{"meta":{"query_hash":"68c00dbb6f87","filters":{"venue":"IOSR Journal of Computer Engineering"},"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/68c00dbb6f87","api":"https://metacan.xera.ac/api/v1/cohort?venue=IOSR+Journal+of+Computer+Engineering"},"results":[{"id":"W2331443673","doi":"10.9790/0661-162111013","title":"Analysis of Digital Image Splicing Detection","year":2014,"lang":"en","type":"article","venue":"IOSR Journal of Computer Engineering","topic":"Digital Media Forensic Detection","field":"Computer Science","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":"St. Francis Xavier University","funders":"","keywords":"Computer science; Computer vision; Digital image; Artificial intelligence; Image (mathematics); RNA splicing; Digital image analysis; Pattern recognition (psychology); Data science; Image processing; Biology","score_opus":0.003189712134848575,"score_gpt":0.17952550526300154,"score_spread":0.17633579312815295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331443673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83684695,0.0012631817,0.15441664,0.00015453021,0.000066841014,0.00009305905,0.00044182225,0.0010313973,0.005685638],"genre_scores_gemma":[0.93703353,0.0006832967,0.05888079,0.00003362015,0.00003664775,0.00004531007,0.0006560343,0.00007169617,0.0025589878],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991997,0.00005965958,0.000044220375,0.000101950565,0.0005121705,0.000082306426],"domain_scores_gemma":[0.99851626,0.00032763727,0.00027124133,0.00010852691,0.0007382448,0.00003807826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049621775,0.00045839263,0.00036392527,0.00393298,0.00028363176,0.00046734698,0.00040003998,0.00037613252,0.00093288044],"category_scores_gemma":[0.0018760829,0.00012608335,0.00048421588,0.0016363598,0.00028367748,0.00046483113,0.00023097818,0.000259222,0.00045546],"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":[0.0006456165,0.00020565752,0.039461333,0.00037758017,0.00012137625,0.0013772349,0.00037288273,0.019681564,0.28159544,0.0033436297,0.003121868,0.6496959],"study_design_scores_gemma":[0.000025356825,0.00061324966,0.123082966,0.00006162076,0.00024121338,0.00494778,0.000525067,0.45549023,0.40107462,0.002521649,0.011323786,0.000092498776],"about_ca_topic_score_codex":0.0009961564,"about_ca_topic_score_gemma":0.00069526257,"teacher_disagreement_score":0.00393298,"about_ca_system_score_codex":0.00023354588,"about_ca_system_score_gemma":0.00025942622,"threshold_uncertainty_score":0.00312078},"labels":[],"label_agreement":null},{"id":"W2336110187","doi":"10.9790/0661-1434249","title":"Analysis of Rayleigh Quotient in Extrapolation Method to Accelerate the Computation Speed of PageRank","year":2013,"lang":"en","type":"article","venue":"IOSR Journal of Computer Engineering","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Extrapolation; Computer science; Computation; PageRank; Quotient; Speedup; Algorithm; Parallel computing; Statistics; Theoretical computer science; Mathematics","score_opus":0.010922497175882718,"score_gpt":0.24730306221646015,"score_spread":0.23638056504057742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336110187","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":[0.040610544,0.0026952012,0.9518611,0.0003795212,0.00030129612,0.00009021325,0.00006478617,0.0010461671,0.0029511682],"genre_scores_gemma":[0.62655586,0.0034665111,0.3627877,0.0002450244,0.0004950401,0.0002841139,0.00040840518,0.00044725148,0.005310065],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982185,0.0006397757,0.00009357721,0.00022034091,0.0006886954,0.00013908328],"domain_scores_gemma":[0.994041,0.0031499427,0.00023938536,0.00048101853,0.001922372,0.00016618657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023388104,0.0008562824,0.0007326552,0.0015780823,0.0005044451,0.0009037554,0.0007507825,0.0005769012,0.0028203242],"category_scores_gemma":[0.016185923,0.00021342104,0.0006271534,0.0012059192,0.0007721161,0.002528753,0.00078435533,0.0012348607,0.0010437235],"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":[0.00073714694,0.00022859366,0.011667509,0.0007209814,0.00016240122,0.000578447,0.0005594089,0.33282635,0.03009705,0.09252418,0.013347373,0.5165506],"study_design_scores_gemma":[0.000017293201,0.00008487459,0.00091472355,0.000024812412,0.000019451856,0.00014184367,0.000042629097,0.97827405,0.005781821,0.012089395,0.0025872358,0.00002178303],"about_ca_topic_score_codex":0.0027857954,"about_ca_topic_score_gemma":0.0015760507,"teacher_disagreement_score":0.0028203242,"about_ca_system_score_codex":0.0005767533,"about_ca_system_score_gemma":0.0009655309,"threshold_uncertainty_score":0.012368977},"labels":[],"label_agreement":null},{"id":"W4206371045","doi":"10.9790/0661-1458898","title":"Performance of Web Services on Smart Phone Platforms","year":2013,"lang":"en","type":"article","venue":"IOSR Journal of Computer Engineering","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Saskatchewan","keywords":"Computer science; Smart phone; Phone; World Wide Web; Telecommunications","score_opus":0.0035015653460823493,"score_gpt":0.1694019967360963,"score_spread":0.16590043139001395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206371045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984897,0.0004876985,0.006447145,0.00013964738,0.000053333297,0.00004040983,0.00021851099,0.00097245607,0.0067438614],"genre_scores_gemma":[0.99654394,0.00012999786,0.0019210113,0.000014426886,0.000013015906,0.0000149191665,0.00023286369,0.00010008048,0.0010296606],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9965603,0.0005436148,0.0001935502,0.00037220266,0.0017604545,0.00056993513],"domain_scores_gemma":[0.99579585,0.0020749553,0.0003524626,0.00050819566,0.0009799502,0.00028869312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011745538,0.00075858436,0.00062347564,0.0013224152,0.0006483593,0.0017910472,0.00051558943,0.00081002404,0.002147124],"category_scores_gemma":[0.0072459676,0.00026266996,0.00037679932,0.0013779169,0.0005070514,0.0020570045,0.0006359457,0.0005650548,0.0010943767],"study_design_candidate":"bench_or_experimental","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":[0.0059507512,0.0016054384,0.068695694,0.0010225889,0.000458881,0.0027237537,0.002153739,0.35595125,0.263504,0.023531675,0.0085581485,0.26584405],"study_design_scores_gemma":[0.00007881442,0.0017958765,0.032560878,0.000068191934,0.0001268154,0.00080392085,0.000879524,0.7955161,0.15614998,0.005188012,0.006719326,0.000112661124],"about_ca_topic_score_codex":0.0029291904,"about_ca_topic_score_gemma":0.0009512337,"teacher_disagreement_score":0.0029291904,"about_ca_system_score_codex":0.0008744135,"about_ca_system_score_gemma":0.0005396288,"threshold_uncertainty_score":0.007182896},"labels":[],"label_agreement":null}]}