{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"77384545f889","filters":{"venue":"IEEE Computer Society Press eBooks"}},"results":[{"id":"W600097623","doi":"","title":"Proceedings : IEEE ICCV workshop on recognition, analysis, and tracking of faces and gestures in real-time systems, 13 July 2001, Vancouver, B.C., Canada","year":2001,"lang":"en","type":"book","venue":"IEEE Computer Society Press eBooks","topic":"Hand Gesture Recognition Systems","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gesture; Facial recognition system; Face (sociological concept); Facial expression; Gesture recognition; Computer science; Artificial intelligence; Computer vision; Speech recognition; Pattern recognition (psychology); Sociology","authors":[{"name":"Cognitec","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03123194958887891,"gpt":0.23618326953968,"spread":0.2049513199508011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001176772,0.00167493,0.001534532,0.001224996,0.0006969161,0.002570014,0.001788745,0.001374252,0.06001915],"category_scores_gemma":[0.001762386,0.0005876799,0.0004647441,0.001244436,0.0005848609,0.001827277,0.001085254,0.001579449,0.03676077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006470026,"about_ca_system_score_gemma":0.001457449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01194551,"about_ca_topic_score_gemma":0.03219371,"domain_scores_codex":[0.9994847,0.0001018499,0.00002964275,0.00009180833,0.0002203569,0.00007168543],"domain_scores_gemma":[0.998975,0.0001790152,0.00001861314,0.0001358392,0.0005669274,0.0001245658],"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":[0.0004225799,0.0001636681,0.0007728603,0.0002893501,0.0000628944,0.0002729727,0.0002186659,0.001543697,0.007955865,0.001641332,0.5811099,0.4055461],"study_design_scores_gemma":[0.0000842801,0.000270565,0.005546196,0.0003720304,0.0001464301,0.001204037,0.000404024,0.02345616,0.009802145,0.005244719,0.9533936,0.00007581915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02252183,0.07686604,0.6560081,0.0056925,0.02130686,0.0006115486,0.003958784,0.01543358,0.1976008],"genre_scores_gemma":[0.0503777,0.03308406,0.1408926,0.001073762,0.002217541,0.0004646687,0.01014639,0.002114489,0.7596288],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9880545,"threshold_uncertainty_score":0.2007841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1543839472","doi":"","title":"Proceedings, 2000 International Workshops on Parallel Processing, 21-24 August 2000, Toronto, Canada","year":2000,"lang":"en","type":"book","venue":"IEEE Computer Society Press eBooks","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Regional science; Media studies; Political science; Telecommunications; Operations research; Geography; Computer science; Sociology; Engineering","authors":[{"name":"P. Sadayappan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01906564825723331,"gpt":0.2137805627951117,"spread":0.1947149145378784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000836714,0.002489256,0.001363742,0.001047046,0.001574885,0.003715909,0.001693725,0.001003294,0.1327652],"category_scores_gemma":[0.001313238,0.0008393328,0.0004463383,0.002119045,0.00072298,0.001677818,0.00100306,0.001549629,0.07289434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002174602,"about_ca_system_score_gemma":0.005180597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1474159,"about_ca_topic_score_gemma":0.2555425,"domain_scores_codex":[0.9995893,0.00003412503,0.00001943714,0.00009710225,0.0001864414,0.00007359887],"domain_scores_gemma":[0.9990298,0.000118985,0.0000144991,0.00009992525,0.0005966875,0.0001401546],"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":[0.0002054279,0.00009601171,0.0003624395,0.0001931225,0.00002501059,0.00009616181,0.000104777,0.001291726,0.002376977,0.002405232,0.788442,0.2044011],"study_design_scores_gemma":[0.0001487942,0.000145728,0.003602496,0.000162897,0.000105606,0.0004459554,0.0002971237,0.02343057,0.005527484,0.008592991,0.9574928,0.00004745414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0194093,0.0358266,0.3753872,0.009607732,0.01734934,0.001025586,0.01647215,0.02992098,0.4950011],"genre_scores_gemma":[0.02191633,0.01324481,0.05778172,0.0007100186,0.0009446371,0.0002036903,0.01601535,0.002275601,0.8869079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1474159,"threshold_uncertainty_score":0.444144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2977253341","doi":"","title":"Proceedings fifth IEEE International Symposium on Requirements Engineering, August 27-31, 2001, Royal York Hotel, Toronto, Canada","year":2000,"lang":"en","type":"book","venue":"IEEE Computer Society Press eBooks","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Requirements analysis; Software engineering; Animation; Requirements engineering; Computer science; Engineering management; Architecture; Requirements management; Systems engineering; Software; Engineering; Operating system; Geography; Computer graphics (images)","authors":[{"name":"Acm