{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"868e95ff4f12","filters":{"venue":"Journal of Computing and Information Technology"}},"results":[{"id":"W1989551336","doi":"10.2498/cit.2003.01.02","title":"Modeling a Multi-Agent System for Retrieving Information from Distributed Sources","year":2003,"lang":"en","type":"article","venue":"Journal of Computing and Information Technology","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Set (abstract data type); Intelligent agent; Distributed computing; Information system; Information retrieval; World Wide Web; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.01379407851870145,"gpt":0.2333319629600556,"spread":0.2195378844413542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008158251,0.0001089266,0.0002372843,0.0005002535,0.0002206385,0.0002313956,0.0002773677,0.0001450735,4.762899e-7],"category_scores_gemma":[0.0004031861,0.00009349821,0.00006192367,0.0003227435,0.0000145864,0.00325688,0.00005891246,0.0001586651,0.000004272122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009779319,"about_ca_system_score_gemma":0.00005590892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001038643,"about_ca_topic_score_gemma":3.866312e-7,"domain_scores_codex":[0.9985189,0.00003970579,0.001014402,0.00006770912,0.0001935698,0.000165733],"domain_scores_gemma":[0.9982492,0.00007152727,0.0009729199,0.0001597362,0.0004932893,0.00005335974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009267486,0.0001359356,0.007057162,0.001137978,0.0003735621,0.000004390678,0.02134752,0.2923469,0.001128719,0.3288858,0.0007649682,0.3467244],"study_design_scores_gemma":[0.001085136,0.00008083836,0.0002048914,0.000172272,0.00001038284,0.00007767369,0.001666413,0.9903424,0.001334999,0.0002600235,0.004660306,0.0001046227],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1940419,0.0001223611,0.8049401,0.0001623935,0.0004583961,0.0001472701,0.000006425998,0.00009987313,0.00002123068],"genre_scores_gemma":[0.9014701,0.00001643656,0.09841581,0.00005226881,0.00003017489,0.000001943943,0.00001037373,0.000002321997,6.087324e-7],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7074282,"threshold_uncertainty_score":0.3812746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965769127","doi":"10.2498/cit.2003.01.05","title":"Real Laboratories for Distance Education","year":2003,"lang":"en","type":"article","venue":"Journal of Computing and Information Technology","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Debugging; Distance education; Remote laboratory; The Internet; Work (physics); Software; Software engineering; Multimedia; Embedded system; Engineering management; World Wide Web; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.001891306555669679,"gpt":0.2167846050810335,"spread":0.2148932985253638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001160582,0.00004620639,0.00008008468,0.0001667634,0.00003597759,0.00002089885,0.00004256341,0.00005098702,7.607878e-7],"category_scores_gemma":[0.00009763848,0.00004575327,0.00001192352,0.0001403371,0.00001591927,0.0004024649,0.000004212252,0.0001021569,7.112845e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003665916,"about_ca_system_score_gemma":0.00002448562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.367481e-7,"about_ca_topic_score_gemma":3.300586e-8,"domain_scores_codex":[0.9996441,0.000003107864,0.0002275781,0.00001682193,0.00003994247,0.00006846841],"domain_scores_gemma":[0.9997262,0.00002095302,0.00008989787,0.00003794265,0.000107643,0.00001737126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001297179,0.00002692894,0.003936151,0.000378503,0.00006656954,4.53869e-7,0.002772575,0.1057184,0.007498697,0.7472084,0.002566308,0.129814],"study_design_scores_gemma":[0.001142064,0.000389505,0.001447,0.0002877678,0.00002056807,0.0002993343,0.006256861,0.08924264,0.07918007,0.004375323,0.8169685,0.0003903451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5559766,0.0006648093,0.4391948,0.00006674958,0.0008849456,0.0000646926,0.000001000853,0.0001702007,0.002976251],"genre_scores_gemma":[0.9517944,0.0000881829,0.04806622,0.0000109075,0.00002957052,0.000001231993,8.842225e-7,0.00000454122,0.000004023292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8144022,"threshold_uncertainty_score":0.1865764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163585539","doi":"10.2498/cit.1002237","title":"Relationships