{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003065807,0.0001552956,0.0001749782,0.0002271545,0.00129664,0.0002935673,0.000151722,0.000007712804,0.0008838631],"category_scores_gemma":[0.0001587108,0.0001444283,0.00005570186,0.0001332472,0.0001996049,0.001030521,0.0003627047,0.00009013854,0.00008282268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005794412,"about_ca_system_score_gemma":0.00002295064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001483572,"about_ca_topic_score_gemma":0.00006936167,"domain_scores_codex":[0.9989445,0.0001156272,0.0002815511,0.0002837074,0.000236064,0.0001385729],"domain_scores_gemma":[0.9990393,0.0003798444,0.0001137368,0.00014535,0.0002706397,0.00005111265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002222165,0.000235143,0.0001098189,0.00007231856,0.0001293341,6.859607e-7,0.07637372,0.00000757455,0.00001392045,0.8529771,0.04411709,0.02594111],"study_design_scores_gemma":[0.0002228026,0.00007879893,0.005113011,0.00002675211,0.00005596294,0.00000224885,0.01394475,0.0004628291,0.00003646067,0.04498876,0.9348887,0.0001789563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.037813,0.002793349,0.00008716508,0.002289177,0.0004715486,0.0003469346,0.000110831,0.0001281922,0.9559598],"genre_scores_gemma":[0.5993947,0.0001577628,0.00002092384,0.00009176153,0.0001425275,0.0002881183,0.0004707917,0.00001025169,0.3994231],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8907716,"threshold_uncertainty_score":0.9972839,"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."}}