{"id":"W4407450167","doi":"10.1109/tpc.2025.3529095","title":"Capturing the Experiences of Simulated Writing for Novice Virtual Reality Users","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Professional Communication","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Virtual reality; Computer science; Human–computer interaction; Technical writing; Multimedia; Professional communication; World Wide Web; Higher education","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":[0.002054435,0.0007819903,0.0004635712,0.0009011663,0.001626169,0.003693743,0.001383506,0.001882212,0.004351264],"category_scores_gemma":[0.0114941,0.0004653468,0.00070542,0.0007576582,0.001357831,0.002883032,0.003142936,0.001537115,0.001255412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007436703,"about_ca_system_score_gemma":0.0004849979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006723621,"about_ca_topic_score_gemma":0.001937662,"domain_scores_codex":[0.997815,0.001384609,0.0001420067,0.0002268032,0.0002426889,0.0001889131],"domain_scores_gemma":[0.9909169,0.006473746,0.0005751107,0.0007828423,0.0004894646,0.0007618972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000683345,0.001191094,0.02316432,0.0009995453,0.00008488764,0.003740373,0.8280649,0.002402649,0.02234205,0.003066304,0.01059134,0.1036692],"study_design_scores_gemma":[0.0002343991,0.004031627,0.05952442,0.0008081303,0.0001887233,0.006762248,0.7505707,0.01611272,0.02211431,0.006187502,0.132956,0.0005093228],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868657,0.0002135178,0.007324511,0.0004010834,0.00003598583,0.00009406352,0.0002428679,0.0002054854,0.004616657],"genre_scores_gemma":[0.9832781,0.0002995417,0.01089124,0.000226715,0.00002655781,0.0002173312,0.0004311305,0.0001130348,0.0045163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004351264,"threshold_uncertainty_score":0.01455641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.043895603099021,"score_gpt":0.3539427631505827,"score_spread":0.3100471600515616,"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."}}