{"id":"W4413020702","doi":"10.1515/pdtc-2025-0044","title":"Editorial: Bridging Innovation and Heritage in Digital Preservation","year":2025,"lang":"en","type":"article","venue":"Preservation Digital Technology & Culture","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridging (networking); Digital preservation; Computer science; World Wide Web; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.00006376576,0.0001677725,0.0001556036,0.0005561042,0.0001541143,0.001014874,0.0002246487,0.00007681844,0.00001363101],"category_scores_gemma":[0.0002721104,0.0001538299,0.00002894329,0.0005466865,0.0002498775,0.005531098,0.0002398357,0.0002222628,0.00001469604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003721805,"about_ca_system_score_gemma":0.00002121447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001110916,"about_ca_topic_score_gemma":0.00002734663,"domain_scores_codex":[0.9989329,0.000004869498,0.0003572163,0.0003140545,0.0001931817,0.0001977529],"domain_scores_gemma":[0.9994563,0.00003297038,0.0001002786,0.0001719198,0.0002206643,0.0000178441],"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":[0.00002134542,0.0001149234,0.004872238,0.00005596787,0.00003172372,0.000001608332,0.0006899409,0.00001012837,0.00003697463,0.923138,0.04872698,0.02230018],"study_design_scores_gemma":[0.0003008803,0.00003807596,0.003118836,0.0000749411,0.000004500372,5.150141e-7,0.0005495058,0.000157594,0.00002617361,0.4587041,0.5369025,0.0001223904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4185289,0.00009890347,0.0005451267,0.00773516,0.004242238,0.0006802622,0.0002160928,0.0006023435,0.567351],"genre_scores_gemma":[0.9770306,0.00001023964,0.00004261547,0.0002637467,0.001718876,0.00009299224,0.0005530484,0.00001142726,0.02027648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5585017,"threshold_uncertainty_score":0.9786454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511196255017015,"score_gpt":0.2208555458803397,"score_spread":0.2057435833301696,"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."}}