{"id":"W2086767330","doi":"10.6017/ital.v31i1.1861","title":"Batch Ingesting into EPrints Digital Repository Software","year":2008,"lang":"en","type":"article","venue":"Information Technology and Libraries","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Metadata; Perl; Scripting language; Workflow; Software; World Wide Web; Database; Software engineering; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003802853,0.00007909149,0.0001128616,0.0007341963,0.0006783291,0.000807675,0.0005411435,0.0000943297,0.00002240959],"category_scores_gemma":[0.003569242,0.00006282149,0.00002066176,0.0009721527,0.0004876526,0.00517568,0.0007956588,0.000122653,0.0002415545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007258559,"about_ca_system_score_gemma":0.00004109325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004996527,"about_ca_topic_score_gemma":3.937507e-7,"domain_scores_codex":[0.9988357,0.00001404217,0.0004582528,0.0002045922,0.00035223,0.0001351487],"domain_scores_gemma":[0.998894,0.0002813195,0.0001894441,0.000495526,0.00009997393,0.0000397679],"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":[0.0000106134,0.00001224489,0.2404831,0.000008900769,0.000008823878,0.000008451383,0.002746269,0.00003666216,0.00000366027,0.03405472,0.02308925,0.6995373],"study_design_scores_gemma":[0.0004158497,0.0000747185,0.09009396,0.00003995786,0.000005215998,0.0002892001,0.008507832,0.002825589,0.00169272,0.3036978,0.5920128,0.0003443794],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8951867,0.000114747,0.08745544,0.001775242,0.0005672049,0.0001090911,0.000006890017,0.0007505233,0.01403413],"genre_scores_gemma":[0.9868636,0.000003907209,0.01165625,0.0001553506,0.00001820894,0.000004951813,0.00001107117,0.000002066419,0.001284599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6991929,"threshold_uncertainty_score":0.7788429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03717835301458892,"score_gpt":0.2678446070216725,"score_spread":0.2306662540070836,"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."}}