{"meta":{"query_hash":"e676739e2ed4","filters":{"venue":"˜The œInternational journal of networked and distributed computing"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/e676739e2ed4","api":"https://metacan.xera.ac/api/v1/cohort?venue=%C2%98The+%C2%9CInternational+journal+of+networked+and+distributed+computing"},"results":[{"id":"W2117073511","doi":"10.2991/ijndc.2014.2.2.5","title":"Multi-Objective Optimization for Milling Operations using Genetic Algorithms under Various Constraints","year":2014,"lang":"en","type":"article","venue":"˜The œInternational journal of networked and distributed computing","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Collège de Maisonneuve; Concordia University","funders":"Natural Science Foundation of Hebei Province; Ministry of Education of the People's Republic of China; National Natural Science Foundation of China","keywords":"Computer science; Genetic algorithm; Mathematical optimization; Algorithm; Machine learning; Mathematics","score_opus":0.015289614348946434,"score_gpt":0.26002909212342307,"score_spread":0.24473947777447663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117073511","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":[0.021569429,0.0005073432,0.9743774,0.00012389393,0.00002538927,0.00005792417,0.00004831758,0.00013958987,0.003150735],"genre_scores_gemma":[0.6064049,0.00088267855,0.3881227,0.00011031488,0.00004366062,0.0004684349,0.00018571067,0.000118622695,0.003662958],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996402,0.00014066296,0.000013571197,0.000056359404,0.00010889076,0.000040282397],"domain_scores_gemma":[0.9994235,0.00040836632,0.00006852794,0.000019799616,0.00006369295,0.00001607939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000920339,0.0013259194,0.0013520141,0.00083017204,0.00047803952,0.0011352835,0.00096880674,0.0015266424,0.0015072885],"category_scores_gemma":[0.0017008715,0.00060139096,0.0009569753,0.0011753198,0.00049680367,0.00087606895,0.0006149972,0.0010598283,0.00025561205],"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":[0.000007109836,0.00001031013,0.000071691844,0.00002456371,0.0000128049805,0.000016178863,0.000010561314,0.9911646,0.0002806643,0.0019587213,0.000092406866,0.006350352],"study_design_scores_gemma":[0.000004085102,0.000010982071,0.00002364139,0.0000037205384,0.00000374387,0.000004069649,0.0000040999726,0.9987336,0.00011403816,0.00096281985,0.00013340768,0.0000018804474],"about_ca_topic_score_codex":0.0056385146,"about_ca_topic_score_gemma":0.0042481134,"teacher_disagreement_score":0.0056385146,"about_ca_system_score_codex":0.00094448455,"about_ca_system_score_gemma":0.0011036068,"threshold_uncertainty_score":0.011211395},"labels":[],"label_agreement":null},{"id":"W2241203405","doi":"10.2991/ijndc.2015.3.4.4","title":"Hybrid Approach of Ontology and Image Clustering for Automatic Generation of Hierarchic Image Database","year":2015,"lang":"en","type":"article","venue":"˜The œInternational journal of networked and distributed computing","topic":"Image Retrieval and Classification Techniques","field":"Computer Science","cited_by":2,"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 British Columbia","funders":"Japan Society for the Promotion of Science; Ritsumeikan University; Chubu University; Research Promotion Foundation; Artificial Intelligence Research Promotion Foundation","keywords":"Computer science; Cluster analysis; Image (mathematics); Ontology; Data mining; Information retrieval; Artificial intelligence; Database","score_opus":0.04686733170463816,"score_gpt":0.28994845795190816,"score_spread":0.24308112624727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2241203405","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":[0.009235603,0.00018173445,0.98609734,0.00007509512,0.000023086859,0.00018044989,0.00023052767,0.002168816,0.0018073105],"genre_scores_gemma":[0.0978639,0.00029733588,0.89823174,0.00008367936,0.000013283126,0.00021873048,0.0013008988,0.00020508947,0.0017853694],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998489,0.00015252894,0.00014158105,0.0004246974,0.0006784106,0.00011376346],"domain_scores_gemma":[0.9993843,0.000097134485,0.000050747854,0.00014951598,0.00028689372,0.000031386015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008983505,0.0006244099,0.0007881682,0.004363459,0.00083710114,0.0013275634,0.0014525322,0.00060663227,0.00200114],"category_scores_gemma":[0.0016657194,0.00037506066,0.0013227888,0.0028933273,0.00046373825,0.0020500976,0.0013874988,0.0005597657,0.0007620259],"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":[0.00011543978,0.00024650744,0.0029011834,0.0003448184,0.00014944718,0.00024897876,0.00057507725,0.0134702595,0.04589611,0.016270423,0.0068319673,0.9129498],"study_design_scores_gemma":[0.00006424822,0.00018516806,0.0081808595,0.000111899026,0.0002594547,0.0013596738,0.0014184491,0.78203255,0.11183652,0.027658848,0.06669965,0.00019277986],"about_ca_topic_score_codex":0.0089484705,"about_ca_topic_score_gemma":0.010507335,"teacher_disagreement_score":0.0089484705,"about_ca_system_score_codex":0.0009030716,"about_ca_system_score_gemma":0.0015618786,"threshold_uncertainty_score":0.017792761},"labels":[],"label_agreement":null},{"id":"W2819044370","doi":"10.2991/ijndc.2018.6.2.4","title":"Real-time