Between Relevant Contextual Influences and Information Security Threats and Controls in Global Financial Services Industry","year":2013,"lang":"en","type":"article","venue":"Journal of Computing and Information Technology","topic":"Information and Cyber Security","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton University","funders":"","keywords":"Transparency (behavior); Information security; Business; Information security management; Financial security; Accounting; Financial services; Computer security; Finance; Public relations; Computer science; Security information and event management; Cloud computing security; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.007957427670754004,"gpt":0.2386760401282543,"spread":0.2307186124575003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007905259,0.0001262511,0.0002663664,0.0004919899,0.0002009064,0.0003775714,0.0002654541,0.0004042897,0.000001503703],"category_scores_gemma":[0.0002082788,0.000108922,0.00002017551,0.0004472382,0.0001140716,0.01360967,0.0002017037,0.0007641217,0.000007360282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004026651,"about_ca_system_score_gemma":0.00008382044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003877142,"about_ca_topic_score_gemma":0.000007764119,"domain_scores_codex":[0.9985054,0.00005748111,0.0009772378,0.00006577124,0.0002070091,0.0001871109],"domain_scores_gemma":[0.9985082,0.0001072713,0.0008264757,0.0001098032,0.0003562699,0.000092007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000161734,0.00001556546,0.2767148,0.0001195786,0.00002227741,0.000001208045,0.01208822,0.00008679251,0.000002922637,0.3611251,0.0001189944,0.3496884],"study_design_scores_gemma":[0.002101737,0.0002682522,0.876694,0.0002121394,0.00001104651,0.0003351728,0.003677511,0.04701757,0.00004457566,0.06600232,0.003402498,0.0002331911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777087,0.0002459149,0.01739862,0.003718367,0.00009536531,0.0001779635,0.000004570484,0.00005913112,0.0005913734],"genre_scores_gemma":[0.9963173,0.0001186671,0.002950449,0.0005812711,0.00002561561,0.000001980273,0.000003236404,9.949948e-7,5.024822e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5999792,"threshold_uncertainty_score":0.9866684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032534941","doi":"10.2498/cit.2002.01.04","title":"The Design and Implementation of SPARK, a Toolkit for Implementing Domain-Specific Languages","year":2002,"lang":"en","type":"article","venue":"Journal of Computing and Information Technology","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"SPARK (programming language); Computer science; Python (programming language); Domain (mathematical analysis); Programming language; Domain-specific language; Software engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01422125985618264,"gpt":0.273540780863525,"spread":0.2593195210073423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007163904,0.00005133925,0.0001031276,0.0001764875,0.0002252073,0.000108779,0.0002266488,0.00003251993,0.000001617501],"category_scores_gemma":[0.00001853191,0.00003444731,0.00001948004,0.0001362262,0.00003777864,0.0008428011,0.000144285,0.00007395271,3.193271e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008630387,"about_ca_system_score_gemma":0.000009285263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001170771,"about_ca_topic_score_gemma":1.928599e-7,"domain_scores_codex":[0.9992729,0.00002009987,0.0004407374,0.00004376428,0.0001009105,0.0001215195],"domain_scores_gemma":[0.9989922,0.000165485,0.0005782174,0.0000993773,0.0001464338,0.00001829148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000380742,0.000004129904,0.0001461059,0.00001186342,0.00001073356,2.856381e-7,0.001118646,0.00002487019,0.0001877774,0.06782124,0.001541779,0.9291288],"study_design_scores_gemma":[0.004548514,0.001761614,0.005001483,0.0001890974,0.00002404062,0.0007589019,0.01800058,0.2961413,0.01424017,0.02500829,0.6339738,0.000352224],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06375924,0.0006807125,0.934212,0.001119347,0.00006724335,0.0001093005,0.000001260225,0.00001624972,0.00003464324],"genre_scores_gemma":[0.5589799,0.0005768413,0.4403473,0.00005353341,0.00003561191,0.000001698902,9.123447e-7,0.000001978963,0.000002230593],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9287765,"threshold_uncertainty_score":0.1732135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1938666587","doi":"10.2498/cit.1002535","title":"Factors