{"id":"W4404499206","doi":"10.3390/act13110462","title":"Assessing the Impact of Force Feedback in Musical Knobs on Performance and User Experience","year":2024,"lang":"en","type":"article","venue":"Actuators","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Music Media and Technology","funders":"","keywords":"Musical; Human–computer interaction; Computer science; Art; Visual arts","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002200386,0.0006208917,0.0002837768,0.0004000319,0.0002429454,0.0006874504,0.0003228434,0.0003812489,0.003291232],"category_scores_gemma":[0.01585993,0.000185975,0.0003062641,0.0001482843,0.0003738609,0.0007056849,0.0006528479,0.0002651934,0.0002647222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686196,"about_ca_system_score_gemma":0.000178576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005113318,"about_ca_topic_score_gemma":0.0008300538,"domain_scores_codex":[0.998609,0.0006042391,0.0001102056,0.0001590555,0.0003611877,0.0001563183],"domain_scores_gemma":[0.9875015,0.009766717,0.0008159825,0.000416747,0.0009559059,0.0005430825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008488809,0.00446892,0.1659818,0.002591374,0.0002331226,0.0009671936,0.02600324,0.003614147,0.4239045,0.0003609082,0.000749407,0.3626366],"study_design_scores_gemma":[0.0003032538,0.05568116,0.8025072,0.0003282421,0.0004523747,0.001593024,0.01527506,0.01075056,0.1079205,0.0003529429,0.004565306,0.0002704203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966111,0.00006929567,0.002409107,0.00001702134,0.000006010327,0.00005300103,0.00002276098,0.00004993189,0.0007617986],"genre_scores_gemma":[0.9939899,0.00007345777,0.005236889,0.00001791663,0.000008154637,0.00005304145,0.00003838954,0.00001630847,0.0005658637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003291232,"threshold_uncertainty_score":0.01163685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217803885715326,"score_gpt":0.3153386618942871,"score_spread":0.2935582733227545,"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."}}