{"id":"W4416323952","doi":"10.1109/ismar-adjunct68609.2025.00103","title":"xrWORKS’25: The 2nd International Workshop on Extended Reality for Knowledge Work","year":2025,"lang":"en","type":"article","venue":"","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Work (physics); Conjunction (astronomy); Virtual reality; Entertainment; Workspace","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":[0.01068047,0.001666635,0.001554299,0.00198385,0.001353217,0.008468326,0.003431456,0.003447861,0.0434216],"category_scores_gemma":[0.006453579,0.0008533798,0.002370127,0.001653261,0.002043893,0.006026911,0.007851316,0.004895382,0.01234193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001897388,"about_ca_system_score_gemma":0.003348811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003007334,"about_ca_topic_score_gemma":0.004189302,"domain_scores_codex":[0.9930217,0.002959356,0.0004011772,0.001019717,0.001749462,0.0008485889],"domain_scores_gemma":[0.9950745,0.001882801,0.0001483952,0.0007157221,0.001090195,0.001088437],"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":[0.0006976201,0.0003825049,0.0005735397,0.001590929,0.0001454367,0.0005948796,0.005031833,0.003317789,0.01020783,0.05304826,0.3721926,0.5522168],"study_design_scores_gemma":[0.00004880988,0.0002591743,0.0008879196,0.0005172661,0.00003700742,0.0002656947,0.0009945035,0.001666853,0.00281591,0.007018937,0.9854332,0.00005474925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02750956,0.1043153,0.5830893,0.02624789,0.0407705,0.00156953,0.003204904,0.006554479,0.2067385],"genre_scores_gemma":[0.1385516,0.0683096,0.3023684,0.004308439,0.01048386,0.00211297,0.01265389,0.004228589,0.4569825],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0434216,"threshold_uncertainty_score":0.1452597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.045042276139707,"score_gpt":0.3513603241810357,"score_spread":0.3063180480413287,"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."}}