Multi-Agents Architecture for E-commerce Servers","year":2018,"lang":"en","type":"article","venue":"˜The œInternational journal of networked and distributed computing","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":6,"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 Manitoba","funders":"","keywords":"Computer science; Server; Architecture; Operating system; Distributed computing; Embedded system; Computer architecture","score_opus":0.019621927969658177,"score_gpt":0.27059230945242,"score_spread":0.25097038148276185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2819044370","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":[0.021832643,0.00089117914,0.95952535,0.00074901164,0.00021737468,0.00022250134,0.000043312957,0.002199816,0.01431877],"genre_scores_gemma":[0.39498043,0.0009885392,0.5777171,0.0004038224,0.00012695849,0.00037143688,0.00022979481,0.00023331853,0.024948606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993105,0.00021064804,0.00008633592,0.00011462416,0.00020903927,0.000068830304],"domain_scores_gemma":[0.9994566,0.00008799235,0.000057735084,0.000108648375,0.00020272074,0.00008634895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009394895,0.00039812786,0.0004028094,0.00032378882,0.0009859867,0.002589155,0.0023028408,0.0013931141,0.0026203555],"category_scores_gemma":[0.0012432915,0.00034212932,0.0005847321,0.00034163508,0.00073966,0.0017098726,0.0010803182,0.0016646382,0.0015472803],"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":[0.00047086694,0.0004963933,0.0022312384,0.0005607501,0.0002266371,0.0012225542,0.001731762,0.24042304,0.07692075,0.51626545,0.011061271,0.14838928],"study_design_scores_gemma":[0.00006798344,0.00020563103,0.0005100291,0.00006050005,0.00011916649,0.00038450543,0.00020105638,0.8400243,0.01530477,0.053193294,0.08986123,0.00006762489],"about_ca_topic_score_codex":0.0028351624,"about_ca_topic_score_gemma":0.003619793,"teacher_disagreement_score":0.0028351624,"about_ca_system_score_codex":0.0009370562,"about_ca_system_score_gemma":0.001671752,"threshold_uncertainty_score":0.0087659955},"labels":[],"label_agreement":null},{"id":"W4255962326","doi":"10.2991/ijndc.2016.4.1.7","title":"Using SPIN to Check Simulink Stateflow Models","year":2016,"lang":"en","type":"article","venue":"˜The œInternational journal of networked and distributed computing","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology; CMC Microsystems","keywords":"Stateflow; Computer science; Programming language; Embedded system; Software engineering; MATLAB","score_opus":0.0414733582807776,"score_gpt":0.27508588291019676,"score_spread":0.23361252462941917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255962326","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":[0.07423329,0.00011575624,0.90813607,0.00012056999,0.000081233076,0.0001456988,0.00065088953,0.013631579,0.0028849808],"genre_scores_gemma":[0.6948291,0.00018705464,0.300622,0.00009213173,0.000022358034,0.00026613145,0.0012222899,0.00092453166,0.001834415],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966744,0.0011597951,0.00027201406,0.00038200855,0.0012781736,0.00023363408],"domain_scores_gemma":[0.98751706,0.0074965116,0.0012309998,0.0023842207,0.0012438492,0.00012728709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002815317,0.0011361955,0.0006538486,0.0013862376,0.00080620154,0.0016230141,0.0012775504,0.00067187945,0.0049798307],"category_scores_gemma":[0.014328327,0.00069094734,0.001256645,0.00074554427,0.0013725021,0.003007564,0.0013704742,0.0010777357,0.0005783414],"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":[0.00049238466,0.000242153,0.008630012,0.00060286396,0.00025444615,0.00038317876,0.00035829417,0.8240571,0.01800126,0.07678585,0.0025343904,0.0676581],"study_design_scores_gemma":[0.00005884891,0.00012989892,0.00029628663,0.000048931674,0.000060987586,0.000059976992,0.000059427777,0.9444998,0.029125145,0.022008423,0.003624949,0.00002729446],"about_ca_topic_score_codex":0.011005544,"about_ca_topic_score_gemma":0.014940382,"teacher_disagreement_score":0.011005544,"about_ca_system_score_codex":0.0010829855,"about_ca_system_score_gemma":0.0029881515,"threshold_uncertainty_score":0.02188301},"labels":[],"label_agreement":null}]}