{"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":"e97ea1245086","filters":{"venue":"EDULEARN10 Proceedings"}},"results":[{"id":"W15240455","doi":"10.1529/biophysj.103.037861","title":"DATA-DRIVEN FRAMEWORK FOR AN ONLINE 3D IMMERSIVE ENVIRONMENT FOR EDUCATIONAL APPLICATIONS","year":2010,"lang":"en","type":"article","venue":"EDULEARN10 Proceedings","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Avatar; Computer science; Presentation (obstetrics); Multimedia; Task (project management); Focus (optics); World Wide Web; Online learning; Human–computer interaction; Instructional simulation; Virtual reality; Engineering","authors":[{"name":"Ali Arya","is_ca":true},{"name":"Nuket Nowlan","is_ca":false},{"name":"Nicholas Sauriol","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0752597195338474,"gpt":0.3483631247270136,"spread":0.2731034051931662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001165562,0.001467414,0.0009948006,0.0006760445,0.0005621138,0.002029936,0.004820611,0.001731522,0.03446702],"category_scores_gemma":[0.002255925,0.0006655399,0.00145665,0.0005765384,0.0006946169,0.00153364,0.004554706,0.001542929,0.007748791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005565714,"about_ca_system_score_gemma":0.0008498588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002377038,"about_ca_topic_score_gemma":0.003443637,"domain_scores_codex":[0.9995351,0.0001256252,0.00003086803,0.00006700839,0.0001951385,0.00004632007],"domain_scores_gemma":[0.9993402,0.0002144129,0.00002129707,0.0001487058,0.0001555577,0.0001196912],"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":[0.001451724,0.0008591246,0.001656632,0.001402329,0.0003562795,0.00120136,0.001317449,0.2244917,0.05762231,0.1163725,0.1302515,0.4630171],"study_design_scores_gemma":[0.0002758939,0.0002301737,0.0005097062,0.0001490218,0.0000707656,0.0003144401,0.0001456512,0.7264807,0.01462558,0.04627841,0.2107809,0.0001388064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001799277,0.000111242,0.9768451,0.000247288,0.00009052027,0.0003012184,0.00099976,0.01558008,0.00402546],"genre_scores_gemma":[0.05929862,0.0003168441,0.92639,0.0003010464,0.00004755875,0.002140248,0.002885039,0.00204552,0.006575152],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03446702,"threshold_uncertainty_score":0.1153036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3662203","doi":"","title":"MONITORING STUDENTS’ OVERSEAS EXPERIENCE THROUGH A LEARNING MANAGEMENT SYSTEM","year":2010,"lang":"en","type":"article","venue":"EDULEARN10 Proceedings","topic":"Online and Blended Learning","field":"Social Sciences","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":"Learning Management; Experiential learning; Business; Computer science; Knowledge management; Psychology; Pedagogy; Multimedia","authors":[{"name":"C.G. Shirley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01784506820291227,"gpt":0.344366288746206,"spread":0.3265212205432937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000426653,0.0002489865,0.0001580798,0.001136739,0.0006209654,0.0007981776,0.0004423901,0.0002979048,0.004263513],"category_scores_gemma":[0.001851666,0.00008354073,0.0001392525,0.0005385004,0.0002065485,0.0004866456,0.00112893,0.0002948506,0.00112062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492375,"about_ca_system_score_gemma":0.0005647702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182947,"about_ca_topic_score_gemma":0.00350744,"domain_scores_codex":[0.9995337,0.0001090895,0.00003723866,0.00006018534,0.0001227416,0.000137087],"domain_scores_gemma":[0.9974651,0.00008941763,0.0006324876,0.00005665126,0.0004091201,0.001347166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008307203,0.0007779133,0.9411276,0.0000283885,0.00001002345,0.000602866,0.001879333,0.00008089306,0.001336979,0.00006082602,0.001650875,0.05236119],"study_design_scores_gemma":[0.000009182059,0.001120962,0.9824462,0.00002738706,0.00001108413,0.001128795,0.006370733,0.0004063936,0.0007252397,0.00006887287,0.007667342,0.00001787063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974353,0.00006538208,0.00007068322,0.0001425243,0.00001126181,0.00002036343,0.00006353059,0.00001431105,0.002176614],"genre_scores_gemma":[0.9968011,0.0001109076,0.0002422324,0.00009551866,0.0000158581,0.00002152867,0.0000950242,0.000003564344,0.002614321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004263513,"threshold_uncertainty_score":0.01426291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W30740105","doi":"","title":"CREATION OF AN ON-LINE COURSE AT THE FACULTY OF NURSING SCIENCE OF UNIVERSITY OF MONTREAL: AN EXAMPLE OF CHANGE IN PRACTICE","year":2010,"lang":"en","type":"article","venue":"EDULEARN10 Proceedings","topic":"Foreign Language Teaching Methods","field":"Social Sciences","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":"Course (navigation); Line (geometry); Medical education; Library science; Sociology; Medicine; Engineering; Computer science","authors":[{"name":"S. Harvie","is_ca":false},{"name":"F. Meyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1178518753806565,"gpt":0.4302895205786068,"spread":0.3124376451979503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006329372,0.0005782563,0.0002530869,0.001035183,0.01149703,0.005014781,0.004735385,0.002809357,0.02213081],"category_scores_gemma":[0.01014569,0.0004848123,0.0005580513,0.0008224718,0.002996899,0.001833176,0.005003207,0.003216394,0.002713742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0210446,"about_ca_system_score_gemma":0.04565537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3632859,"about_ca_topic_score_gemma":0.7654247,"domain_scores_codex":[0.9948134,0.002309465,0.00005491146,0.000475534,0.0009006556,0.001446015],"domain_scores_gemma":[0.978084,0.002207557,0.0003882191,0.00113671,0.003277627,0.01490579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004441792,0.008532637,0.0400777,0.0003434535,0.00005260283,0.006201736,0.121133,0.001843036,0.0202427,0.02251579,0.15863,0.6199832],"study_design_scores_gemma":[0.0003779803,0.002569906,0.1215503,0.0003360012,0.00007351427,0.001283184,0.1037606,0.0049107,0.01125752,0.003717198,0.7498375,0.0003255667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6880269,0.0004249086,0.0327329,0.03753024,0.002262482,0.002613643,0.0006517142,0.002577564,0.2331796],"genre_scores_gemma":[0.7071244,0.0002294905,0.0609808,0.002933556,0.000247146,0.0004008107,0.0004489308,0.0006628847,0.226972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3632859,"threshold_uncertainty_score":0.7223427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}