{"meta":{"query_hash":"9ee131ab0c29","filters":{"venue":"International Journal of Virtual Reality"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"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/9ee131ab0c29","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Virtual+Reality"},"results":[{"id":"W2612177702","doi":"10.20870/ijvr.2016.16.1.2877","title":"Eukaryo: An AR and VR Application for Cell Biology","year":2016,"lang":"en","type":"article","venue":"International Journal of Virtual Reality","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":5,"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 Calgary","funders":"","keywords":"Computer science; Eukaryotic cell; Virtual reality; Human–computer interaction; Visualization; Compartmentalization (fire protection); Key (lock); Variety (cybernetics); Game engine; Multimedia; Cell; Artificial intelligence; Biology","score_opus":0.030788106490765115,"score_gpt":0.34341921431626093,"score_spread":0.3126311078254958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612177702","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04021901,0.003755236,0.7411249,0.0008039215,0.0006874902,0.0007033219,0.008444512,0.15321618,0.05104533],"genre_scores_gemma":[0.4004463,0.0039193835,0.5360354,0.0016870454,0.00030478695,0.0012851249,0.013212749,0.008975315,0.034133866],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997311,0.00004935881,0.000014842621,0.000043473712,0.00012417977,0.000036940095],"domain_scores_gemma":[0.9997346,0.00010842911,0.000014283522,0.000043363718,0.0000327903,0.000066596025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005821224,0.0009330662,0.00056945044,0.00086400006,0.0005103518,0.0010598087,0.0018422217,0.0011850517,0.019934112],"category_scores_gemma":[0.0009207973,0.0004246955,0.0008859176,0.0004236563,0.0003469009,0.0008438773,0.002390814,0.000817255,0.004374552],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001662263,0.00047040483,0.0036113018,0.0020381568,0.00016784035,0.0031070982,0.0015424673,0.017283482,0.29690197,0.03274347,0.2243996,0.41607204],"study_design_scores_gemma":[0.0005096663,0.0008995282,0.006333379,0.000402556,0.00014979088,0.008206525,0.00019467507,0.11490554,0.07593597,0.013897465,0.7781136,0.00045132614],"about_ca_topic_score_codex":0.000732748,"about_ca_topic_score_gemma":0.00077122304,"teacher_disagreement_score":0.019934112,"about_ca_system_score_codex":0.0002356583,"about_ca_system_score_gemma":0.00044633623,"threshold_uncertainty_score":0.06668627},"labels":[],"label_agreement":null},{"id":"W2736251444","doi":"10.20870/ijvr.2000.4.4.2656","title":"Design and Speedup of an Indoor Walkthrough System","year":2000,"lang":"en","type":"article","venue":"International Journal of Virtual Reality","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":0,"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 Alberta","funders":"","keywords":"Speedup; Software walkthrough; Computer science; Rendering (computer graphics); Visibility; Preprocessor; Computer graphics (images); Artificial intelligence; Software; Parallel computing; Software system; Programming language","score_opus":0.020074125030724133,"score_gpt":0.28245662918875164,"score_spread":0.2623825041580275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736251444","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03422785,0.00013690948,0.95006806,0.00010201988,0.00006760675,0.00025125328,0.00008235713,0.011997082,0.0030668904],"genre_scores_gemma":[0.32053307,0.0001798953,0.6735443,0.000064542815,0.000048341666,0.00020261097,0.00031942263,0.00066766207,0.0044402117],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99957424,0.000073299234,0.000022863189,0.000089836874,0.00015004567,0.000089771784],"domain_scores_gemma":[0.99933714,0.00019290151,0.00003388513,0.00011145368,0.00020442854,0.000120189485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050956313,0.0007286192,0.00081498455,0.00043772563,0.00042709123,0.0008456393,0.0011390401,0.0005262774,0.009943598],"category_scores_gemma":[0.001461526,0.00058