{"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":"f21440c2cdce","filters":{"venue":"Visual Informatics"}},"results":[{"id":"W2893385070","doi":"10.1016/j.visinf.2018.09.002","title":"The efficacy of stacked bar charts in supporting single-attribute and overall-attribute comparisons","year":2018,"lang":"en","type":"article","venue":"Visual Informatics","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"MacEwan University","funders":"MacEwan University","keywords":"Bar chart; Chart; Bar (unit); Visualization; Computer science; Pie chart; Data mining; Statistics; Artificial intelligence; Mathematics","authors":[{"name":"Indratmo","is_ca":true},{"name":"Lee Howorko","is_ca":true},{"name":"Joyce Maria Boedianto","is_ca":true},{"name":"Ben Kei Daniel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04260661857385285,"gpt":0.3383269532057595,"spread":0.2957203346319067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01724594,0.001667799,0.0009762862,0.002198877,0.0005801315,0.003235276,0.001733346,0.001127657,0.004553338],"category_scores_gemma":[0.1393757,0.0005807348,0.001064904,0.001462425,0.0006080617,0.004856382,0.002021421,0.0008997966,0.0007837737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003604234,"about_ca_system_score_gemma":0.0006773007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000773571,"about_ca_topic_score_gemma":0.0007583473,"domain_scores_codex":[0.9894233,0.006188975,0.0009160067,0.0009918052,0.002131173,0.0003487158],"domain_scores_gemma":[0.7674742,0.1991914,0.008397937,0.01245218,0.01016596,0.002318273],"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":[0.0102596,0.003292263,0.05687245,0.005171787,0.0006228657,0.001127101,0.02387679,0.02154343,0.1353354,0.003650927,0.009193718,0.7290538],"study_design_scores_gemma":[0.00221894,0.02785584,0.3553764,0.003907009,0.00149713,0.003996547,0.01579139,0.3130569,0.2001819,0.02176863,0.05209756,0.00225169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8632486,0.0007723779,0.1238031,0.0003592527,0.0001189365,0.0007950213,0.0005357177,0.006069343,0.004297648],"genre_scores_gemma":[0.8113027,0.0003634047,0.1861414,0.0001105669,0.00005905465,0.0005270076,0.0004716442,0.0004614525,0.0005627379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01724594,"threshold_uncertainty_score":0.09120637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2922601124","doi":"10.1016/j.visinf.2019.03.003","title":"Clone-World: A visual analytic system for large scale software clones","year":2019,"lang":"en","type":"article","venue":"Visual Informatics","topic":"Software Engineering Research","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Canada First Research Excellence Fund","keywords":"Code refactoring; clone (Java method); Computer science; Software; Software maintenance; Software system; Software development; Software visualization; Software engineering; Visual analytics; Data science; Visualization; Data mining; Software construction; Programming language; Biology","authors":[{"name":"Debajyoti Mondal","is_ca":true},{"name":"Manishankar Mondal","is_ca":true},{"name":"Chanchal K. Roy","is_ca":true},{"name":"Kevin A. Schneider","is_ca":true},{"name":"Yukun Li","is_ca":true},{"name":"Shisong Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01327765827858923,"gpt":0.3051656061250057,"spread":0.2918879478464164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003002451,0.001616032,0.0009313656,0.006198078,0.0007226621,0.003311159,0.002342697,0.00128487,0.01203002],"category_scores_gemma":[0.01465498,0.0008257606,0.001124101,0.002385276,0.000664976,0.005167496,0.004871038,0.001622816,0.001969832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008165654,"about_ca_system_score_gemma":0.0008226394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002342116,"about_ca_topic_score_gemma":0.002297232,"domain_scores_codex":[0.9990619,0.0002822384,0.0001015509,0.0001837403,0.0003145425,0.00005606644],"domain_scores_gemma":[0.9927675,0.004142661,0.0006014841,0.001066601,0.0009847709,0.0004370351],"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":[0.001870078,0.0004433489,0.01260342,0.001651949,0.0004266115,0.001312472,0.007318823,0.03079778,0.02787941,0.05310439,0.1189945,0.7435972],"study_design_scores_gemma":[0.0004066454,0.0003525804,0.007452504,0.0004918645,0.0001853521,0.001077115,0.001534409,0.7033193,0.02644099,0.1045913,0.1538125,0.0003355553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.010808,0.0003011304,0.8568984,0.0004515997,0.00008029841,0.0004528856,0.003337849,0.1250795,0.002590426],"genre_scores_gemma":[0.1386496,0.0006187225,0.8403773,0.0003317423,0.0001104242,0.00119123,0.005942966,0.0104224,0.002355598],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01203002,"threshold_uncertainty_score":0.0402444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407426109","doi":"10.1016/j.visinf.2025.02.002","title":"What