{"id":"W4389102237","doi":"10.1080/00393541.2023.2255083","title":"Museum Education Through Social Media","year":2023,"lang":"en","type":"article","venue":"Studies in Art Education","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Social media; Museum education; Sociology; Focus group; Museum informatics; Pedagogy; Public relations; Media studies; Visual arts; Museology; Political science; Art","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":[0.001814484,0.0002442799,0.0001569863,0.001357403,0.003627906,0.005456686,0.0005796081,0.0007873857,0.01542256],"category_scores_gemma":[0.003097875,0.0001671251,0.0003542607,0.000742579,0.003398116,0.005211812,0.006819393,0.001112643,0.001252042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482826,"about_ca_system_score_gemma":0.002403547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002965927,"about_ca_topic_score_gemma":0.009108109,"domain_scores_codex":[0.9985003,0.0009532118,0.0000444793,0.00007269184,0.0001630438,0.0002662306],"domain_scores_gemma":[0.9976891,0.001205936,0.0002154361,0.0001598831,0.000108278,0.0006214309],"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":[0.00009210907,0.0007645456,0.02731719,0.001399902,0.00004983499,0.002136748,0.3302661,0.0003361847,0.002178518,0.08826636,0.05682974,0.4903629],"study_design_scores_gemma":[0.00003471877,0.0002468683,0.01447763,0.001319753,0.00003041902,0.0008966292,0.2164025,0.0002151793,0.0008845646,0.0101107,0.755352,0.00002899648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4656478,0.00559377,0.004009774,0.02449039,0.000451443,0.0002142503,0.0001993157,0.0002781931,0.499115],"genre_scores_gemma":[0.9578261,0.003381089,0.002623986,0.001612926,0.0001478575,0.000111488,0.00005397372,0.00003492677,0.03420768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01542256,"threshold_uncertainty_score":0.0515936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1461519781589057,"score_gpt":0.3681497063698986,"score_spread":0.2219977282109929,"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."}}