{"id":"W4410905778","doi":"10.1080/07317131.2025.2512287","title":"Digital preservation coalition","year":2025,"lang":"en","type":"article","venue":"Technical Services Quarterly","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Computer science; Internet privacy; Political science; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003772189,0.00009747201,0.00009272443,0.00007877398,0.0001365812,0.00053248,0.0002262457,0.00001424081,0.0001611533],"category_scores_gemma":[0.000001507681,0.0000829711,0.00006417421,0.00005134252,0.00009124527,0.0011456,0.00003388429,0.0000657682,0.0002333319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001639672,"about_ca_system_score_gemma":0.000008354777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005794473,"about_ca_topic_score_gemma":0.0001376608,"domain_scores_codex":[0.9993333,0.00000830839,0.0001990656,0.0001764629,0.0001445601,0.0001383022],"domain_scores_gemma":[0.9996871,0.00004573711,0.00004031271,0.0001549993,0.00003970992,0.00003215175],"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":[0.00001695267,0.0001354872,0.00002515019,0.0000917731,0.00001849126,0.000001403703,0.0004170883,8.624003e-7,0.00001188382,0.9187753,0.002860729,0.07764494],"study_design_scores_gemma":[0.0001651596,0.0001820973,0.006139023,0.00007394183,0.00001406077,4.359142e-7,0.0004317451,0.0001203974,0.000005087832,0.4221378,0.5706222,0.000108008],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01779167,0.00001267818,0.0008601202,0.002154505,0.0001611706,0.0001880236,0.00008250714,0.0003515149,0.9783978],"genre_scores_gemma":[0.97612,0.000001071875,0.00004059643,0.0009831518,0.0001312902,0.00004532553,0.000294749,0.000005823345,0.02237801],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9583283,"threshold_uncertainty_score":0.5134717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170172536777239,"score_gpt":0.2133244606037897,"score_spread":0.2016227352360173,"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."}}