{"id":"W7043154655","doi":"","title":"Sabbatical Report: Summary of Survey Results on Digital Preservation Practices at 148 Institutions","year":2013,"lang":"en","type":"article","venue":"ScholarWorks@UMassAmherst (University of Massachusetts Amherst)","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Plymouth State University; University of Northern British Columbia; Oregon Health and Science University; University of Montana; University of South Carolina; Indiana University-Purdue University Indianapolis; Ohio State University","keywords":"Digital preservation; Staffing; Phone; Presidential system; State (computer science); Survey research","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01858047,0.0005140513,0.0006968374,0.007364688,0.001296335,0.002027164,0.001202898,0.0008785061,0.007528937],"category_scores_gemma":[0.04168684,0.0004219337,0.0005984346,0.00740972,0.0004969538,0.001836587,0.002518649,0.0008022036,0.00490096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001886829,"about_ca_system_score_gemma":0.002185062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004403392,"about_ca_topic_score_gemma":0.005546704,"domain_scores_codex":[0.9886354,0.003801685,0.001928524,0.000705414,0.003939122,0.0009897206],"domain_scores_gemma":[0.9328217,0.01758627,0.01501325,0.003617439,0.02774301,0.003218354],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002727368,0.0004187221,0.823036,0.001034652,0.00009667657,0.0001006047,0.008240078,0.0002511991,0.001000765,0.0002850307,0.05533557,0.109928],"study_design_scores_gemma":[0.00001235867,0.000321505,0.9668258,0.0001754738,0.00002569614,0.00009995633,0.009962763,0.0001968049,0.0005076361,0.00005467062,0.02178425,0.00003306698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9275023,0.001643075,0.002475555,0.002450074,0.0002325464,0.0009643222,0.03227502,0.0007011386,0.03175587],"genre_scores_gemma":[0.9425559,0.002143375,0.004798391,0.00137689,0.0003141867,0.003504055,0.03267485,0.000201838,0.01243057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9814195,"threshold_uncertainty_score":0.0982641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09665565885881773,"score_gpt":0.2411528726703305,"score_spread":0.1444972138115128,"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."}}