Sigsoft","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02571798868815091,"gpt":0.2404708374144906,"spread":0.2147528487263397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003264422,0.001674534,0.00154568,0.001761416,0.001692522,0.005078902,0.001701358,0.001564442,0.1657407],"category_scores_gemma":[0.004425598,0.0009615687,0.0007121646,0.001909417,0.001038566,0.002100175,0.001434379,0.002263683,0.06326956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004471974,"about_ca_system_score_gemma":0.006571969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1541301,"about_ca_topic_score_gemma":0.3363893,"domain_scores_codex":[0.9988037,0.0002230277,0.00006368654,0.0001107834,0.0006603738,0.0001383943],"domain_scores_gemma":[0.9966067,0.0005770277,0.0000550158,0.0003693364,0.001957692,0.0004342941],"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":[0.000125416,0.0001072999,0.0008643196,0.0002912907,0.00004150447,0.000213969,0.0006249588,0.001209294,0.003728434,0.006546943,0.751112,0.2351346],"study_design_scores_gemma":[0.00002660566,0.0000445372,0.001796773,0.000292916,0.00003065285,0.0001947504,0.0003905357,0.003185203,0.0008499822,0.00269563,0.9904626,0.00002974764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0126412,0.05287345,0.2550812,0.01410598,0.01334589,0.001184204,0.006660522,0.008938782,0.6351687],"genre_scores_gemma":[0.02210623,0.02243136,0.06051648,0.0008601059,0.0007923542,0.0003064004,0.01074573,0.00134576,0.8808956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1657407,"threshold_uncertainty_score":0.5544579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W397059983","doi":"","title":"Proceedings : IEEE Virtual Reality 2000 : 18-22 March 2000, New Brunswick, New Jersey","year":2000,"lang":"en","type":"book","venue":"IEEE Computer Society Press eBooks","topic":"Teleoperation and Haptic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Virtual reality; Geography; Engineering; Computer graphics (images); Computer science; Human–computer interaction","authors":[{"name":"Steven Feiner","is_ca":false},{"name":"Daniel Thalmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03578385193892934,"gpt":0.2383107740854764,"spread":0.2025269221465471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00105806,0.001645579,0.0007210047,0.0006795138,0.0008423059,0.002482786,0.001533499,0.001299822,0.1806861],"category_scores_gemma":[0.0008962397,0.0006095562,0.0002385242,0.0008284959,0.000591389,0.002183912,0.001190185,0.00198491,0.09814578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008289894,"about_ca_system_score_gemma":0.001374555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01671981,"about_ca_topic_score_gemma":0.0614813,"domain_scores_codex":[0.9997727,0.00002611921,0.000009722596,0.0000420391,0.0001139001,0.00003536436],"domain_scores_gemma":[0.9994792,0.00007098448,0.00001117737,0.00004346147,0.0002773364,0.0001177795],"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":[0.0001495345,0.00009783483,0.0003061004,0.0001617085,0.00001541568,0.000110985,0.0001171149,0.0004442139,0.002317098,0.002201335,0.8662456,0.1278331],"study_design_scores_gemma":[0.00003564194,0.00006010933,0.001815638,0.0001786627,0.00003459916,0.0002584394,0.0001978414,0.001803106,0.001292993,0.00167307,0.9926237,0.00002618098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01312431,0.05788759,0.08581199,0.01040438,0.02607152,0.0004584557,0.005773801,0.005768,0.7947],"genre_scores_gemma":[0.008797653,0.01460368,0.007587328,0.0005868259,0.0006570729,0.00007285196,0.003154801,0.0006469248,0.9638928],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1806861,"threshold_uncertainty_score":0.6044551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W657957128","doi":"","title":"11th Pacific Conference on Computer Graphics and Applications : proceedings : October 8-10, 2003, Canmore, Canada","year":2003,"lang":"en","type":"book","venue":"IEEE Computer Society Press eBooks","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Morphing; Computer graphics (images); Rendering (computer graphics); Computer graphics; Computer science; Animation; Computer animation; Graphics","authors":[{"name":"Jon Rokne","is_ca":false},{"name":"Reinhard Klein","is_ca":false},{"name":"Wenping Wang","is_ca":false},{"name":"Silicon Graphics Computer Systems","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0183500101134042,"gpt":0.1913125475848277,"spread":0.1729625374714235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009934461,0.001583397,0.001113811,0.001436951,0.001575257,0.003727463,0.001495855,0.001616089,0.3092141],"category_scores_gemma":[0.001358148,0.0005054182,0.0005243911,0.00194281,0.0007442431,0.001961502,0.001583273,0.002107952,0.1847666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001862674,"about_ca_system_score_gemma":0.005048378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09275011,"about_ca_topic_score_gemma":0.1951665,"domain_scores_codex":[0.9994547,0.00004414612,0.00001491109,0.00007251941,0.0003398318,0.00007391235],"domain_scores_gemma":[0.9985763,0.00007912763,0.00001692443,0.00008306237,0.0009815554,0.0002629806],"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":[0.00004820646,0.00004259576,0.0002527894,0.0001124505,0.0000101832,0.00005801145,0.00008039128,0.0002065073,0.000720839,0.001359054,0.8688907,0.1282183],"study_design_scores_gemma":[0.00001368035,0.00002253763,0.0009715502,0.0001000784,0.00001786113,0.0001141967,0.0001275283,0.00121597,0.0005135047,0.0009516644,0.9959369,0.00001463106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006480716,0.03995172,0.08568554,0.01194882,0.02705369,0.000649437,0.005719858,0.01308982,0.8094204],"genre_scores_gemma":[0.003482585,0.01094237,0.009220517,0.000479027,0.0005839401,0.00007075149,0.002476694,0.0006435939,0.9721006],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9072499,"threshold_uncertainty_score":0.9853222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}