{"id":"W4392214248","doi":"10.3828/index.2023.53","title":"A melodic interlude: key notes for indexing books about music","year":2024,"lang":"en","type":"article","venue":"The Indexer","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Melody; Search engine indexing; Presentation (obstetrics); Suite; Key (lock); Memoir; Musical; Index (typography); Indexation; Computer science; History; Literature; Art; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003207905,0.0001695602,0.0001513237,0.00009164212,0.0004653515,0.00228231,0.0003101801,0.00004237612,0.002205279],"category_scores_gemma":[0.00004390829,0.0001064752,0.0001654532,0.00002609126,0.0002693005,0.0004934549,0.00008435112,0.0002600673,0.0003058801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003628317,"about_ca_system_score_gemma":0.00004172546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001160462,"about_ca_topic_score_gemma":0.000920084,"domain_scores_codex":[0.9990613,0.000020076,0.0002265698,0.0002064522,0.0001814093,0.0003041194],"domain_scores_gemma":[0.9992834,0.0003451613,0.00003478009,0.0002275148,0.00006654787,0.00004263375],"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":[0.00002239651,0.0000183143,0.00001536262,0.00009579731,0.00007142947,0.000007792629,0.07907308,0.00000153828,0.00001485473,0.8765412,0.01728051,0.02685771],"study_design_scores_gemma":[0.0001287801,0.00006619911,0.00003612722,0.0002099967,0.00003714663,0.000004890849,0.00392256,0.0002192948,0.00005842126,0.05688533,0.9382472,0.000184055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3026477,0.003200745,0.0003134537,0.001717969,0.003679242,0.0007334775,0.0002185143,0.0005207764,0.6869681],"genre_scores_gemma":[0.9250823,0.000005549516,0.00001645355,0.001306857,0.001499462,0.00008498145,0.00001684992,0.00004249248,0.07194506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9209667,"threshold_uncertainty_score":0.9987534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08708322517978727,"score_gpt":0.2621660168720333,"score_spread":0.175082791692246,"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."}}