{"id":"W3111442747","doi":"10.14705/rpnet.2020.48.1199","title":"An exploratory analysis of the impact of learners’ first language on vocabulary recall using immersive technologies","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Headset; Vocabulary; Immersion (mathematics); Computer science; Exploratory research; Recall; Exploratory analysis; Virtual reality; Multimedia; Human–computer interaction; Psychology; Linguistics; Cognitive psychology; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003232171,0.0007370653,0.001032742,0.001310238,0.0007087816,0.001678159,0.001091757,0.0004506626,0.007130457],"category_scores_gemma":[0.01705454,0.0002184382,0.001010983,0.001136815,0.0007720617,0.001325218,0.001736153,0.001419799,0.0008060325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005899503,"about_ca_system_score_gemma":0.0009444611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112714,"about_ca_topic_score_gemma":0.002764818,"domain_scores_codex":[0.9973021,0.001037545,0.0001961244,0.0003031884,0.0008466247,0.0003143674],"domain_scores_gemma":[0.9620176,0.03317356,0.00127166,0.001070226,0.001882227,0.0005846213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01531923,0.01171546,0.4011237,0.003416296,0.001141553,0.001809303,0.1400922,0.002249413,0.07880856,0.001491241,0.00397383,0.3388592],"study_design_scores_gemma":[0.0002335741,0.02886541,0.8862835,0.0002273427,0.0007037335,0.0003834355,0.03782599,0.001514109,0.03679454,0.0007577491,0.006297496,0.0001131727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962326,0.00009777184,0.0005889816,0.00002928395,0.000007461091,0.0001953374,0.0003754353,0.00002957799,0.002443454],"genre_scores_gemma":[0.9896252,0.0001887577,0.001994711,0.00004728065,0.00001302761,0.00124003,0.0006537373,0.00005363151,0.006183661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007130457,"threshold_uncertainty_score":0.02385372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04702584131310573,"score_gpt":0.3022244994979527,"score_spread":0.255198658184847,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}