{"id":"W7065523663","doi":"","title":"Digital preservation, archives management, format migration, transformation, at scale, normalization: Paper - iPRES 2012 - Digital Curation Institute, iSchool, Toronto","year":2012,"lang":"en","type":"article","venue":"Phaidra (Universität Wien)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Data curation; Digital curation; Workflow; XML; DSPACE; Process (computing); Digital preservation; Data management; Metadata","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.04393145,0.0008218396,0.001148709,0.01261676,0.0061792,0.02124524,0.004521402,0.001241887,0.0172651],"category_scores_gemma":[0.09043453,0.0009801184,0.001259834,0.03185168,0.005741094,0.01566083,0.009483939,0.002160263,0.009240662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008706033,"about_ca_system_score_gemma":0.0214069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03957631,"about_ca_topic_score_gemma":0.03403856,"domain_scores_codex":[0.9751827,0.008184577,0.003127462,0.003663228,0.008978432,0.0008635996],"domain_scores_gemma":[0.8728992,0.02763948,0.007840356,0.06241291,0.0274066,0.001801405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001822948,0.0001662114,0.01227729,0.001672251,0.0001039556,0.0003603978,0.01520006,0.00198282,0.00525474,0.0803881,0.09799707,0.7844149],"study_design_scores_gemma":[0.00003433423,0.00005392012,0.01127547,0.000925231,0.0001008681,0.0006181273,0.007787835,0.002805942,0.01752987,0.03546177,0.9232519,0.0001546943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.04663731,0.007327873,0.6931784,0.03029041,0.002557812,0.003066409,0.02014813,0.03172919,0.1650644],"genre_scores_gemma":[0.1612221,0.007996001,0.7086073,0.002163106,0.0007850807,0.002140407,0.02114131,0.01443618,0.08150847],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9787548,"threshold_uncertainty_score":0.2323344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00741532515350003,"score_gpt":0.2102408994950161,"score_spread":0.2028255743415161,"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."}}