{"id":"W7133900274","doi":"10.7202/1123757ar","title":"“Should We Just Burn It All Down?”","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":"Slowness; Scholarship; Praxis; Pace; Best practice; Bridge (graph theory)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005556475,0.0001326663,0.0001224547,0.000130187,0.0001990037,0.0002439729,0.0002469848,0.000007305699,0.0009740373],"category_scores_gemma":[0.000009172321,0.0001075958,0.0000969823,0.00003095013,0.0001780762,0.0001801363,0.0001498308,0.0001171718,0.000643631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001052767,"about_ca_system_score_gemma":0.00002138653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001014813,"about_ca_topic_score_gemma":0.00003270622,"domain_scores_codex":[0.9992045,0.00002203772,0.0001835146,0.0002162613,0.0001447989,0.0002288973],"domain_scores_gemma":[0.9995933,0.0001147348,0.00003109423,0.0001910592,0.00001530461,0.00005457442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001778686,0.0001121212,0.000007792592,0.00004114349,0.0001080989,0.00001028844,0.003016429,0.000008276086,0.000009529554,0.8713673,0.1122634,0.01303778],"study_design_scores_gemma":[0.0001179312,0.00002140434,0.0007660187,0.00003099637,0.00002127164,4.801374e-7,0.0001770249,0.00005478039,0.000004755912,0.4681872,0.5305462,0.00007193438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0004835784,0.00002342833,0.0004271029,0.02330185,0.0005509041,0.0001441948,0.00008332267,0.00009463048,0.974891],"genre_scores_gemma":[0.8569978,0.00003618311,0.0001790343,0.005574692,0.0002924423,0.00002830215,0.0001015172,0.000009438954,0.1367806],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8565142,"threshold_uncertainty_score":0.9999392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07451656567357312,"score_gpt":0.2628866112333526,"score_spread":0.1883700455597794,"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."}}