{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"47954d7448ee","filters":{"venue":"IPCV"}},"results":[{"id":"W96502290","doi":"","title":"Multi-Frame Super-Resolution with No Explicit Motion Estimation.","year":2008,"lang":"en","type":"article","venue":"IPCV","topic":"Advanced Image Processing Techniques","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Noise reduction; Motion estimation; Frame (networking); Artificial intelligence; Computer vision; Computer science; Filter (signal processing); Noise (video); Algorithm; Resolution (logic); Motion (physics); Image (mathematics); Inter frame; Image denoising; Superresolution; Mathematics; Reference frame","authors":[{"name":"Mehran Ebrahimi","is_ca":true},{"name":"Edward R. Vrscay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02528929272835758,"gpt":0.265113834098023,"spread":0.2398245413696654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006308504,0.0006576662,0.0006737043,0.0006501588,0.0002462974,0.0005180417,0.0008707005,0.0009662059,0.001674157],"category_scores_gemma":[0.001834962,0.0004514589,0.000635448,0.0005717951,0.0003598464,0.001313492,0.0009365767,0.001084374,0.000785548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002549663,"about_ca_system_score_gemma":0.0004070829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008470156,"about_ca_topic_score_gemma":0.001990466,"domain_scores_codex":[0.9996395,0.00008016685,0.00001714437,0.00006246546,0.0001716876,0.00002893028],"domain_scores_gemma":[0.9994369,0.0001640526,0.00008861141,0.0001594466,0.0001072265,0.00004375002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003734294,0.0000969452,0.0007831319,0.0008096661,0.0003202503,0.0004697098,0.00017849,0.07643952,0.4687075,0.02456149,0.005489071,0.4217709],"study_design_scores_gemma":[0.00001844126,0.00008309288,0.0008429901,0.00002928857,0.0000722232,0.001032103,0.00001818735,0.8791463,0.1022625,0.005681326,0.01078236,0.00003116087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004127575,0.0005204348,0.9942767,0.00006485219,0.00004648048,0.00002483049,0.00004109252,0.0002398146,0.000658136],"genre_scores_gemma":[0.06857075,0.0005669492,0.9287456,0.00009048203,0.00006312063,0.00003930186,0.0001385925,0.00005627574,0.001728945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001674157,"threshold_uncertainty_score":0.005600572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W107089405","doi":"","title":"A Unified Framework for Image Set Compression.","year":2006,"lang":"en","type":"article","venue":"IPCV","topic":"Advanced Data Compression Techniques","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Lethbridge","funders":"","keywords":"Lossless compression; Lossy compression; Image compression; Redundancy (engineering); Data compression; Computer science; Algorithm; Spanning tree; Compression (physics); Image (mathematics); Texture compression; Set (abstract data type); Graph; Data compression ratio; Mathematics; Theoretical computer science; Artificial intelligence; Image processing; Discrete mathematics","authors":[{"name":"Barry Gergel","is_ca":true},{"name":"Howard Cheng","is_ca":true},{"name":"Clinton Nielsen","is_ca":true},{"name":"Xiaobo Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02221753158074233,"gpt":0.3216749199940123,"spread":0.29945738841327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001245357,0.000934894,0.001025822,0.002920344,0.0007169446,0.002142253,0.002058824,0.001131026,0.002974178],"category_scores_gemma":[0.002555835,0.0004469195,0.001212026,0.003391814,0.001562546,0.003029877,0.002532253,0.002392946,0.001365951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009766588,"about_ca_system_score_gemma":0.001250745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176102,"about_ca_topic_score_gemma":0.001611226,"domain_scores_codex":[0.9984754,0.0002806314,0.00008006983,0.0001668654,0.0009257382,0.00007123018],"domain_scores_gemma":[0.999207,0.0001905802,0.00006442375,0.0002908808,0.0002000712,0.00004699886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005502999,0.00008643153,0.0001660062,0.0003409847,0.00008772677,0.0002081541,0.0001564833,0.06363973,0.01250703,0.6944036,0.01219997,0.2161488],"study_design_scores_gemma":[0.00003821335,0.0001922646,0.0003416409,0.0001381434,0.00006184883,0.001265457,0.00009468436,0.5266162,0.01008823,0.3818075,0.07928564,0.00007027921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007659115,0.0008261324,0.9953259,0.0001911972,0.00009001817,0.00008186686,0.00007284709,0.0002678713,0.002378162],"genre_scores_gemma":[0.04437207,0.003012587,0.9466391,0.0002924868,0.00036546,0.0003871369,0.0004481222,0.0001546753,0.004328451],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002974178,"threshold_uncertainty_score":0.009949625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W21116508","doi":"10.1007/s10517-010-0853-z","title":"3D Camera-based Generic Gesture Analysis for Video Game Interface.","year":2010,"lang":"en","type":"article","venue":"IPCV","topic":"Hand Gesture Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Gesture; Computer science; Video game; Computer vision; Artificial intelligence; Gesture recognition; Interface (matter); Grayscale; Video tracking; Video game development; Segmentation; Feature extraction; Object (grammar); Game design; Multimedia; Image (mathematics)","authors":[{"name":"Gang Hu","is_ca":false},{"name":"Qigang Gao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01919598667683387,"gpt":0.2684001274983062,"spread":0.2492041408214723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006147681,0.001333789,0.0008734293,0.001864954,0.0002293245,0.0007487087,0.001276188,0.001257248,0.03410838],"category_scores_gemma":[0.001267271,0.0004673521,0.0006016315,0.000654735,0.0002326578,0.0005962242,0.001023853,0.0004278322,0.009082187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003677085,"about_ca_system_score_gemma":0.0002992883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00316191,"about_ca_topic_score_gemma":0.005246421,"domain_scores_codex":[0.9995054,0.0000921868,0.00002587218,0.0001183587,0.0002079668,0.00005028829],"domain_scores_gemma":[0.9996114,0.0001150701,0.0000250979,0.00005330264,0.0001531424,0.00004190336],"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":[0.00185498,0.0002466485,0.002718023,0.0008394256,0.0001998954,0.0005380176,0.000203089,0.005531564,0.1830641,0.00106322,0.04165795,0.7620831],"study_design_scores_gemma":[0.0003967045,0.001189951,0.04983144,0.0003353732,0.0003236134,0.003760777,0.0004499488,0.6498841,0.1960083,0.00312738,0.0943156,0.0003767742],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03438001,0.001184206,0.8921894,0.0002555301,0.0004361404,0.001286007,0.006708962,0.04931127,0.01424857],"genre_scores_gemma":[0.4564528,0.001051952,0.4997149,0.0005524359,0.00015793,0.002170121,0.007488892,0.001522009,0.03088894],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03410838,"threshold_uncertainty_score":0.1141039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}