{"id":"W142560446","doi":"10.4018/978-1-59904-879-6.ch027","title":"Metadata and Metaphors in Visual Interfaces to Digital Libraries","year":2009,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Video Analysis and Summarization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Metadata; Computer science; Digital library; Information retrieval; Interface (matter); World Wide Web; Visualization; User interface; Key (lock); Information visualization; Human–computer interaction; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001105006,0.0003260573,0.0005102984,0.000211283,0.00005282988,0.001853955,0.0007219915,0.0001757778,0.000004742873],"category_scores_gemma":[0.00002943288,0.000294362,0.000103814,0.00007527187,0.00004937985,0.001028685,0.0006818548,0.0001460269,0.00003170943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005797216,"about_ca_system_score_gemma":0.00009132315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004109743,"about_ca_topic_score_gemma":0.0001926453,"domain_scores_codex":[0.9983568,0.00001753823,0.0004104843,0.0006476124,0.0003332333,0.0002343988],"domain_scores_gemma":[0.9991916,0.00002856714,0.0001255053,0.0004542722,0.00004714713,0.0001529362],"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":[0.000008122962,0.000007237407,0.00005479353,0.000005034478,0.00006263831,0.00002905617,0.00009681802,0.000008685887,0.000004574369,0.8750456,0.0004240873,0.1242534],"study_design_scores_gemma":[0.0003657587,0.0003965272,0.0004373426,0.0002616795,0.0001282085,0.00002802369,0.00002923561,0.002364183,0.0002369874,0.9091941,0.0854268,0.001131166],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0009354473,0.0009718875,0.04859569,0.0003414289,0.0001768838,0.0002772362,0.0000791261,0.0001348892,0.9484874],"genre_scores_gemma":[0.8234187,0.0000270643,0.008436756,0.001851532,0.0001487432,0.00001058856,0.0000352452,0.0000402205,0.1660312],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8224832,"threshold_uncertainty_score":0.9999508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444637832376035,"score_gpt":0.239468366955848,"score_spread":0.2250219886320876,"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."}}