{"id":"W4399083489","doi":"10.1080/09588221.2024.2350415","title":"The agency development of teachers of an additional language via immersive VR telecollaboration","year":2024,"lang":"en","type":"article","venue":"Computer Assisted Language Learning","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Agency (philosophy); Computer-mediated communication; Multimedia; Mathematics education; Pedagogy; Psychology; World Wide Web; Sociology; The Internet","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":[0.001792368,0.0002741019,0.0001887129,0.0003910935,0.001499521,0.002369779,0.0005202506,0.0005786369,0.002778695],"category_scores_gemma":[0.00640709,0.0002397399,0.0003351935,0.0001526686,0.001583454,0.001423261,0.002864895,0.0006465939,0.0005294154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005888183,"about_ca_system_score_gemma":0.00103965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238872,"about_ca_topic_score_gemma":0.00306901,"domain_scores_codex":[0.9962544,0.002658542,0.00009062455,0.0002675182,0.0003927654,0.0003361329],"domain_scores_gemma":[0.9972715,0.001298339,0.0005141398,0.000247356,0.0002571571,0.0004115045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003093234,0.001072478,0.03313638,0.0005854644,0.0000349966,0.00374445,0.6965232,0.000527941,0.04964612,0.00472024,0.003226473,0.2064729],"study_design_scores_gemma":[0.0001455219,0.002648077,0.06828712,0.0004367409,0.0000928807,0.006970323,0.731447,0.002486073,0.01719735,0.001993467,0.1681649,0.0001304636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761351,0.0002497626,0.007476175,0.000556659,0.0000238668,0.00009876487,0.00001379914,0.00008632049,0.01535953],"genre_scores_gemma":[0.990723,0.0002008144,0.004723205,0.00006866156,0.000008428173,0.00007474475,0.00001063227,0.00001706153,0.00417348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002778695,"threshold_uncertainty_score":0.009479105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028801719524763,"score_gpt":0.276734540721783,"score_spread":0.2664465235265354,"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."}}