{"id":"W2617357242","doi":"10.16995/dm.45","title":"Consultation of manuscripts online: a qualitative study of three potential user categories","year":2013,"lang":"en","type":"article","venue":"Digital Medievalist","topic":"Libraries, Manuscripts, and Books","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus group; Reading (process); Computer science; World Wide Web; Focus (optics); Space (punctuation); Library science; Sociology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.03996265,0.0008244767,0.001576734,0.002964317,0.01796106,0.008775529,0.003106188,0.004215554,0.004225678],"category_scores_gemma":[0.05580017,0.00109014,0.0007122706,0.003208716,0.01324862,0.009536128,0.008562556,0.005326591,0.0009449678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008177995,"about_ca_system_score_gemma":0.007180226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009048468,"about_ca_topic_score_gemma":0.01011535,"domain_scores_codex":[0.9630169,0.02971181,0.0009759461,0.001441034,0.001899329,0.002954991],"domain_scores_gemma":[0.9133376,0.07077438,0.002989381,0.001319215,0.005913753,0.005665679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002134622,0.0000274433,0.0009149844,0.00006197279,0.000001614747,0.0003195699,0.9966402,0.00001012076,0.0002468075,0.0003973973,0.0002109573,0.001147466],"study_design_scores_gemma":[0.000003311795,0.00002936091,0.0003579048,0.00005593902,0.000001298305,0.00007846222,0.9960615,0.00003709691,0.00007746392,0.000125575,0.003164107,0.000007887745],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98694,0.0005964742,0.002706933,0.003735238,0.00008685012,0.0004700808,0.0001777503,0.00003405442,0.005252642],"genre_scores_gemma":[0.9903378,0.0007461426,0.001653932,0.002146153,0.00004061563,0.0009235475,0.00009726899,0.00006360401,0.003990886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9912245,"threshold_uncertainty_score":0.2113452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1712825895079674,"score_gpt":0.2639890969519439,"score_spread":0.09270650744397652,"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."}}