{"id":"W4242699973","doi":"10.1515/9783598440212","title":"Networking for Digital Preservation","year":2006,"lang":"en","type":"book","venue":"","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Safeguarding; National heritage; China; Digital preservation; Library science; State (computer science); Cultural heritage; Political science; Geography; World Wide Web; Computer science; Archaeology","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":[0.0000169548,0.0001365839,0.0001162435,0.00005289954,0.0001193823,0.0006731274,0.0001072209,0.0000143106,0.0001163042],"category_scores_gemma":[0.00000134095,0.0001143066,0.0001338921,0.00000319773,0.00007313507,0.0004710436,0.00004122871,0.00004672175,0.0001037319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002443356,"about_ca_system_score_gemma":0.00002174294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005569951,"about_ca_topic_score_gemma":0.00003870574,"domain_scores_codex":[0.9994197,0.000001094645,0.0001619409,0.0001618634,0.0001275667,0.0001277957],"domain_scores_gemma":[0.9997193,0.00007324373,0.00007115228,0.00008062793,0.00003660671,0.00001905895],"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":[0.00000289999,0.0000129469,1.627219e-7,0.00003882387,0.00002367825,4.023898e-7,0.00003784954,0.000005132831,1.269921e-9,0.5080641,0.4849862,0.006827801],"study_design_scores_gemma":[0.00004604753,0.00002521578,0.000004726316,0.00003239464,0.00001099969,7.300175e-8,0.000002585967,0.00003335017,1.393575e-8,0.4423638,0.5573918,0.00008901387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[9.204e-7,0.00001542604,0.0003955251,0.0001520797,0.0008633845,0.000352956,0.0005279704,0.00009496035,0.9975968],"genre_scores_gemma":[0.0005268694,0.000001346358,0.0000208136,0.0002002523,0.01028686,0.00005105099,0.007063855,0.00002712214,0.9818218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07240558,"threshold_uncertainty_score":0.6490983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04288336912552299,"score_gpt":0.1917025777671363,"score_spread":0.1488192086416133,"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."}}