{"id":"W4306250552","doi":"10.1002/pra2.757","title":"“I'm really happy when sometimes I end up on a shelf that seems sort of right:” Historians' Reactions to the Cataloging and Classification of their Own Work","year":2022,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cataloging; Indigenous; sort; Work (physics); Qualitative research; Cultural heritage; World Wide Web; History; Sociology; Library science; Computer science; Public relations; Data science; Political science; Social science; Information retrieval; Engineering; Archaeology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01091628,0.0003289544,0.0003122417,0.002164259,0.01196968,0.005124247,0.0008263525,0.00168168,0.004338088],"category_scores_gemma":[0.02623736,0.0004321857,0.0002658676,0.001838921,0.01690928,0.00482863,0.003770466,0.003106959,0.0006021113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004016717,"about_ca_system_score_gemma":0.002608848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01961402,"about_ca_topic_score_gemma":0.02687229,"domain_scores_codex":[0.9924436,0.005338416,0.0002534397,0.0003980844,0.00100179,0.0005646349],"domain_scores_gemma":[0.9837729,0.009294173,0.002635811,0.0009432404,0.002078475,0.001275491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000260551,0.000008937482,0.006435386,0.00003432036,0.000003757196,0.0002555555,0.9825426,0.0000207764,0.0004114544,0.002996302,0.00318103,0.004083847],"study_design_scores_gemma":[0.000003093141,0.00001980023,0.002461133,0.00006823257,0.000003823664,0.0002359864,0.9667001,0.0000621004,0.0001989784,0.0004380083,0.0297933,0.00001535034],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9284672,0.001162865,0.005372317,0.01491122,0.0003616164,0.00009919683,0.0000809607,0.0001163817,0.04942822],"genre_scores_gemma":[0.986987,0.0003857251,0.0009822369,0.001805058,0.00006806426,0.00003877567,0.00003628824,0.00006056423,0.009636334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9880303,"threshold_uncertainty_score":0.05773151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02181182178494082,"score_gpt":0.2043519414923104,"score_spread":0.1825401197073696,"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."}}