{"id":"W4387025308","doi":"10.18438/eblip30372","title":"Insufficient Understanding of User Benefits Impedes Open Data Initiatives at Museums","year":2023,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Documentation; Agency (philosophy); Cultural heritage; Government (linguistics); Funding Agency; Public relations; Subject (documents); Environmental resource management; Library science; Sociology; World Wide Web; Knowledge management; Political science; Computer science; Geography; Social science; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.09981517,0.0004910153,0.0007506161,0.006187994,0.01046055,0.02671932,0.003643701,0.003972009,0.01019876],"category_scores_gemma":[0.2041139,0.001417508,0.001584823,0.005569241,0.01184159,0.03997937,0.01795528,0.005872369,0.00222121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01257661,"about_ca_system_score_gemma":0.02850672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01850864,"about_ca_topic_score_gemma":0.0280437,"domain_scores_codex":[0.9078774,0.05440879,0.006879813,0.004398721,0.02171515,0.0047201],"domain_scores_gemma":[0.6216431,0.2874073,0.01696078,0.02189064,0.0391471,0.01295098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001828351,0.0001967963,0.06208233,0.005415665,0.0001006479,0.001449597,0.5444089,0.0002272651,0.001705055,0.03556285,0.02356433,0.3251038],"study_design_scores_gemma":[0.00003901479,0.0001447238,0.03296706,0.005963464,0.00010444,0.001169233,0.5689898,0.0005718039,0.0008582206,0.01416658,0.3748809,0.0001447257],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.652303,0.02385492,0.01941784,0.1293432,0.0007286072,0.0005453233,0.0005549827,0.0008190256,0.1724331],"genre_scores_gemma":[0.9709467,0.005232302,0.008205068,0.007023436,0.0002138085,0.0002901272,0.0001984312,0.0003720794,0.007518003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9963563,"threshold_uncertainty_score":0.5278794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1854457402786811,"score_gpt":0.3117486149539901,"score_spread":0.126302874675309,"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."}}