{"id":"W4414475700","doi":"10.1111/jade.12613","title":"A Critical Analysis of Immersive Environments: A Methodology for Museum Education","year":2025,"lang":"en","type":"article","venue":"International Journal of Art & Design Education","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Museology; Rubric; Virtual reality; Immersive technology; Museum informatics; Instructional simulation; Museum education; Modalities","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03820973,0.0013529,0.0007633647,0.01115672,0.005979157,0.009339261,0.002523795,0.001266894,0.003964638],"category_scores_gemma":[0.04220105,0.0007005899,0.001077134,0.006279006,0.02209117,0.007317279,0.007982461,0.002846994,0.0005315826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008177198,"about_ca_system_score_gemma":0.008838674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00328652,"about_ca_topic_score_gemma":0.004327923,"domain_scores_codex":[0.9636199,0.03138201,0.001063798,0.001074903,0.002272539,0.0005867882],"domain_scores_gemma":[0.9408236,0.04717649,0.002045932,0.003600789,0.005621333,0.0007318752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005735787,0.00009794717,0.001094688,0.0008972662,0.00002379925,0.0006427267,0.5848883,0.0008166543,0.002535859,0.3150199,0.005319634,0.08860576],"study_design_scores_gemma":[0.00005785485,0.0001740794,0.00228629,0.003287712,0.00004340887,0.000748171,0.5672903,0.003833013,0.005313568,0.1912357,0.2256234,0.0001064799],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08399542,0.002343173,0.8234329,0.006785922,0.0006857357,0.00968043,0.0005475704,0.0004862673,0.07204266],"genre_scores_gemma":[0.3213869,0.001197674,0.6570818,0.0006567785,0.00008987351,0.01016757,0.0002180608,0.000220703,0.008980579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03820973,"threshold_uncertainty_score":0.2020748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07662936427418843,"score_gpt":0.382479658912007,"score_spread":0.3058502946378185,"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."}}