444432,"teacher_disagreement_score":0.0076682437,"about_ca_system_score_codex":0.0016393547,"about_ca_system_score_gemma":0.0014029471,"threshold_uncertainty_score":0.040554047},"labels":[],"label_agreement":null},{"id":"W4412839605","doi":"10.20998/2522-9052.2025.3.05","title":"DEVELOPMENT OF PROCESSES FOR MONITORING PROGRAM IMPLEMENTATION IN STAKEHOLDER-ORIENTED RESOURCE MANAGEMENT","year":2025,"lang":"en","type":"article","venue":"Advanced Information Systems","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","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 Waterloo","funders":"Ministry of Education and Science of Ukraine","keywords":"Stakeholder; Process management; Resource (disambiguation); Business; Environmental resource management; Computer science; Political science; Environmental science; Public relations","score_opus":0.022851876207697682,"score_gpt":0.2911239001278247,"score_spread":0.268272023920127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412839605","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03146021,0.000105397645,0.9406188,0.0010421097,0.000043994263,0.0043800105,0.00026850475,0.0024851772,0.019595737],"genre_scores_gemma":[0.25577632,0.00015007764,0.7377883,0.00012055869,0.000010596003,0.003088166,0.0005146096,0.00014547688,0.0024059608],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9727553,0.017884966,0.0013759444,0.0018600909,0.0051291795,0.0009944183],"domain_scores_gemma":[0.95485026,0.017231056,0.0055213966,0.008396137,0.012687724,0.0013133453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03274342,0.00097406143,0.0006892975,0.00408358,0.0024874653,0.0049499064,0.0029150748,0.0017034197,0.005063372],"category_scores_gemma":[0.053358756,0.00072350656,0.0010052535,0.00288504,0.0017037247,0.0052177194,0.0046112747,0.002249517,0.0012860175],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045522707,0.0019070173,0.032333527,0.0015346407,0.00018794285,0.00068943866,0.024689091,0.11879942,0.015218067,0.18110533,0.009525344,0.61355495],"study_design_scores_gemma":[0.0002498019,0.0015118365,0.030495357,0.002804438,0.00021955626,0.00049679994,0.025205467,0.5805719,0.059391458,0.1713769,0.1270929,0.0005836086],"about_ca_topic_score_codex":0.009920407,"about_ca_topic_score_gemma":0.007846663,"teacher_disagreement_score":0.03274342,"about_ca_system_score_codex":0.0048928782,"about_ca_system_score_gemma":0.0137583455,"threshold_uncertainty_score":0.17316586},"labels":[],"label_agreement":null},{"id":"W4414883789","doi":"10.20998/2522-9052.2025.4.08","title":"A MULTI-LAYER DELTA LAKEHOUSE FOR EPIDEMIOLOGICAL MONITORING AND FORECASTING UNDER EMERGENCIES","year":2025,"lang":"en","type":"article","venue":"Advanced Information Systems","topic":"Water Systems 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":"Balsillie School of International Affairs","funders":"National Research Foundation; National Research Foundation of Ukraine","keywords":"Analytics; Interoperability; Software deployment; Workflow; Data quality; Data analysis; Architecture; Testbed; Schema (genetic algorithms)","score_opus":0.060123666061945226,"score_gpt":0.27546835694270505,"score_spread":0.21534469088075983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414883789","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10331842,0.00042382264,0.8085906,0.0025619322,0.00016425921,0.0008525236,0.0029483892,0.068610154,0.012529846],"genre_scores_gemma":[0.51517403,0.0004704203,0.46367893,0.0009704816,0.00008488332,0.00031903535,0.006379036,0.0014914526,0.0114316065],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987778,0.00017551926,0.00016074773,0.00033938832,0.00040407619,0.00014243118],"domain_scores_gemma":[0.99678755,0.0006729749,0.00022352446,0.0010799051,0.0008162252,0.00041983047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030460532,0.0006378927,0.00045963813,0.0013623306,0.0008608854,0.0036334086,0.002969365,0.0007250603,0.004588032],"category_scores_gemma":[0.004762553,0.00082921935,0.0009889214,0.0012687015,0.0009010247,0.00558684,0.0044435444,0.0012263936,0.0016238891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023049077,0.0007865748,0.10518291,0.0014806348,0.0007414988,0.0013537138,0.004814506,0.14824624,0.061543345,0.08708964,0.08085171,0.5056043],"study_design_scores_gemma":[0.00017576311,0.0006357131,0.018338231,0.00037203802,0.0003480143,0.0005323418,0.001499106,0.74592555,0.046233326,0.047048103,0.13861175,0.00028010734],"about_ca_topic_score_codex":0.01166715,"about_ca_topic_score_gemma":0.012988267,"teacher_disagreement_score":0.01166715,"about_ca_system_score_codex":0.0021063357,"about_ca_system_score_gemma":0.0039678086,"threshold_uncertainty_score":0.023198485},"labels":[],"label_agreement":null}]}