{"id":"W2782923377","doi":"10.21857/94kl4cxpqm","title":"A morphology of medieval notations in the Optical neume recognition project","year":2017,"lang":"en","type":"article","venue":"Arti musices","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Morphology (biology); Notation; Computer science; Linguistics; Geology; Philosophy; Paleontology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003197059,0.0000426013,0.00006611563,0.0000599694,0.000183675,0.0001418516,0.0005877715,0.00002783977,0.000004122901],"category_scores_gemma":[0.0002423676,0.00002932219,0.00002149342,0.00008254822,0.0001564296,0.0005568563,0.00007616701,0.00007830221,0.00001244274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003802224,"about_ca_system_score_gemma":0.0000575663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001100767,"about_ca_topic_score_gemma":0.0001223082,"domain_scores_codex":[0.9994851,0.00005054447,0.0001269126,0.000133991,0.0001014768,0.0001019832],"domain_scores_gemma":[0.9993719,0.00008020389,0.0001201924,0.0003636788,0.00005408518,0.000009916244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001975333,0.000187373,0.004203899,0.00004764756,0.00001295372,0.00002972048,0.01211177,0.0000113721,0.00993815,0.009876026,0.0006726817,0.9628887],"study_design_scores_gemma":[0.003799913,0.0009690476,0.5124695,0.0004800744,0.0001123573,0.001407383,0.004552108,0.1569185,0.09294728,0.2231162,0.002199564,0.00102803],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782397,0.00001947186,0.01077771,0.004296928,0.0003500069,0.00009153844,0.000001244964,0.00002249777,0.006200869],"genre_scores_gemma":[0.9758517,0.000004022284,0.02391973,0.0001424557,0.00005279308,0.00001476726,0.000001156519,0.000001615149,0.00001174482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9618606,"threshold_uncertainty_score":0.1412698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05887246042132768,"score_gpt":0.3099089630525254,"score_spread":0.2510365026311977,"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."}}