{"id":"W4288060320","doi":"10.18357/kula.244","title":"Metadata as Knowledge","year":2022,"lang":"en","type":"article","venue":"KULA knowledge creation dissemination and preservation studies","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Dalhousie University","funders":"","keywords":"Metadata; Computer science; World Wide Web; Meta Data Services; Metadata repository; Database catalog; Geospatial metadata; Information retrieval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003011772,0.0007995737,0.0006164599,0.004289865,0.004955897,0.01662131,0.001474374,0.004085791,0.02272936],"category_scores_gemma":[0.008244211,0.0003871503,0.000681767,0.005734794,0.02010375,0.02482307,0.006142495,0.005988851,0.005552605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00588821,"about_ca_system_score_gemma":0.005504678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007058473,"about_ca_topic_score_gemma":0.007390638,"domain_scores_codex":[0.9961676,0.001824886,0.0002307551,0.0004569684,0.001061794,0.0002580168],"domain_scores_gemma":[0.9940193,0.003573128,0.0003657969,0.0007714068,0.0007953828,0.0004750413],"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":[0.000004345734,0.000006497971,0.00008921781,0.000118406,0.000003598627,0.00003344972,0.002846743,0.00006054329,0.00005415841,0.8912233,0.08250663,0.02305307],"study_design_scores_gemma":[0.000001312647,0.000003688429,0.00007807596,0.0003154735,0.000002316069,0.00007349717,0.0008202206,0.00004804734,0.0000395221,0.1090005,0.8896121,0.000005378319],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001869338,0.168707,0.0276502,0.1824716,0.01863211,0.000111778,0.0004964315,0.0004001756,0.5996614],"genre_scores_gemma":[0.1832204,0.2399723,0.03160676,0.08125988,0.04365108,0.0005844079,0.001157154,0.000934169,0.4176138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9833787,"threshold_uncertainty_score":0.07603729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08735137293256208,"score_gpt":0.3416463434590331,"score_spread":0.254294970526471,"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."}}