{"id":"W7115167523","doi":"10.1080/10598650.2025.2595708","title":"<i>my office photograph</i> as the Mapping Site for a Transformational Museum Experience","year":2025,"lang":"en","type":"article","venue":"Journal of Museum Education","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Ethnography; Transformative learning; Exhibition; Museum education","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":[0.0004201104,0.0002676065,0.0001360533,0.0007520643,0.006200078,0.004501757,0.0005948602,0.001172648,0.06915945],"category_scores_gemma":[0.001153054,0.0001997087,0.0002385445,0.001601807,0.002511035,0.002018807,0.002462564,0.002325119,0.01099857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00417854,"about_ca_system_score_gemma":0.00324499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1226746,"about_ca_topic_score_gemma":0.4230632,"domain_scores_codex":[0.9997113,0.00006676179,0.00000522628,0.00003563808,0.000111078,0.000069936],"domain_scores_gemma":[0.9995193,0.00006635059,0.00003401088,0.0000538645,0.0001251595,0.0002014243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000326006,0.00003723241,0.001215526,0.0001148936,0.000003067517,0.0009703701,0.03928207,0.00007174421,0.001731701,0.01488674,0.910367,0.03128703],"study_design_scores_gemma":[0.000003165942,0.000008952968,0.002621398,0.00007070722,0.000001578691,0.0003770957,0.02093645,0.00002917861,0.0001958081,0.0003706168,0.9753765,0.000008502002],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02580704,0.002306625,0.003034141,0.0527445,0.004675039,0.0002389547,0.001672688,0.0007257773,0.9087952],"genre_scores_gemma":[0.3321628,0.003427609,0.009015166,0.008112705,0.00150998,0.0002706557,0.001061165,0.0009909095,0.6434489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1226746,"threshold_uncertainty_score":0.243921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300397453762716,"score_gpt":0.2699253929358377,"score_spread":0.2469214183982106,"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."}}