{"meta":{"query_hash":"eacb59956423","filters":{"venue":"International Conference on Autonomic and Autonomous Systems"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/eacb59956423","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Conference+on+Autonomic+and+Autonomous+Systems"},"results":[{"id":"W2622783233","doi":"","title":"Utility Function-based Workload Management for DBMSs","year":2011,"lang":"en","type":"article","venue":"International Conference on Autonomic and Autonomous Systems","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Workload; Function (biology); Operating system; Database","score_opus":0.054997878267276604,"score_gpt":0.2491191535576496,"score_spread":0.19412127529037299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622783233","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":[0.038955584,0.00012375129,0.74564826,0.0013840073,0.003990763,0.0009805588,0.000017364218,0.0005053872,0.20839433],"genre_scores_gemma":[0.99111426,0.0000035449652,0.0030965623,0.00032191048,0.00010163555,0.00011585129,0.0000041082285,0.000010689061,0.005231462],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985616,0.000045009456,0.0003677106,0.00058542745,0.00018105001,0.00025920055],"domain_scores_gemma":[0.99915516,0.00006156552,0.00018198077,0.000413992,0.00009597788,0.00009131482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000351482,0.00020281103,0.00019931485,0.00017595798,0.00016590754,0.00026984751,0.0007863116,0.00005991012,0.00004318185],"category_scores_gemma":[0.0000064065375,0.00018606221,0.000089167545,0.00006841063,0.000053924006,0.000030998668,0.00018670446,0.00009324633,0.000060003906],"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":[0.00006072627,0.00014243,0.00041771974,0.00004079055,0.000140695,0.000006381198,0.0002652731,0.0021701956,0.00000941623,0.88844156,0.00039648433,0.1079083],"study_design_scores_gemma":[0.0007086367,0.00014146042,0.0053885737,0.0001297133,0.00001564644,0.0000033530332,0.00017517748,0.96484876,0.000037258553,0.003469317,0.024838177,0.00024394027],"about_ca_topic_score_codex":0.00009247798,"about_ca_topic_score_gemma":0.000003905083,"teacher_disagreement_score":0.96267855,"about_ca_system_score_codex":0.000093193456,"about_ca_system_score_gemma":0.000068298694,"threshold_uncertainty_score":0.75873965},"labels":[],"label_agreement":null},{"id":"W26293774","doi":"10.1016/j.jacc.2015.06.1085","title":"Towards autonomic marketing","year":2012,"lang":"en","type":"article","venue":"International Conference on Autonomic and Autonomous Systems","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","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":"Queen's University","funders":"","keywords":"Marketing management; Computer science; Marketing research; Digital marketing; Business marketing; Marketing strategy; Marketing; Return on marketing investment; Merge (version control); Knowledge management; Business","score_opus":0.036774065141358815,"score_gpt":0.2727157472125983,"score_spread":0.23594168207123947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W26293774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47098133,0.00093801535,0.19852273,0.020754041,0.015322876,0.0013717004,0.00008047451,0.0032804902,0.28874835],"genre_scores_gemma":[0.9894126,0.000035598077,0.0062908074,0.0004325469,0.00036059838,0.00010879883,0.0000074237532,0.000022189757,0.0033294298],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978353,0.00010827032,0.00053118094,0.0006115588,0.0002854752,0.000628266],"domain_scores_gemma":[0.99866575,0.00012756363,0.00024003873,0.0006011551,0.0001109482,0.00025453616],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001076268,0.0003249466,0.00035331535,0.0003631823,0.00015084368,0.00065202784,0.0016569061,0.00015321087,0.000053540898],"category_scores_gemma":[0.00010439335,0.0003144788,0.00007410853,0.00014643934,0.0000798772,0.0006883082,0.0007223594,0.00026620922,0.00052309706],"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":[0.00001923309,0.00006844124,0.0024358481,0.000010667585,0.0000786621,0.0000063986386,0.0005428499,0.0007700121,0.00080321915,0.87462974,0.001885286,0.11874964],"study_design_scores_gemma":[0.00091771956,0.0002259071,0.06335427,0.00038488398,0.000019584202,0.00025647416,0.00063057966,0.6664647,0.0009858458,0.0029442795,0.26231235,0.0015034092],"about_ca_topic_score_codex":0.00013911023,"about_ca_topic_score_gemma":0.0000047269036,"teacher_disagreement_score":0.87168545,"about_ca_system_score_codex":0.0005342814,"about_ca_system_score_gemma":0.0002332549,"threshold_uncertainty_score":0.99993074},"labels":[],"label_agreement":null}]}