{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005724761,0.0002688057,0.0003761391,0.0002839784,0.0006216223,0.0003229612,0.0005662782,0.00007897853,0.0007507893],"category_scores_gemma":[0.0006782523,0.0002786781,0.0002216708,0.0001985931,0.0009874386,0.005052458,0.0003323734,0.0003655403,0.0003227047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001527234,"about_ca_system_score_gemma":0.0001019186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002163109,"about_ca_topic_score_gemma":0.001571237,"domain_scores_codex":[0.9976816,0.0001755991,0.0005116069,0.0005300501,0.0007616811,0.0003394223],"domain_scores_gemma":[0.9970298,0.0006827613,0.001110574,0.0005799097,0.0004075888,0.0001894035],"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":[0.003815971,0.005053653,0.03563404,0.0005638782,0.002099892,0.0004237631,0.0150492,0.001448535,0.0001825442,0.4603347,0.4582451,0.01714868],"study_design_scores_gemma":[0.002856007,0.0008642478,0.3630748,0.0004361066,0.0001994548,0.00001347519,0.006579502,0.0004755033,0.00003382806,0.01049943,0.6141186,0.000849123],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3606934,0.00002834564,0.0001795332,0.004152748,0.0003294366,0.0006115028,0.001428361,0.0001059168,0.6324707],"genre_scores_gemma":[0.9602174,0.00002665299,0.0002851462,0.0000963189,0.00009220757,0.000002913975,0.00179366,0.00002138637,0.03746429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.599524,"threshold_uncertainty_score":0.9999666,"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."}}