{"id":"W4393961719","doi":"10.1515/9781782048350","title":"Songs without Words","year":2016,"lang":"en","type":"book","venue":"Boydell and Brewer eBooks","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001902696,0.0003699375,0.0005336376,0.0001674459,0.0003326688,0.0001352452,0.000183821,0.0003365826,0.006438446],"category_scores_gemma":[0.000006630619,0.0002384108,0.0002274107,0.000004653514,0.0007834124,0.00005084788,0.0001314718,0.0003390098,0.0005241812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003380026,"about_ca_system_score_gemma":0.0001187527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004789293,"about_ca_topic_score_gemma":0.001310038,"domain_scores_codex":[0.9986246,0.00002566525,0.0003273142,0.0004527201,0.0002088132,0.0003608648],"domain_scores_gemma":[0.9991887,0.00008423619,0.000166443,0.0002880034,0.0001151583,0.0001574565],"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":[0.00005418911,0.00002082369,0.000005502632,0.0000784038,0.0002918582,0.00003295885,0.004827532,7.30559e-9,0.00001071487,0.6414027,0.2919644,0.06131084],"study_design_scores_gemma":[0.0002824057,0.00006299763,0.000003873061,0.0001316495,0.0002762223,0.000005730636,0.0001153248,0.000001927715,0.000008818023,0.0452662,0.953461,0.0003838597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003672946,0.0003273217,0.00004554043,0.0002912614,0.0007002946,0.0001754895,0.00007536943,0.00009832405,0.9979191],"genre_scores_gemma":[0.006902819,0.00002226071,0.0000167776,0.002307784,0.003620255,0.00001571073,0.00002954584,0.00004788807,0.9870369],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6614966,"threshold_uncertainty_score":0.9944698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354078267719954,"score_gpt":0.2047561634810436,"score_spread":0.181215380803844,"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."}}