026676,0.0003062241,0.00026663876,0.00026208136,0.0008818472,0.0008019097,0.0006319453,0.0019202816],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016744707,0.00039221183,0.002352386,0.0005219464,0.00011529544,0.00085441384,0.00081530795,0.041229215,0.4679624,0.007263515,0.011170684,0.46564826],"study_design_scores_gemma":[0.00052828743,0.0013077016,0.0059713135,0.000083300445,0.00014777367,0.0014651669,0.00031081765,0.66345567,0.258449,0.002275012,0.06584672,0.00015925172],"about_ca_topic_score_codex":0.00236336,"about_ca_topic_score_gemma":0.002155537,"teacher_disagreement_score":0.009943598,"about_ca_system_score_codex":0.00037300235,"about_ca_system_score_gemma":0.0005368441,"threshold_uncertainty_score":0.033264697},"labels":[],"label_agreement":null},{"id":"W2752839392","doi":"10.20870/ijvr.2010.9.4.2789","title":"Optic-Flow Based Motion Analysis for Animation","year":2010,"lang":"en","type":"article","venue":"International Journal of Virtual Reality","topic":"Advanced Vision and Imaging","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; European Commission","keywords":"Animation; Computer science; Computer graphics (images); Computer vision; Motion (physics); Artificial intelligence; Optical flow; Graphics; Flow (mathematics); Process (computing); Feature (linguistics); Computer animation; Computer graphics; CLIPS; Image (mathematics)","score_opus":0.027952237274046502,"score_gpt":0.3538236106714905,"score_spread":0.325871373397444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752839392","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026373425,0.0007011225,0.99243283,0.00011942139,0.00008336114,0.000060058297,0.00009776522,0.0009221216,0.0029459202],"genre_scores_gemma":[0.098338015,0.0017813685,0.89446473,0.000096810276,0.00014011456,0.00019629177,0.00038318906,0.00029560333,0.004303865],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998037,0.000048970214,0.000010676263,0.000035803503,0.0000823587,0.000018494999],"domain_scores_gemma":[0.9997092,0.00013599347,0.000030574658,0.00004126168,0.00006758669,0.00001532954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042590447,0.00080432347,0.00043497182,0.0015312823,0.00046107682,0.0006502372,0.00056901993,0.00057427527,0.0062259934],"category_scores_gemma":[0.0016513233,0.00031536652,0.0004982924,0.0011140285,0.00049690175,0.00088239874,0.0005121707,0.00075321645,0.0016627129],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018790607,0.000060233397,0.00058927434,0.0004048212,0.00006880903,0.000098231074,0.00015283898,0.076440655,0.09514795,0.05982248,0.010209522,0.7568173],"study_design_scores_gemma":[0.00002948861,0.0000839306,0.0011943316,0.00010635463,0.000035243465,0.00017291713,0.000041353855,0.89597785,0.035138987,0.02473013,0.042417202,0.00007218922],"about_ca_topic_score_codex":0.003204982,"about_ca_topic_score_gemma":0.0026274233,"teacher_disagreement_score":0.0062259934,"about_ca_system_score_codex":0.0007493772,"about_ca_system_score_gemma":0.00063159975,"threshold_uncertainty_score":0.020828068},"labels":[],"label_agreement":null},{"id":"W2768415355","doi":"10.20870/ijvr.2017.17.2.2893","title":"\"Real Baby - Real Family\" Multi-Sensory Feedback Tangible Baby VR","year":2017,"lang":"en","type":"article","venue":"International Journal of Virtual Reality","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Virtual reality; Anime; Multimedia; Psychology; Human–computer interaction; Computer science; Visual arts; Art; Artificial