{"id":"W1900735557","doi":"10.5860/rusq.54n4.29","title":"Reflections on Archival User Studies","year":2015,"lang":"en","type":"article","venue":"Reference & User Services Quarterly","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Council of Learned Societies","keywords":"Focus (optics); TRACE (psycholinguistics); Archival science; World Wide Web; Computer science; Library science","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":[0.110653,0.0007081871,0.0008908067,0.008459819,0.03098764,0.02312442,0.003606246,0.004000738,0.008151821],"category_scores_gemma":[0.09712027,0.0009042718,0.0007146496,0.01214308,0.04360474,0.01879008,0.01486429,0.009175516,0.0007962768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04464019,"about_ca_system_score_gemma":0.03412898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.299251,"about_ca_topic_score_gemma":0.345642,"domain_scores_codex":[0.8980889,0.07269571,0.002787515,0.002647022,0.01698959,0.006791323],"domain_scores_gemma":[0.7501701,0.1822258,0.004655879,0.01141405,0.04321899,0.008315206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004878518,0.00002849954,0.002940222,0.0002159636,0.000007591456,0.0002748764,0.9365947,0.00003188362,0.0002789999,0.03319186,0.006852818,0.01953391],"study_design_scores_gemma":[0.000004274472,0.00002548222,0.001928079,0.0005864453,0.000008745157,0.0002092093,0.8127519,0.00004147205,0.000315881,0.002761752,0.1813323,0.00003436937],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.51956,0.04538768,0.01161663,0.1928621,0.002273591,0.0002868572,0.0005997514,0.0003456653,0.2270677],"genre_scores_gemma":[0.9421348,0.01612737,0.004327032,0.01549859,0.0006116583,0.0001850926,0.000104555,0.0003007081,0.02071019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.299251,"threshold_uncertainty_score":0.5950184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1675686287943278,"score_gpt":0.3278841367115166,"score_spread":0.1603155079171888,"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."}}