{"id":"W7133663888","doi":"10.7202/1123762ar","title":"Transforming the Authority of the Archive: Undergraduate Pedagogy and Critical Digital Archives. Andi Gustavson and Charlotte Nunes, eds. Ann Arbor, MI, USA: Lever Press, 2023. vi, 349 pp. 9781643150512","year":2025,"lang":"en","type":"article","venue":"Archivaria","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lever; Higher education; Criticism","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":[],"consensus_categories":[],"category_scores_codex":[0.003593096,0.000944149,0.0006375679,0.002388988,0.001887797,0.009694389,0.001054771,0.003251245,0.01481522],"category_scores_gemma":[0.004875832,0.0005913092,0.0003714049,0.002796745,0.01022688,0.01305953,0.003701716,0.004273582,0.00420233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007257475,"about_ca_system_score_gemma":0.00789325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189017,"about_ca_topic_score_gemma":0.01698728,"domain_scores_codex":[0.9977548,0.001227436,0.0001115718,0.0001734571,0.0005752456,0.0001575603],"domain_scores_gemma":[0.9965357,0.002263549,0.0002367838,0.000163188,0.0003651305,0.0004356438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004134503,0.0000788741,0.0005040356,0.001389566,0.00001402761,0.000190241,0.01660709,0.000367091,0.0003945381,0.16085,0.4214522,0.398111],"study_design_scores_gemma":[0.000009030544,0.00001944103,0.001083858,0.002691237,0.00001266601,0.0002568171,0.009846088,0.0001447884,0.0002328988,0.06255291,0.9231339,0.00001643693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002062681,0.8467249,0.003445018,0.06799743,0.002478302,0.00004674408,0.00005983456,0.0001442108,0.07704091],"genre_scores_gemma":[0.06110192,0.8190569,0.004647469,0.005670263,0.003973672,0.0001343072,0.000119717,0.0001662472,0.1051295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01481522,"threshold_uncertainty_score":0.05265695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046397180759765,"score_gpt":0.2492704210759581,"score_spread":0.2288064492683604,"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."}}