intelligence","score_opus":0.08321147050143658,"score_gpt":0.3704192233141679,"score_spread":0.2872077528127313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768415355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4588663,0.0042997734,0.425958,0.0015137041,0.0009726573,0.0006361362,0.0025062482,0.0071740528,0.098073184],"genre_scores_gemma":[0.8341738,0.002903435,0.118837915,0.000571582,0.00012712959,0.00037529977,0.0012374574,0.0005861509,0.04118725],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997156,0.00008447908,0.000012522014,0.000033960125,0.00012815879,0.000025313238],"domain_scores_gemma":[0.9996966,0.00013826275,0.000023348312,0.000034913188,0.00006299518,0.000043871034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053761806,0.00052655383,0.00019979446,0.00022245984,0.00017602499,0.00044928674,0.000532483,0.00043849077,0.0158124],"category_scores_gemma":[0.0011736153,0.00015435852,0.00033054609,0.00010900309,0.00020751159,0.00043242573,0.0009645232,0.0003606973,0.0012985979],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018434637,0.00060324406,0.0022513806,0.0030831944,0.000106812244,0.002324119,0.0031051575,0.008329287,0.37432945,0.004040599,0.0364799,0.56350344],"study_design_scores_gemma":[0.0012006984,0.020402417,0.076145835,0.00224025,0.0007719079,0.026849536,0.006736089,0.050009347,0.26141575,0.0047065793,0.5486329,0.0008886504],"about_ca_topic_score_codex":0.0006659193,"about_ca_topic_score_gemma":0.0012390652,"teacher_disagreement_score":0.0158124,"about_ca_system_score_codex":0.00012423815,"about_ca_system_score_gemma":0.00018857095,"threshold_uncertainty_score":0.05289775},"labels":[],"label_agreement":null},{"id":"W2981988275","doi":"10.20870/ijvr.2019..0.2920","title":"ConVRgence (VRIC) Virtual Reality International Conference Proceedings","year":2019,"lang":"en","type":"article","venue":"International Journal of Virtual Reality","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Aalborg Universitet","keywords":"Virtual reality; Computer science; Political science; Human–computer interaction","score_opus":0.04857015210673895,"score_gpt":0.2950078149290778,"score_spread":0.24643766282233884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981988275","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0066257315,0.01811595,0.008697491,0.007658026,0.0256645,0.00026481817,0.011651016,0.004814504,0.9165079],"genre_scores_gemma":[0.033362605,0.008302004,0.007190317,0.0009655354,0.003859653,0.00012222803,0.015433702,0.0018307954,0.92893314],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989624,0.00009755365,0.000046735568,0.00011944365,0.00066017645,0.00011370045],"domain_scores_gemma":[0.9982961,0.00013869644,0.000088795605,0.00015378512,0.0008953626,0.00042732188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011592103,0.0008158587,0.0004779484,0.003000562,0.001167945,0.0054720687,0.0011231129,0.0010566834,0.28954858],"category_scores_gemma":[0.0022146662,0.00032591118,0.0005028031,0.0020050625,0.0002802425,0.0014036769,0.0023614676,0.0014781005,0.099167414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006733535,0.000044735058,0.00020424198,0.00016805086,0.0000092460505,0.000113523725,0.00007888187,0.0001430752,0.0011831649,0.0022015513,0.87734646,0.11843971],"study_design_scores_gemma":[0.000009826284,0.000031144948,0.0006684742,0.000058332436,0.0000048540574,0.000099146324,0.00007386918,0.00013221482,0.0005340684,0.00030893637,0.9980672,0.000011984064],"about_ca_topic_score_codex":0.0051926165,"about_ca_topic_score_gemma":0.0111072855,"teacher_disagreement_score":0.28954858,"about_ca_system_score_codex":0.00081023056,"about_ca_system_score_gemma":0.0012954484,"threshold_uncertainty_score":0.9686365},"labels":[],"label_agreement":null},{"id":"W2982201048","doi":"10.20870/ijvr.2019.19.2.2914","title":"Comparing Conventional versus Immersive Service Prototypes: An Empirical Study","year":2019,"lang":"en","type":"article","venue":"International Journal of Virtual Reality","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung","keywords":"Agile software development; Service design; Service (business); Computer science; Service delivery framework; Product (mathematics); Process (computing); New product development; Process management; Human–computer interaction; Engineering; Business; Software