{"id":"W4402269200","doi":"10.5860/crl.85.6.853","title":"Moving Beyond “…of its time”: Statements on Harmful Content and Descriptions in Library and Archival Collections","year":2024,"lang":"en","type":"article","venue":"College & Research Libraries","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"LOEWE Zentrum AdRIA; Art Libraries Society of North America","keywords":"Content (measure theory); Computer science; Information retrieval; Content analysis; World Wide Web; Sociology; Mathematics; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001384687,0.0001163234,0.0001530448,0.0008108812,0.0005025936,0.001216605,0.000119386,0.00001021628,0.000398632],"category_scores_gemma":[0.00003479979,0.00009874491,0.00003447299,0.0002675997,0.0007326463,0.003519539,0.0002923187,0.0002261296,0.00002674354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001155842,"about_ca_system_score_gemma":0.0001144971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001446429,"about_ca_topic_score_gemma":0.00001166576,"domain_scores_codex":[0.9988281,0.0001107494,0.0002338452,0.0002677801,0.0002922637,0.0002673203],"domain_scores_gemma":[0.9991719,0.000592029,0.00001811062,0.00008984078,0.00002339206,0.0001047833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001081299,0.0001509732,0.00006373966,0.0002533226,0.00006535845,0.00006474802,0.003248725,0.000002257123,0.00007521227,0.9713804,0.02187704,0.002710119],"study_design_scores_gemma":[0.0006209569,0.0008640411,0.00927244,0.0007529438,0.00001709832,0.000006570134,0.005778828,0.002416683,0.0004716639,0.4993055,0.4802337,0.0002596297],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2152544,0.001027807,0.000004369512,0.003574074,0.0001481967,0.0005846849,0.001520552,0.00008354261,0.7778023],"genre_scores_gemma":[0.8387058,0.0005533994,0.00008266554,0.0001091044,0.00009844358,0.000106729,0.00007453765,0.00002166546,0.1602476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6234514,"threshold_uncertainty_score":0.9998202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178552541937614,"score_gpt":0.2904830484603829,"score_spread":0.1726277942666215,"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."}}