{"id":"W2131799621","doi":"10.6092/1826-9001.11.1448","title":"Rethinking Counterpoint through Improvisation A Multidisciplinary Conversation with Edoardo Bellotti, Michele Chiaramida, Michael Dodds, Andreas Schiltknecht, Peter Schubert, and Nicola Straffelini","year":2012,"lang":"en","type":"article","venue":"Università degli Studi di Pavia","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Counterpoint; Improvisation; Conversation; Art history; Art; Sociology; Visual arts; Pedagogy; Communication","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"],"consensus_categories":[],"category_scores_codex":[0.0003525348,0.000330716,0.0003399557,0.0001570021,0.0008348129,0.00008740737,0.0004488167,0.0002242799,0.000005469286],"category_scores_gemma":[0.00003549943,0.0002931879,0.00007133993,0.0003171991,0.0004107459,0.001446697,0.0007476772,0.0004075702,0.0000181551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816863,"about_ca_system_score_gemma":0.00008082952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001432891,"about_ca_topic_score_gemma":0.0002267119,"domain_scores_codex":[0.9981462,0.0001165881,0.0002393892,0.0005939549,0.000324607,0.0005792051],"domain_scores_gemma":[0.9988112,0.0001837319,0.0002113434,0.0005052322,0.00017562,0.000112853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004230655,0.0006749416,0.374257,0.0002532703,0.001056232,0.0001057286,0.5081877,0.00005319638,0.001432679,0.09999409,0.00139535,0.01216679],"study_design_scores_gemma":[0.01778294,0.003271281,0.8129877,0.0008872283,0.001229302,0.0004018858,0.09910774,0.01550181,0.004042595,0.01387141,0.02651485,0.004401191],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9279762,0.001639481,0.06592806,0.001051537,0.0006972103,0.0005528482,0.00001106016,0.0003728207,0.001770817],"genre_scores_gemma":[0.9807771,0.0001495781,0.0185788,0.000207371,0.000104609,0.000008433044,0.0000144679,0.00001711025,0.0001425559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4387307,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305679323788603,"score_gpt":0.2209950871015088,"score_spread":0.2079382938636228,"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."}}