{"id":"W7014196094","doi":"","title":"An ontology-based model for preservation workflows: Paper - iPRES 2012 - Digital Curation Institute, iSchool, Toronto","year":2012,"lang":"en","type":"article","venue":"Phaidra (Universität Wien)","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Data curation; Digital curation; Digital preservation; The Internet","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00005147979,0.0001564029,0.0001243697,0.00006635368,0.0004023355,0.0002572124,0.0002099621,0.00002342606,0.0004010375],"category_scores_gemma":[0.000007536734,0.0001536406,0.00009572946,0.00002406529,0.0001431839,0.883008,0.00003863903,0.00004976687,0.0000527032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008084667,"about_ca_system_score_gemma":0.00003124486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001148918,"about_ca_topic_score_gemma":0.001907801,"domain_scores_codex":[0.9991783,0.00001248617,0.0001310092,0.0002092971,0.0001716382,0.0002971957],"domain_scores_gemma":[0.9995027,0.000035417,0.00007361052,0.0001800481,0.00007106798,0.0001371152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001420069,0.0004046413,0.00000254258,0.00002686415,0.00005123235,7.876276e-7,0.003808832,0.002178842,0.00001306543,0.985983,0.0003655495,0.007022673],"study_design_scores_gemma":[0.0006682118,0.0001482933,0.00005573358,0.00002007147,0.00006141909,4.962407e-7,0.0008099159,0.07128026,4.485335e-7,0.6457664,0.2809255,0.0002633039],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001998434,0.00008680816,0.7880505,0.0007054421,0.0004003872,0.0003669144,0.0002531623,0.000123315,0.208015],"genre_scores_gemma":[0.9820749,0.000004526908,0.0008799434,0.0004829517,0.000489907,0.00003408288,0.0009578284,0.00001567446,0.01506024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9800764,"threshold_uncertainty_score":0.6265282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05110362620416296,"score_gpt":0.2362495243151477,"score_spread":0.1851458981109848,"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."}}