Influencing User�s Attitude to Secondary Information Sharing and Usage","year":2015,"lang":"en","type":"article","venue":"Journal of Computing and Information Technology","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Context (archaeology); Perception; Internet privacy; Information privacy; Work (physics); World Wide Web; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.0259448019002719,"gpt":0.2966691206142441,"spread":0.2707243187139722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001170847,0.00006998058,0.000139488,0.0006398574,0.0002965217,0.0002268936,0.0002355897,0.0001307133,0.000003090247],"category_scores_gemma":[0.001362992,0.00006246175,0.00001652537,0.0003155659,0.00007617664,0.005617035,0.0002660719,0.000270448,0.000005848321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008828509,"about_ca_system_score_gemma":0.0001224195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000137503,"about_ca_topic_score_gemma":0.00002163309,"domain_scores_codex":[0.9991255,0.00002556606,0.0004474266,0.00004195802,0.0002118389,0.0001477232],"domain_scores_gemma":[0.9990541,0.0000288215,0.0004069752,0.00008543458,0.0002969866,0.0001277103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007894212,0.00003140961,0.1804326,0.0001702183,0.00007228784,0.000002034305,0.2548065,0.0005148837,0.00009251461,0.06421094,0.003788314,0.4957993],"study_design_scores_gemma":[0.002928464,0.001165173,0.1234905,0.0004253631,0.00004905615,0.0001827276,0.1824084,0.00460318,0.001354598,0.02684703,0.6558363,0.0007092372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806473,0.00006108518,0.01623028,0.001292445,0.0002627557,0.0001015899,0.000001903343,0.00006722165,0.001335417],"genre_scores_gemma":[0.9976758,0.00004494994,0.00193126,0.0002781486,0.00006244262,4.792909e-7,0.000002528921,0.000001633422,0.000002805908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6520479,"threshold_uncertainty_score":0.4072215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2925203728","doi":"10.20532/cit.2018.1004174","title":"Multi-point Security by a Multiplatform-compatible Multifunctional Authentication and Encryption Board","year":2019,"lang":"en","type":"article","venue":"Journal of Computing and Information Technology","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Division of Electrical, Communications and Cyber Systems; National Institute of Standards and Technology","keywords":"Computer science; Encryption; Computer network; Password; Authentication (law); Embedded system; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.005016345552900862,"gpt":0.2194194122070933,"spread":0.2144030666541924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005893397,0.0001210031,0.000215181,0.0005304398,0.0001611061,0.000157835,0.0002574459,0.0001390184,0.000001621696],"category_scores_gemma":[0.00009419559,0.000107712,0.00004086477,0.0002981666,0.0000546895,0.00239635,0.0002019966,0.0003223435,0.00002008051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004434651,"about_ca_system_score_gemma":0.00003916538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005951479,"about_ca_topic_score_gemma":1.287147e-7,"domain_scores_codex":[0.9988782,0.00002277508,0.0006212445,0.0001029418,0.0001855407,0.0001893007],"domain_scores_gemma":[0.9987534,0.00008194758,0.0006649824,0.000151921,0.0002851845,0.00006259343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001217601,0.000409361,0.06703803,0.0004829725,0.0002175712,0.00000400218,0.03137228,0.001077838,0.01977117,0.03443816,0.01039277,0.8346741],"study_design_scores_gemma":[0.001638629,0.0002936496,0.009344329,0.0001009208,0.00000857766,0.0002643476,0.0004780207,0.9764044,0.00173967,0.002413554,0.007128438,0.0001854879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5773709,0.00009096,0.4205908,0.0005354757,0.001187234,0.00008393137,2.058301e-7,0.00007375744,0.00006666394],"genre_scores_gemma":[0.9455156,0.00003070907,0.05420046,0.0001419309,0.00009573211,5.969577e-7,0.000003062564,0.000003243509,0.000008608242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9753265,"threshold_uncertainty_score":0.4392369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}