engineering; Marketing","score_opus":0.09767674569327389,"score_gpt":0.3710947804447638,"score_spread":0.2734180347514899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982201048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978454,0.00007744651,0.00061436836,0.00004004521,0.000006473956,0.00037937847,0.000031146075,0.000004706989,0.0010009977],"genre_scores_gemma":[0.9945148,0.0002731799,0.003261146,0.000087380846,0.000014772557,0.0008453233,0.000067648696,0.000013498112,0.0009222733],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9787219,0.013199275,0.0016976562,0.0012837901,0.0038825672,0.0012147333],"domain_scores_gemma":[0.89220786,0.08706799,0.0055893213,0.0027682371,0.010080761,0.00228582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02651057,0.00054888823,0.0009107869,0.002071208,0.001817245,0.0030375202,0.0016644069,0.0013209091,0.003927826],"category_scores_gemma":[0.08462398,0.00069918094,0.00047940828,0.0019123362,0.0033002226,0.0037893332,0.0025146226,0.0017049165,0.0006410467],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002752307,0.03408679,0.14922121,0.004183321,0.00011840342,0.0027205662,0.64751166,0.0007320486,0.01487048,0.003894605,0.0014530554,0.13845551],"study_design_scores_gemma":[0.00035448562,0.025082292,0.1716179,0.00093347323,0.00015593389,0.0016779882,0.7704432,0.00270296,0.009228892,0.0008986615,0.016706996,0.00019716813],"about_ca_topic_score_codex":0.0012302211,"about_ca_topic_score_gemma":0.0014693765,"teacher_disagreement_score":0.02651057,"about_ca_system_score_codex":0.0014787749,"about_ca_system_score_gemma":0.0015328921,"threshold_uncertainty_score":0.14020294},"labels":[],"label_agreement":null},{"id":"W3207589892","doi":"10.20870/ijvr.2020...3316","title":"ConVRgence (VRIC) Virtual Reality International Conference Proceedings","year":2020,"lang":"en","type":"article","venue":"International Journal of Virtual Reality","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche; Université de Lorraine","keywords":"Virtual reality; Computer science; Human–computer interaction","score_opus":0.06514114711543116,"score_gpt":0.30393079504001846,"score_spread":0.2387896479245873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207589892","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004591453,0.085313775,0.003981653,0.020702356,0.18244171,0.000218055,0.0034754255,0.0019894287,0.6972861],"genre_scores_gemma":[0.021147225,0.030409226,0.003124715,0.0024177653,0.02465908,0.00011153586,0.004788598,0.0011093622,0.9122326],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978922,0.00019419908,0.000098500095,0.0001868216,0.0014631939,0.00016507244],"domain_scores_gemma":[0.9957617,0.00039546133,0.00021983383,0.00020506777,0.0028063369,0.0006116707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018712967,0.0009961032,0.00069132505,0.003925043,0.0014380873,0.0075889286,0.0012683553,0.0015110521,0.17007008],"category_scores_gemma":[0.0036262344,0.0003994912,0.00055653293,0.0024672553,0.0004883147,0.0017165763,0.0019786288,0.0020652057,0.053642593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004232915,0.000035942547,0.00009742572,0.00024183221,0.00000806305,0.00006080244,0.00005923037,0.000062317566,0.00065405015,0.0017682796,0.91031885,0.08665094],"study_design_scores_gemma":[0.0000058870587,0.000028766812,0.00040514162,0.00010426586,0.0000043954783,0.000068344736,0.000066962326,0.00004489305,0.00027522448,0.00018960405,0.9987984,0.000008116869],"about_ca_topic_score_codex":0.0045439587,"about_ca_topic_score_gemma":0.01164229,"teacher_disagreement_score":0.17007008,"about_ca_system_score_codex":0.0013452389,"about_ca_system_score_gemma":0.002318864,"threshold_uncertainty_score":0.5689411},"labels":[],"label_agreement":null},{"id":"W4225979341","doi":"10.20870/ijvr.2022.1.1.5503","title":"ConVRgence (VRIC) Virtual Reality International Conference Proceedings","year":2022,"lang":"en","type":"article","venue":"International Journal of Virtual Reality","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Association Nationale de la Recherche et de la Technologie","keywords":"Library science; Virtual reality; The arts; Engineering; Computer science; Visual arts; Human–computer