{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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","author_layer_release":"2026-06-26"},"query_hash":"fc65d3f40df4","filters":{"venue":"Gazou Denshi Gakkaishi/Gazō Denshi Gakkaishi/Gazo Denshi Gakkaishi"}},"results":[{"id":"W3153805014","doi":"10.11371/iieej.35.317","title":"A Study of Space-Sampling Method for 3D Movies","year":2006,"lang":"fi","type":"article","venue":"Gazou Denshi Gakkaishi/Gazō Denshi Gakkaishi/Gazo Denshi Gakkaishi","topic":"Infrared Target Detection Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Computer science; Space (punctuation); Computer graphics (images); Sampling (signal processing); Computer vision; Artificial intelligence","authors":[{"name":"Takanori Senoh","is_ca":false},{"name":"Terumasa Aoki","is_ca":true},{"name":"Hiroshi Yasuda","is_ca":false},{"name":"Takuyo Kogure","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07532538700994558,"gpt":0.3339426626035836,"spread":0.2586172755936381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.01587285,0.008002848,0.01065503,0.005606636,0.003375707,0.003589911,0.007272906,0.006052785,0.001600562],"category_scores_gemma":[0.01516347,0.009295639,0.004580224,0.007961771,0.00194455,0.003497484,0.002800703,0.007831116,0.0009957153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003044917,"about_ca_system_score_gemma":0.001341287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003965389,"about_ca_topic_score_gemma":0.005768399,"domain_scores_codex":[0.956004,0.006930367,0.01201927,0.008359351,0.006631949,0.01005506],"domain_scores_gemma":[0.9590565,0.01889449,0.005686448,0.008698139,0.005342662,0.002321764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01393808,0.01604519,0.1241789,0.02349846,0.01872334,0.005669223,0.03717747,0.2994519,0.1281442,0.02451674,0.2738033,0.03485319],"study_design_scores_gemma":[0.07276045,0.01961714,0.1760393,0.008456204,0.02553049,0.006917944,0.08041271,0.0805898,0.1976942,0.07622936,0.2103933,0.04535907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6746626,0.01387801,0.242101,0.001629867,0.02034113,0.01933423,0.003694899,0.007071637,0.01728659],"genre_scores_gemma":[0.518436,0.0008918649,0.4583315,0.0007900143,0.007350046,0.003241071,0.0007659055,0.002913228,0.00728038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2188621,"threshold_uncertainty_score":0.9997821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3155778735","doi":"10.11371/iieej.35.488","title":"A Study on Disparity Compensated Prediction for Multi-view Video","year":2006,"lang":"en","type":"article","venue":"Gazou Denshi Gakkaishi/Gazō Denshi Gakkaishi/Gazo Denshi Gakkaishi","topic":"Image and Video Quality Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Computer science; Artificial intelligence; Computer vision; Computer graphics (images)","authors":[{"name":"Takanori Senoh","is_ca":false},{"name":"Terumasa Aoki","is_ca":true},{"name":"Hiroshi Yasuda","is_ca":false},{"name":"Takuyo Kogure","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09442101072515123,"gpt":0.3477519724364843,"spread":0.253330961711333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.008080877,0.004143517,0.004399858,0.002086272,0.00346272,0.006122184,0.008240904,0.001944487,0.0002657578],"category_scores_gemma":[0.002938495,0.004302142,0.002316566,0.004710861,0.0009978003,0.004685018,0.002519791,0.003843532,0.001666802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001940777,"about_ca_system_score_gemma":0.001118045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001807524,"about_ca_topic_score_gemma":0.004762044,"domain_scores_codex":[0.9710304,0.003807409,0.006112162,0.007473779,0.005554898,0.006021412],"domain_scores_gemma":[0.9804933,0.003827157,0.002751948,0.007946412,0.002960594,0.002020608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003140687,0.02893599,0.2945931,0.00239662,0.0032153,0.005139932,0.008479282,0.002625372,0.007213554,0.07959431,0.5533509,0.01131492],"study_design_scores_gemma":[0.03478853,0.007844268,0.7959179,0.001945763,0.002204257,0.001622627,0.003681573,0.0370062,0.01046405,0.01655422,0.07634002,0.01163057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5785871,0.002828586,0.3506618,0.009602319,0.01259645,0.02291591,0.001941332,0.009827598,0.01103889],"genre_scores_gemma":[0.9552742,0.0001550872,0.02749604,0.005801537,0.002871996,0.00307276,0.0009558345,0.0007201096,0.003652431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5013248,"threshold_uncertainty_score":0.9993512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3157369369","doi":"10.11371/iieej.36.500","title":"Study