{"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":"829ef024aa5a","filters":{"venue":"Annual review of Cybertherapy and Telemedicine"}},"results":[{"id":"W2960627577","doi":"","title":"The virtual reality working-memory-training program (VR WORK M): Description of an individualized, integrated program","year":2018,"lang":"en","type":"article","venue":"Annual review of Cybertherapy and Telemedicine","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut du Savoir Montfort; University of Ottawa; Université du Québec en Outaouais","funders":"","keywords":"Virtual reality; Computer science; Training (meteorology); Human–computer interaction; Work (physics); Multimedia; Engineering","authors":[{"name":"Jennyfer Ansado","is_ca":true},{"name":"Jenel Brulé","is_ca":true},{"name":"Clelia Chasen","is_ca":true},{"name":"Georg Northoff","is_ca":true},{"name":"Stéphane Bouchard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06452638562106208,"gpt":0.3895177843372402,"spread":0.3249913987161781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008350484,0.000441046,0.0005870602,0.0008864061,0.0003369767,0.0007804452,0.001079248,0.0005935577,0.001469107],"category_scores_gemma":[0.001006562,0.0001617295,0.0005173533,0.0007411145,0.0005254694,0.000531441,0.001151948,0.001422637,0.000429616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000704355,"about_ca_system_score_gemma":0.002203912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002205221,"about_ca_topic_score_gemma":0.004004105,"domain_scores_codex":[0.9995502,0.0001030992,0.00004286157,0.00009951519,0.0001488689,0.00005549556],"domain_scores_gemma":[0.9995394,0.0001906287,0.0000760041,0.00004600694,0.00006068365,0.00008731049],"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":[0.0001914588,0.002465413,0.001141509,0.001565827,0.00003772073,0.00004248845,0.0001572796,0.0008378364,0.002825442,0.00203985,0.002268274,0.9864269],"study_design_scores_gemma":[0.002034774,0.03413081,0.2600776,0.01787785,0.001350722,0.009235792,0.001915882,0.01388544,0.05459009,0.02268746,0.5817342,0.0004793763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.3112837,0.367444,0.1861461,0.008516091,0.002108422,0.01364629,0.001703675,0.003141602,0.1060101],"genre_scores_gemma":[0.4512614,0.2209155,0.2877494,0.004546241,0.0009191168,0.01015587,0.001790338,0.0002530929,0.02240911],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002205221,"threshold_uncertainty_score":0.005110443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954622182","doi":"","title":"Personalizing the exergame experience: a personality tailoring approach","year":2018,"lang":"en","type":"article","venue":"Annual review of Cybertherapy and Telemedicine","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"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":"Openness to experience; Conscientiousness; Extraversion and introversion; Personality; Context (archaeology); Big Five personality traits; Psychology; Applied psychology; Exploratory research; Sample (material); Social psychology; Computer science","authors":[{"name":"Gerry Chan","is_ca":true},{"name":"Ali Arya","is_ca":true},{"name":"Anthony Whitehead","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05547470835975216,"gpt":0.4159093902551744,"spread":0.3604346818954223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002395427,0.0005092252,0.0003109566,0.001098007,0.0006012477,0.001508408,0.0005203895,0.0003707199,0.002066224],"category_scores_gemma":[0.004582306,0.0002129474,0.0004560113,0.0005365545,0.0008044925,0.0007079581,0.001136503,0.0008681067,0.0004017762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004852497,"about_ca_system_score_gemma":0.0006390044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000732429,"about_ca_topic_score_gemma":0.002615542,"domain_scores_codex":[0.9989653,0.0005605121,0.00004755387,0.0001544366,0.0001927882,0.00007944129],"domain_scores_gemma":[0.9970566,0.00154104,0.0004230599,0.0003617771,0.0003255219,0.0002920145],"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":[0.0004721892,0.002670266,0.17954,0.001220878,0.0002580478,0.0004221172,0.03568448,0.001916244,0.02501342,0.007399402,0.001732361,0.7436706],"study_design_scores_gemma":[0.0001416958,0.003306193,0.8924723,0.0006468112,0.0003994736,0.001811671,0.03322773,0.01253605,0.008740629,0.01720365,0.02936747,0.0001463369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8553904,0.00110766,0.1147067,0.00114478,0.0000870312,0.001418985,0.0001348798,0.0002118468,0.02579769],"genre_scores_gemma":[0.9413952,0.0009453991,0.05199873,0.0001998281,0.00004085481,0.0006767116,0.00008220239,0.00002264119,0.004638433],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002395427,"threshold_uncertainty_score":0.01266837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2953882706","doi":"","title":"User study of emotional visualization dashboard for educational software: Description of the study protocol","year":2018,"lang":"en","type":"article","venue":"Annual review of Cybertherapy and Telemedicine","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"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":"Dashboard; Visualization; Computer science; Data visualization; Human–computer interaction; Plan (archaeology); Eye tracking; Protocol (science); World Wide Web; Software; Learning analytics; Web application; Multimedia; Data science; Artificial intelligence","authors":[{"name":"Reza GhasemAghaei","is_ca":true},{"name":"Ali Arya","is_ca":true},{"name":"Robert Biddle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03655462804087246,"gpt":0.4200556856661035,"spread":0.383501057625231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02330029,0.001397065,0.001701377,0.001599782,0.002602433,0.001719035,0.00133496,0.002321448,0.02059819],"category_scores_gemma":[0.03558608,0.001478303,0.001114425,0.0009055983,0.001201625,0.001289678,0.001821401,0.002722285,0.008808431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001697109,"about_ca_system_score_gemma":0.003499608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00211169,"about_ca_topic_score_gemma":0.00339417,"domain_scores_codex":[0.9912052,0.005274896,0.001313389,0.0007866092,0.0007311382,0.0006887863],"domain_scores_gemma":[0.9775319,0.01081429,0.0009674833,0.002795864,0.006417655,0.001472831],"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":[0.03159648,0.07261532,0.03424874,0.0201663,0.0003890175,0.005422709,0.08565186,0.004888066,0.02736091,0.006542146,0.07741991,0.6336985],"study_design_scores_gemma":[0.03201668,0.09740966,0.1289617,0.010355,0.0007119215,0.002939031,0.09002181,0.01018455,0.04406323,0.015171,0.5665601,0.001605338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1598622,0.0008213421,0.06760345,0.001477556,0.0005254424,0.754974,0.00663092,0.001296072,0.006809098],"genre_scores_gemma":[0.03402158,0.0002767204,0.02164759,0.0004984398,0.00004861044,0.9409365,0.0005465479,0.00007931385,0.001944684],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02330029,"threshold_uncertainty_score":0.1232252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}