interaction; Art","score_opus":0.0598538936590703,"score_gpt":0.33978511242013565,"score_spread":0.27993121876106536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225979341","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0121414075,0.045616936,0.025448233,0.012339577,0.03936888,0.0005781786,0.010237349,0.006368954,0.84790045],"genre_scores_gemma":[0.05200596,0.013675534,0.016409507,0.0010632913,0.003841464,0.00023024286,0.0148740355,0.001694257,0.89620566],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980356,0.00022677139,0.00007737194,0.00023497322,0.0012413042,0.0001840392],"domain_scores_gemma":[0.9967007,0.00018210364,0.00009574394,0.0002476125,0.0022620766,0.00051177246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022326962,0.00094015035,0.0006328663,0.0022411805,0.001096083,0.004910951,0.0012996311,0.001119911,0.13978283],"category_scores_gemma":[0.0027531807,0.00041662794,0.0005036408,0.0013455829,0.00037735992,0.0011120542,0.002400045,0.0018697111,0.05449097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013101986,0.00008506482,0.0003078936,0.00017755106,0.00001138413,0.00012428418,0.000113807175,0.0002858845,0.0023315577,0.0034269933,0.7977412,0.1952633],"study_design_scores_gemma":[0.000015761772,0.00006129633,0.0010350697,0.00007315111,0.000006562218,0.00014551915,0.000066699424,0.00024520987,0.0010631316,0.00027933504,0.9969913,0.000016926806],"about_ca_topic_score_codex":0.011720042,"about_ca_topic_score_gemma":0.016636409,"teacher_disagreement_score":0.13978283,"about_ca_system_score_codex":0.0015301848,"about_ca_system_score_gemma":0.002507682,"threshold_uncertainty_score":0.46762013},"labels":[],"label_agreement":null},{"id":"W4256367081","doi":"10.20870/ijvr.2021.1.1.4797","title":"ConVRgence (VRIC) Virtual Reality International Conference Proceedings","year":2021,"lang":"en","type":"article","venue":"International Journal of Virtual Reality","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Bundesministerium für Wirtschaft und Energie","keywords":"The arts; Coronavirus disease 2019 (COVID-19); Context (archaeology); Library science; Engineering; Sociology; Visual arts; Computer science; Medicine; History; Art","score_opus":0.06286776564406386,"score_gpt":0.34784094912645774,"score_spread":0.28497318348239387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256367081","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011129756,0.041448545,0.023913989,0.013222939,0.068393685,0.00059297506,0.0073266616,0.004630198,0.8293413],"genre_scores_gemma":[0.05033035,0.012736747,0.013903621,0.0010845383,0.006162038,0.0003001009,0.010326664,0.0016285058,0.90352744],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974136,0.0004042345,0.000105348656,0.0003173427,0.001495807,0.0002637269],"domain_scores_gemma":[0.9966629,0.00025700583,0.000109107,0.00029525268,0.0019305624,0.0007451316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029509037,0.0011240677,0.00071813754,0.0022244959,0.0013076072,0.0061250767,0.0015137712,0.0014172068,0.18120591],"category_scores_gemma":[0.0036202783,0.00042668596,0.00064624735,0.0012899799,0.0004969742,0.0013067157,0.0031208657,0.0022078298,0.06508938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001267861,0.0000799752,0.00022263391,0.00019161812,0.000013768258,0.00015534069,0.00012867257,0.0003358346,0.0018433315,0.0035513465,0.84383863,0.14951217],"study_design_scores_gemma":[0.000016601367,0.00006653028,0.0007473106,0.00008921153,0.000005952414,0.00015266347,0.0001001671,0.00030125352,0.0007269435,0.00039758885,0.9973769,0.00001891172],"about_ca_topic_score_codex":0.006263708,"about_ca_topic_score_gemma":0.008831718,"teacher_disagreement_score":0.18120591,"about_ca_system_score_codex":0.00135453,"about_ca_system_score_gemma":0.0023857697,"threshold_uncertainty_score":0.60619414},"labels":[],"label_agreement":null},{"id":"W4285094829","doi":"10.20870/ijvr.2022.1.1.7103","title":"GUARDIANS & METANAUTS: Shaping the Reality of Future Humanity","year":2022,"lang":"en","type":"article","venue":"International Journal of Virtual Reality","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Facilitator; Influencer marketing; Humanity; Political science; International