{"meta":{"query_hash":"8f7da45f50d4","filters":{"venue":"Computer animation and simulation"},"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/8f7da45f50d4","api":"https://metacan.xera.ac/api/v1/cohort?venue=Computer+animation+and+simulation"},"results":[{"id":"W2131783915","doi":"10.1145/1028523.1028531","title":"Methods for exploring expressive stance","year":2004,"lang":"en","type":"article","venue":"Computer animation and simulation","topic":"Human Motion and Animation","field":"Engineering","cited_by":28,"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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Character animation; Character (mathematics); Solver; Human–computer interaction; Set (abstract data type); Artificial intelligence; Sequence (biology); Animation; Computer graphics; Computer graphics (images); Computer vision; Computer animation; Programming language; Mathematics","score_opus":0.07683864275740007,"score_gpt":0.3396575185813694,"score_spread":0.26281887582396934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131783915","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07602418,0.000074976335,0.9231234,0.00002504556,0.00018855456,0.00016360953,0.000001522517,0.00022039612,0.00017829964],"genre_scores_gemma":[0.77326465,0.0000129082855,0.22651528,0.00003511478,0.0001143521,0.000023568991,0.000016117541,0.0000104390265,0.0000075515336],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961984,0.000014112421,0.00014353679,0.00009778981,0.000045961715,0.00007875027],"domain_scores_gemma":[0.99978065,0.00005856496,0.000024182893,0.000055033128,0.00004949623,0.000032097647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010070609,0.000072990064,0.00007576668,0.00006223985,0.00007741054,0.000057945563,0.00002641482,0.000028582745,0.000010651246],"category_scores_gemma":[0.000010864451,0.000078463396,0.000029389152,0.00005392462,0.000007311504,0.00039548383,0.0000066738826,0.000032774144,0.0000056729637],"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":[0.000003250987,0.0000046183864,0.0000066715374,0.000047036898,0.000005311144,5.7044506e-8,0.000903758,0.86710393,0.0019664068,0.0048593795,0.00001759689,0.12508197],"study_design_scores_gemma":[0.0005182161,0.000026929867,0.0020847865,0.000031004343,0.0000045987686,4.6749818e-7,0.000027583828,0.98932236,0.0015683961,0.0037791065,0.0025444704,0.0000920581],"about_ca_topic_score_codex":2.7019607e-7,"about_ca_topic_score_gemma":4.2445265e-7,"teacher_disagreement_score":0.6972405,"about_ca_system_score_codex":0.0000366256,"about_ca_system_score_gemma":0.0000029852708,"threshold_uncertainty_score":0.31996444},"labels":[],"label_agreement":null},{"id":"W2158079327","doi":"10.1145/1028523.1028529","title":"Layered dynamic control for interactive character swimming","year":2004,"lang":"en","type":"article","venue":"Computer animation and simulation","topic":"Human Motion and Animation","field":"Engineering","cited_by":32,"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 Toronto","funders":"","keywords":"Character (mathematics); Context (archaeology); Set (abstract data type); Computer science; Control (management); Sequence (biology); State (computer science); Control theory (sociology); Stroke (engine); Motion (physics); Simulation; Artificial intelligence; Engineering; Mathematics; Algorithm","score_opus":0.009752611068943548,"score_gpt":0.2478159559103862,"score_spread":0.23806334484144265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158079327","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22282542,0.000013584331,0.7764766,0.00006232973,0.00015251143,0.00021786185,0.000005143919,0.00015389967,0.00009260518],"genre_scores_gemma":[0.9951358,0.0000032561054,0.0045235422,0.00012875721,0.000102817365,0.000012726943,0.00006425183,0.000013703064,0.000015166422],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958265,0.00000949293,0.0001645012,0.00010210049,0.000056056957,0.000085181324],"domain_scores_gemma":[0.999778,0.000050805284,0.000034627752,0.0000483337,0.00005763488,0.000030613846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006141888,0.00008541576,0.000092074246,0.000081659906,0.000071042705,0.00007388031,0.00002523627,0.0000413311,0.00001588477],"category_scores_gemma":[0.0000074631857,0.000090044814,0.000039462902,0.000040885352,0.000006890087,0.00034905146,0.0000045364995,0.00004567964,0.000018957848],"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":[0.00001714465,0.0000145174645,0.00003832295,0.00004489955,0.000019082021,1.4205288e-7,0.0008705039,0.965448,0.002322797,0.0013099315,0.000011367585,0.029903261],"study_design_scores_gemma":[0.001337152,0.0000402455,0.01783378,0.000029823912,0.000008015704,0.0000011187544,0.000016781092,0.979165,0.00009777728,0.00083166145,0.00054149615,0.00009715851],"about_ca_topic_score_codex":5.00731e-7,"about_ca_topic_score_gemma":0.0000023168816,"teacher_disagreement_score":0.7723104,"about_ca_system_score_codex":0.000060949103,"about_ca_system_score_gemma":0.0000035587439,"threshold_uncertainty_score":0.3671921},"labels":[],"label_agreement":null},{"id":"W2296520201","doi":"10.1145/1028523.1028543","title":"Decomposing cloth","year":2004,"lang":"en","type":"article","venue":"Computer animation and simulation","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":29,"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":"","keywords":"Computer science","score_opus":0.0122638220349562,"score_gpt":0.23588052116310212,"score_spread":0.2236166991281459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296520201","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30292416,0.00006917968,0.6965732,0.00002087157,0.00004295685,0.000018951028,2.6885982e-7,0.00013805689,0.00021237282],"genre_scores_gemma":[0.9852597,0.000010152941,0.014590724,0.000045409728,0.000073016156,5.35196e-7,0.000010055745,0.000006675092,0.000003733791],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973494,0.0000043159444,0.00009407669,0.0000637758,0.000049164628,0.000053735108],"domain_scores_gemma":[0.99989367,0.000012357646,0.000009501856,0.00004248455,0.00001828596,0.000023713195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003473086,0.000049521215,0.000055495228,0.00005393013,0.000048800124,0.000047507485,0.000017872691,0.000022726077,0.000005460388],"category_scores_gemma":[0.0000013223082,0.000050710452,0.000023803155,0.000061831546,0.000004313786,0.00010998068,0.000005489019,0.000028602497,0.000011687592],"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":[5.633366e-7,0.0000029852167,0.00007365984,0.000008367684,0.0000065526847,1.9308085e-7,0.00018500432,0.9777599,0.00013927254,0.00017974946,0.00000792957,0.021635814],"study_design_scores_gemma":[0.00018952895,0.000007628805,0.0016621557,0.000013595697,0.000007513032,7.9297e-7,0.000004064501,0.9970871,0.000086127795,0.00077387545,0.00010702843,0.000060582777],"about_ca_topic_score_codex":0.0000022990791,"about_ca_topic_score_gemma":0.0000012108651,"teacher_disagreement_score":0.68233556,"about_ca_system_score_codex":0.000018957895,"about_ca_system_score_gemma":0.0000019748234,"threshold_uncertainty_score":0.20679122},"labels":[],"label_agreement":null}]}