{"id":"W4416402720","doi":"10.1109/ismar-adjunct68609.2025.00223","title":"Region-Guided Interactive Docent for Paintings in Mixed Reality","year":2025,"lang":"","type":"article","venue":"","topic":"Multimodal Machine Learning Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"Interface","keywords":"Painting; Mixed reality; Cursor (databases); Visitor pattern; Augmented reality; Virtual reality","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":[0.0004467744,0.00112917,0.0005211445,0.000550673,0.0005252761,0.001335833,0.001408209,0.001184102,0.0120947],"category_scores_gemma":[0.00150635,0.0004192219,0.001209241,0.0002320069,0.0005578806,0.001274297,0.002292009,0.0008651653,0.00198682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004157648,"about_ca_system_score_gemma":0.0003696228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003053002,"about_ca_topic_score_gemma":0.00824845,"domain_scores_codex":[0.9996314,0.0001071122,0.00001185367,0.00009471551,0.00009862935,0.0000562571],"domain_scores_gemma":[0.999598,0.0001989352,0.00002140239,0.0000941046,0.00003828925,0.00004932255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002393093,0.0006812158,0.003370967,0.001588812,0.0004112726,0.003796963,0.01142565,0.06216672,0.2848061,0.02988418,0.03587637,0.5635986],"study_design_scores_gemma":[0.0003617685,0.0007163717,0.005052974,0.0002016686,0.0003190283,0.003614002,0.002224256,0.6569188,0.1319922,0.01815431,0.1800489,0.0003956245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05684606,0.0007393348,0.8969104,0.0003615148,0.00009370878,0.0001951186,0.0006417235,0.03159883,0.01261336],"genre_scores_gemma":[0.4650495,0.0004320245,0.5199245,0.000423716,0.00005628938,0.0002307982,0.0009907016,0.001245055,0.01164746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0120947,"threshold_uncertainty_score":0.04046082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03880225086164991,"score_gpt":0.3627388482090029,"score_spread":0.323936597347353,"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."}}