on Measurement and Formulation of the Subjective Effect of 3D-Image's Physical Parameters","year":2007,"lang":"en","type":"article","venue":"Gazou Denshi Gakkaishi/Gazō Denshi Gakkaishi/Gazo Denshi Gakkaishi","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Computer science; Image (mathematics); Artificial intelligence; Computer vision; Computer graphics (images)","authors":[{"name":"Takanori Senoh","is_ca":false},{"name":"Terumasa Aoki","is_ca":true},{"name":"Hiroshi Yasuda","is_ca":false},{"name":"Takuyo Kogure","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04270806652178064,"gpt":0.295528002676145,"spread":0.2528199361543644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.01038708,0.001958253,0.002659134,0.001138794,0.0007623486,0.0008076912,0.004362252,0.0007833587,0.0000326365],"category_scores_gemma":[0.005416738,0.001524948,0.001084151,0.002850943,0.001156232,0.001920442,0.001715097,0.002177287,0.00007246967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008335043,"about_ca_system_score_gemma":0.0003095805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002715222,"about_ca_topic_score_gemma":0.0004857841,"domain_scores_codex":[0.9837884,0.002196802,0.00294967,0.002779458,0.005878385,0.002407337],"domain_scores_gemma":[0.9875443,0.003387249,0.001991921,0.003951126,0.002291531,0.0008338785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006748799,0.008961985,0.6496269,0.001963539,0.003072403,0.0005988844,0.02076529,0.0001832303,0.2380188,0.02876645,0.0121476,0.02914611],"study_design_scores_gemma":[0.005243689,0.009931443,0.4779733,0.001198821,0.0008086708,0.0001493369,0.001012486,0.0009341802,0.4948527,0.005544178,0.0001988854,0.002152335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717876,0.0002344003,0.0108092,0.0006947974,0.001572687,0.005040363,0.00004099288,0.0007550481,0.009064867],"genre_scores_gemma":[0.9946693,0.00002796701,0.003913159,0.000401956,0.0004472141,0.0002506566,0.00001030268,0.0001947272,0.00008471867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2568339,"threshold_uncertainty_score":0.9993161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137173172","doi":"10.11371/iieej.39.644","title":"“WebFingerprint: A New Scheme to Arbitrate Mismatch of Web Pages”","year":2010,"lang":"fi","type":"article","venue":"Gazou Denshi Gakkaishi/Gazō Denshi Gakkaishi/Gazo Denshi Gakkaishi","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Computer science; Scheme (mathematics); Web page; World Wide Web; Mathematics","authors":[{"name":"Terumasa Aoki","is_ca":true},{"name":"Hiroshi Yasuda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02578794026723242,"gpt":0.2611535221808273,"spread":0.2353655819135949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.01137875,0.007597766,0.009201467,0.005782291,0.002949745,0.009246134,0.02205352,0.005791571,0.004736003],"category_scores_gemma":[0.01268396,0.008514918,0.005207282,0.01551944,0.002902318,0.005727018,0.009380412,0.01316495,0.01194621],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150282,"about_ca_system_score_gemma":0.007362142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00386692,"about_ca_topic_score_gemma":0.01419405,"domain_scores_codex":[0.9537371,0.003122275,0.0105853,0.01204374,0.009566772,0.01094477],"domain_scores_gemma":[0.9566329,0.004743584,0.006152519,0.01745177,0.004829478,0.01018981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001745442,0.003684217,0.07952905,0.00258252,0.00452687,0.004762416,0.01165646,0.0005916843,0.1720742,0.0199619,0.6716693,0.02721591],"study_design_scores_gemma":[0.02468877,0.005559196,0.1235005,0.009597866,0.008107813,0.007109689,0.00472053,0.03879907,0.08934736,0.0162981,0.640128,0.03214311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8801436,0.005044286,0.0166117,0.03125386,0.01971239,0.00624124,0.002599781,0.004313312,0.03407981],"genre_scores_gemma":[0.8800781,0.001471058,0.07773165,0.009067188,0.00736938,0.0004761595,0.0007100272,0.001546557,0.0215499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08272684,"threshold_uncertainty_score":0.9998112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}