community; Engineering ethics; Engineering; Public relations; Sociology; Business; Law; Marketing","score_opus":0.14673356317301092,"score_gpt":0.35498305863918916,"score_spread":0.20824949546617824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285094829","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044742174,0.015013585,0.010849182,0.1814668,0.003920042,0.000057024088,0.00016947449,0.00060866773,0.74317294],"genre_scores_gemma":[0.8831825,0.0048927027,0.00487632,0.011828208,0.0005494551,0.000055114815,0.00010434555,0.00040118836,0.09411009],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99759716,0.0013365934,0.000039950846,0.00029892212,0.00038562025,0.0003416742],"domain_scores_gemma":[0.99839133,0.00043952576,0.0001403576,0.0002602474,0.00015700817,0.0006116197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003121204,0.00040100902,0.000215886,0.0010811368,0.008899061,0.016770504,0.0013164041,0.0025465835,0.019916732],"category_scores_gemma":[0.004462826,0.0002925843,0.00033751284,0.00081195217,0.02409556,0.012838613,0.011077795,0.005006363,0.0024375743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046284345,0.000013404159,0.0016155933,0.00009344917,0.0000073751467,0.0002971551,0.057538256,0.00016580959,0.00045252527,0.78277445,0.08706663,0.06992912],"study_design_scores_gemma":[0.000005290396,0.000019238629,0.00056732475,0.00022245645,0.000002926026,0.00020007156,0.043854117,0.00016686248,0.00019895089,0.091661185,0.8630845,0.000017034245],"about_ca_topic_score_codex":0.009475007,"about_ca_topic_score_gemma":0.0177446,"teacher_disagreement_score":0.019916732,"about_ca_system_score_codex":0.005426619,"about_ca_system_score_gemma":0.004293725,"threshold_uncertainty_score":0.06662816},"labels":[],"label_agreement":null},{"id":"W4401769017","doi":"10.20870/ijvr.2024.24.1.7905","title":"Customized Avatars In A Multiplatform Game On Mobile And Virtual Reality For Hospitalized Children In Hemato-Oncology: A Conceptual Design","year":2024,"lang":"en","type":"article","venue":"International Journal of Virtual Reality","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital de l'Enfant-Jésus; Shriners Hospitals for Children - Canada; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Virtual reality; Conceptual design; Human–computer interaction; Computer science; Medicine","score_opus":0.03844210645742422,"score_gpt":0.35094424967355003,"score_spread":0.3125021432161258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401769017","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35266852,0.0013715854,0.5808731,0.0021598325,0.00049659616,0.0068523963,0.00042520257,0.0010094261,0.054143302],"genre_scores_gemma":[0.50322264,0.00076836365,0.48097754,0.00037010078,0.000028653785,0.0041593933,0.00019148551,0.000107231965,0.010174487],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99850357,0.0010372682,0.00007483867,0.00011551182,0.00015838511,0.000110340676],"domain_scores_gemma":[0.99941707,0.00026965502,0.00004994757,0.000050785733,0.00008853482,0.00012409188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013969517,0.0012126784,0.0002876173,0.0006343839,0.00083323906,0.002408403,0.0020305098,0.0012911464,0.003585246],"category_scores_gemma":[0.0017989229,0.00041696825,0.00074987044,0.00025140433,0.0020158545,0.0015624535,0.002773858,0.0009091694,0.0004971552],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002245551,0.003544593,0.014340831,0.0051730317,0.0002702299,0.004887672,0.06563663,0.030184502,0.10663611,0.47529936,0.012141368,0.2796401],"study_design_scores_gemma":[0.0020915458,0.014503809,0.019466223,0.0027999661,0.00088929577,0.0128502445,0.043132864,0.18431091,0.05182896,0.06697366,0.60030484,0.0008477647],"about_ca_topic_score_codex":0.0011653334,"about_ca_topic_score_gemma":0.0016316226,"teacher_disagreement_score":0.003585246,"about_ca_system_score_codex":0.00080008706,"about_ca_system_score_gemma":0.00083355635,"threshold_uncertainty_score":0.011993825},"labels":[],"label_agreement":null},{"id":"W6944587896","doi":"10.20870/ijvr.2025.25.1.7520","title":"Design