{"id":"W1964419532","doi":"10.1108/10650750210439340","title":"Implementation of Dublin Core at the University of Alberta Libraries","year":2002,"lang":"en","type":"article","venue":"OCLC Systems & Services","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Metadata; Computer science; Controlled vocabulary; World Wide Web; Digital collections; Metadata repository; Digital library; Vocabulary; Meta Data Services; Core (optical fiber); Data element; Folklore; Set (abstract data type); Database catalog; Information retrieval; Library science; History; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006416109,0.00007608107,0.0001753874,0.00002206641,0.0003167842,0.00006824255,0.0002089844,0.00002170238,0.009490808],"category_scores_gemma":[0.000001991053,0.00004960022,0.00005038613,0.00003805343,0.0002131015,0.0001938937,0.0001626488,0.00002422788,0.0001256249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001724469,"about_ca_system_score_gemma":0.000003931631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03622031,"about_ca_topic_score_gemma":0.05044003,"domain_scores_codex":[0.9994521,0.00004108002,0.0001589281,0.0001024944,0.0001441254,0.0001013262],"domain_scores_gemma":[0.9994246,0.0001272511,0.00021514,0.0001313278,0.00008451756,0.00001712137],"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":[0.00002961249,0.00007528609,0.02558547,0.0006447567,0.0002375006,0.00000313893,0.2019157,0.00001801173,0.00007789289,0.7386184,0.0322016,0.000592586],"study_design_scores_gemma":[0.0002816828,0.00007339074,0.003832193,0.00004621122,0.00005346335,5.09299e-7,0.1860719,0.0001123572,0.00004317869,0.0000632737,0.8093479,0.00007385614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922979,0.001394379,3.336513e-7,0.0005234716,0.000305967,0.0002181812,0.00007301634,0.00001991092,0.1051669],"genre_scores_gemma":[0.9827072,0.00004467883,0.000002737767,0.00006583175,0.00007520537,0.000001477406,0.000009815109,0.000003978127,0.01708909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7771463,"threshold_uncertainty_score":0.9914147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08917046741815314,"score_gpt":0.2111492092336055,"score_spread":0.1219787418154524,"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."}}