{"id":"W6999437009","doi":"","title":"Curating the Specificity of Metadata while World Models Evolve: Paper - iPRES 2012 - Digital Curation Institute, iSchool, Toronto","year":2012,"lang":"en","type":"article","venue":"Phaidra (Universität Wien)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metadata; Ontology; Ranking (information retrieval); Semantic Web; Digital curation; Digital library; RDF","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":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0135639,0.0005804587,0.001074963,0.002443758,0.003073061,0.01120594,0.00166919,0.002016425,0.002499153],"category_scores_gemma":[0.0555464,0.001040062,0.001139359,0.004486048,0.004846817,0.0115578,0.007991937,0.002884975,0.0007587781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005114908,"about_ca_system_score_gemma":0.007071502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04593362,"about_ca_topic_score_gemma":0.09641501,"domain_scores_codex":[0.9888098,0.004773838,0.0008741811,0.002084019,0.002937308,0.0005209068],"domain_scores_gemma":[0.9501752,0.02308915,0.00300979,0.01695343,0.006155484,0.0006169648],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000170898,0.0001292533,0.02913415,0.001055,0.000193958,0.001587709,0.05423079,0.03322884,0.02011069,0.1783832,0.02651545,0.6552601],"study_design_scores_gemma":[0.00004054645,0.0001029087,0.03794306,0.001110153,0.0003420027,0.001772276,0.02341872,0.1684096,0.0623221,0.1843656,0.5198369,0.0003361131],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09660128,0.003065828,0.8593081,0.01201145,0.0002276747,0.0003925202,0.0008634993,0.002822959,0.02470664],"genre_scores_gemma":[0.4450705,0.003471374,0.5334144,0.001055406,0.0001895596,0.000163946,0.003181122,0.001894402,0.01155922],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9887941,"threshold_uncertainty_score":0.0913325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1185206534289685,"score_gpt":0.3074100355661702,"score_spread":0.1888893821372017,"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."}}