and development of virtual learning environment for animal experimentation","year":2025,"lang":"en","type":"article","venue":"International Journal of Virtual Reality","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Université Laval","keywords":"Usability; Blueprint; Virtual reality; Process (computing); Virtual machine; Virtual learning environment; Instructional simulation; Virtual Laboratory","score_opus":0.07589609798659554,"score_gpt":0.3550053734817747,"score_spread":0.27910927549517917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6944587896","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046562206,0.0002892322,0.9443936,0.00009169504,0.000080154365,0.0013856165,0.000109369284,0.0014013787,0.005686851],"genre_scores_gemma":[0.20513603,0.0003664262,0.78667474,0.000071614006,0.000020085461,0.0026503708,0.00019128565,0.00017686425,0.0047124983],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988463,0.00041323726,0.000093746145,0.000170002,0.0003533289,0.00012344152],"domain_scores_gemma":[0.99920195,0.00030105445,0.000062297026,0.00009957761,0.0002236944,0.00011139462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016067085,0.0007957027,0.0004895418,0.00079390383,0.00031822882,0.0010303829,0.0020669538,0.0008196708,0.0040841945],"category_scores_gemma":[0.0017986113,0.0004547882,0.0006754816,0.00025138422,0.00040700895,0.0007737638,0.0013663729,0.0005500949,0.00093112263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009931952,0.0010634415,0.0046049436,0.0026641914,0.00014541655,0.0013987944,0.0033615464,0.07640481,0.3684539,0.01782679,0.0034386716,0.5196443],"study_design_scores_gemma":[0.000834178,0.009823785,0.0157984,0.0007691579,0.000500874,0.0032711073,0.0016251378,0.32735503,0.3361273,0.008464166,0.29497004,0.000460839],"about_ca_topic_score_codex":0.00022618817,"about_ca_topic_score_gemma":0.000240219,"teacher_disagreement_score":0.0040841945,"about_ca_system_score_codex":0.00021964384,"about_ca_system_score_gemma":0.0006531084,"threshold_uncertainty_score":0.013662994},"labels":[],"label_agreement":null},{"id":"W6963680884","doi":"10.20870/ijvr.2025.1.1.9362","title":"Laval Virtual Doctoral Consortium Proceedings","year":2025,"lang":"en","type":"article","venue":"International Journal of Virtual Reality","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Virtual reality; Virtual world","score_opus":0.029369609289590003,"score_gpt":0.334441876262336,"score_spread":0.30507226697274603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6963680884","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015475556,0.0325962,0.008145003,0.092210025,0.10000754,0.0007843067,0.010796083,0.0030794549,0.7369058],"genre_scores_gemma":[0.034560185,0.0051336936,0.0042260373,0.0022696964,0.006487366,0.00026175805,0.0039416635,0.00081917434,0.94230044],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951108,0.000955017,0.00017448286,0.00046468654,0.002692587,0.0006024233],"domain_scores_gemma":[0.9891754,0.00058736734,0.00023615659,0.0005149346,0.0052369474,0.0042492095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076712263,0.0007992964,0.0006005441,0.0019068097,0.0035217663,0.010100984,0.0015039116,0.002137174,0.16812278],"category_scores_gemma":[0.010000505,0.00032207306,0.0007158366,0.000978056,0.000975964,0.0016488698,0.006494115,0.0020493632,0.05928943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011611219,0.00006452837,0.000324606,0.000103142505,0.00000890013,0.00016639142,0.0002906136,0.00020274363,0.00055158185,0.009052319,0.92925036,0.059868746],"study_design_scores_gemma":[0.00000667383,0.000019867868,0.0004331537,0.00004246433,0.0000016033483,0.00005393837,0.00013753155,0.00007523656,0.00017263685,0.0004640117,0.9985856,0.0000072918397],"about_ca_topic_score_codex":0.016642433,"about_ca_topic_score_gemma":0.023621649,"teacher_disagreement_score":0.16812278,"about_ca_system_score_codex":0.0053121196,"about_ca_system_score_gemma":0.016145222,"threshold_uncertainty_score":0.56242675},"labels":[],"label_agreement":null}]}