{"id":"W6963680884","doi":"10.20870/ijvr.2025.1.1.9362","title":"Laval Virtual Doctoral Consortium Proceedings","year":2025,"lang":"en","type":"article","venue":"International Journal of Virtual Reality","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virtual reality; Virtual world","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007671226,0.0007992964,0.0006005441,0.00190681,0.003521766,0.01010098,0.001503912,0.002137174,0.1681228],"category_scores_gemma":[0.0100005,0.0003220731,0.0007158366,0.000978056,0.000975964,0.00164887,0.006494115,0.002049363,0.05928943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00531212,"about_ca_system_score_gemma":0.01614522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01664243,"about_ca_topic_score_gemma":0.02362165,"domain_scores_codex":[0.9951108,0.000955017,0.0001744829,0.0004646865,0.002692587,0.0006024233],"domain_scores_gemma":[0.9891754,0.0005873673,0.0002361566,0.0005149346,0.005236947,0.00424921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001161122,0.00006452837,0.000324606,0.0001031425,0.00000890013,0.0001663914,0.0002906136,0.0002027436,0.0005515818,0.009052319,0.9292504,0.05986875],"study_design_scores_gemma":[0.00000667383,0.00001986787,0.0004331537,0.00004246433,0.000001603348,0.00005393837,0.0001375315,0.00007523656,0.0001726369,0.0004640117,0.9985856,0.00000729184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01547556,0.0325962,0.008145003,0.09221002,0.1000075,0.0007843067,0.01079608,0.003079455,0.7369058],"genre_scores_gemma":[0.03456018,0.005133694,0.004226037,0.002269696,0.006487366,0.000261758,0.003941664,0.0008191743,0.9423004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1681228,"threshold_uncertainty_score":0.5624267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02936960928959,"score_gpt":0.334441876262336,"score_spread":0.305072266972746,"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."}}