{"meta":{"query_hash":"13619b0a43f9","filters":{"venue":"International Conference on Intelligent Systems and Control"},"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/13619b0a43f9","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Conference+on+Intelligent+Systems+and+Control"},"results":[{"id":"W2513674028","doi":"","title":"Decentralized supervisory control of discrete event systems: involving the fusion system in the decision-making","year":2007,"lang":"en","type":"article","venue":"International Conference on Intelligent Systems and Control","topic":"Petri Nets in System Modeling","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Supervisor; Supervisory control; Event (particle physics); Computer science; Control (management); Decentralised system; Control system; Control engineering; Architecture; Distributed computing; Artificial intelligence; Engineering","score_opus":0.04071149640313243,"score_gpt":0.30064105747632996,"score_spread":0.25992956107319753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513674028","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":[0.013884861,0.00016392536,0.98359126,0.00013996508,0.000064314314,0.000043831456,0.00001148485,0.00020555886,0.0018947854],"genre_scores_gemma":[0.8656317,0.00027951723,0.13184969,0.00009567788,0.00014335691,0.00013639533,0.00004454164,0.000027518307,0.0017916803],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990689,0.00023916911,0.000049339666,0.0002241102,0.00033485855,0.000083610445],"domain_scores_gemma":[0.9989778,0.00043926353,0.00013499495,0.0001681296,0.00019946796,0.00008036845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013708032,0.00047335023,0.00076113176,0.00022772432,0.00050317176,0.00095880136,0.0011250222,0.0006596605,0.0011755538],"category_scores_gemma":[0.0015126142,0.0002459065,0.00049044256,0.0002419014,0.0011406569,0.0012081538,0.0010814756,0.0012348985,0.00023826826],"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":[0.0004746366,0.00027453853,0.0013343056,0.0003577978,0.0001535354,0.00041369014,0.00057716103,0.67957866,0.050162725,0.14364028,0.0017497083,0.12128304],"study_design_scores_gemma":[0.000085455096,0.00018300254,0.00032337083,0.000016912245,0.00003600806,0.00006841168,0.000033380293,0.94659674,0.0073336675,0.04174148,0.0035577,0.000023870794],"about_ca_topic_score_codex":0.0010414113,"about_ca_topic_score_gemma":0.0011067826,"teacher_disagreement_score":0.0013708032,"about_ca_system_score_codex":0.0004559498,"about_ca_system_score_gemma":0.0011235109,"threshold_uncertainty_score":0.0072495937},"labels":[],"label_agreement":null},{"id":"W84389294","doi":"","title":"Choosing grid points in solving singular optimal control problems by iterative dynamic programming","year":2007,"lang":"en","type":"article","venue":"International Conference on Intelligent Systems and Control","topic":"Advanced Control Systems Optimization","field":"Engineering","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 Toronto","funders":"","keywords":"Optimal control; Interval (graph theory); Dynamic programming; Mathematical optimization; Grid; Control theory (sociology); Convergence (economics); Parametrization (atmospheric modeling); Mathematics; Optimization problem; Computer science; Control (management)","score_opus":0.009849570926403322,"score_gpt":0.24804670889403863,"score_spread":0.2381971379676353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W84389294","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":[0.018199822,0.00011606947,0.9802493,0.000092459784,0.000021406106,0.000053996002,0.000012420229,0.00014400129,0.0011105596],"genre_scores_gemma":[0.38378358,0.00021647186,0.6143551,0.00008023733,0.000022856126,0.00040238368,0.000073181116,0.0001313245,0.0009349119],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903536,0.00063822867,0.000042475716,0.00007422627,0.0001443302,0.00006536524],"domain_scores_gemma":[0.9974911,0.0019512565,0.00013124356,0.0001281615,0.00024323747,0.000054950047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028113255,0.0009351403,0.001330766,0.0007326133,0.00057658344,0.00075177936,0.0009101272,0.0010651996,0.0012575616],"category_scores_gemma":[0.007712021,0.0007456484,0.0006236094,0.00075419113,0.0014745656,0.0009556664,0.0011431719,0.0013570705,0.00032409362],"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":[0.000057493653,0.000022144228,0.00028197083,0.00003615089,0.000014944904,0.000034368277,0.00005137519,0.97870284,0.000642423,0.008111679,0.00018018615,0.0118643185],"study_design_scores_gemma":[0.000010864585,0.000019674311,0.000021298136,0.000004678664,0.0000015642639,0.0000029922123,0.000007745917,0.9955375,0.00029264766,0.0039733276,0.00012468308,0.0000030590925],"about_ca_topic_score_codex":0.005998101,"about_ca_topic_score_gemma":0.004141812,"teacher_disagreement_score":0.005998101,"about_ca_system_score_codex":0.00065700116,"about_ca_system_score_gemma":0.0010365759,"threshold_uncertainty_score":0.014867902},"labels":[],"label_agreement":null}]}