about thematic information? An analysis of the multidimensional visualization of individual mobility","year":2025,"lang":"en","type":"article","venue":"Visual Informatics","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Thematic map; Visualization; Computer science; Data science; Information retrieval; Geography; Data mining; Cartography","authors":[{"name":"Aline Menin","is_ca":false},{"name":"Clément Quere","is_ca":false},{"name":"Jorge Wagner","is_ca":false},{"name":"Sonia Chardonnel","is_ca":false},{"name":"Paule‐Annick Davoine","is_ca":false},{"name":"Wolfgang Stuerzlinger","is_ca":true},{"name":"Carla Maria Dal Sasso Freitas","is_ca":false},{"name":"Luciana Nedel","is_ca":false},{"name":"Marco Winckler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02052382980077276,"gpt":0.3601517154699308,"spread":0.339627885669158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008030961,0.0006905326,0.0005741825,0.01504953,0.001412068,0.008846804,0.0008591843,0.0009736593,0.005750435],"category_scores_gemma":[0.03184173,0.0003322538,0.001062554,0.01966325,0.002007553,0.009351878,0.003050235,0.001049897,0.0005959234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001779316,"about_ca_system_score_gemma":0.001874131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004805267,"about_ca_topic_score_gemma":0.006275482,"domain_scores_codex":[0.9964468,0.00200838,0.0002241782,0.0003140347,0.0008600977,0.0001465751],"domain_scores_gemma":[0.974921,0.01897489,0.001619027,0.001163636,0.002871718,0.0004497478],"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":[0.0003722695,0.00006333554,0.05146286,0.007889302,0.0004584237,0.002069317,0.1719102,0.005929861,0.006759161,0.2884187,0.05140071,0.4132658],"study_design_scores_gemma":[0.00004721742,0.00009995078,0.03135585,0.006097122,0.0003648984,0.001765584,0.1284272,0.01415105,0.003232152,0.1585547,0.6557479,0.0001564844],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3130054,0.06602673,0.4029787,0.04996361,0.003100637,0.0007317381,0.01414416,0.002897159,0.1471519],"genre_scores_gemma":[0.7206672,0.02686444,0.2351974,0.001261642,0.0008937941,0.0006221328,0.003835645,0.0008970022,0.009760659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01504953,"threshold_uncertainty_score":0.0424723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388713746","doi":"10.1016/j.visinf.2023.11.002","title":"Empirically evaluating virtual reality’s effect on reservoir engineering tasks","year":2023,"lang":"en","type":"article","venue":"Visual Informatics","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Computer Modelling Group","keywords":"Workflow; Virtual reality; Computer science; Usability; Workload; Task (project management); Human–computer interaction; Software; Immersion (mathematics); Engineering; Systems engineering","authors":[{"name":"Bryson Lawton","is_ca":true},{"name":"Nanjia Wang","is_ca":true},{"name":"Steven Samoil","is_ca":true},{"name":"Parisa Daeijavad","is_ca":true},{"name":"Siqi Xie","is_ca":true},{"name":"Zhangxin Chen","is_ca":true},{"name":"Frank Maurer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05888966664198984,"gpt":0.3921201668104925,"spread":0.3332305001685026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009217165,0.001015808,0.0005572851,0.001003535,0.0006261378,0.002442696,0.001311473,0.001099226,0.004647906],"category_scores_gemma":[0.1026895,0.0007173612,0.0007484918,0.0004375072,0.001141419,0.002647889,0.002337804,0.0009565723,0.0006233518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004719378,"about_ca_system_score_gemma":0.0004564444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009458947,"about_ca_topic_score_gemma":0.00110261,"domain_scores_codex":[0.9921994,0.00538829,0.0004890855,0.0005967004,0.0009709575,0.0003556251],"domain_scores_gemma":[0.8547981,0.1293614,0.005016039,0.003781783,0.005131315,0.0019114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01751158,0.02484865,0.1218461,0.01392313,0.0009177226,0.002078437,0.1074456,0.0591201,0.1244125,0.004814368,0.00691353,0.5161684],"study_design_scores_gemma":[0.004556003,0.1382459,0.5304008,0.004000289,0.002864928,0.003542439,0.05736249,0.1277961,0.07638869,0.007936285,0.04513866,0.001767521],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840891,0.000240933,0.01098269,0.0001372576,0.0000557439,0.0004349738,0.00008470643,0.0002326809,0.003741962],"genre_scores_gemma":[0.9656852,0.0003032073,0.03148741,0.0001508397,0.00004717485,0.0007618967,0.0001663,0.0001088993,0.001289078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009217165,"threshold_uncertainty_score":0.04874557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}