{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001616459,0.00008561857,0.0001057671,0.00007620268,0.00009308181,0.00009540325,0.0003059862,0.00005001499,0.00000688373],"category_scores_gemma":[0.00004507811,0.00004792227,0.00003514012,0.0003011256,0.000173556,0.0004282914,0.0001603404,0.0001669302,0.0000041674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002896202,"about_ca_system_score_gemma":0.00003563317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002486727,"about_ca_topic_score_gemma":0.000004559111,"domain_scores_codex":[0.9994154,0.00002066725,0.0001124301,0.0001982657,0.00009948981,0.000153738],"domain_scores_gemma":[0.9994881,0.0002081818,0.00002257525,0.0002529013,0.000010002,0.0000182864],"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":[0.00002094717,0.0001483814,0.2439024,0.0001042068,0.0001287994,0.00006114371,0.09802397,0.0001611868,0.001054936,0.1515598,0.004681431,0.5001528],"study_design_scores_gemma":[0.0002412421,0.0003118804,0.8925015,0.0002475891,0.000006186562,0.00003256189,0.00166473,0.09670238,0.00142976,0.004837987,0.001756623,0.0002675428],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941931,0.0001187615,0.004144006,0.0002930972,0.0001444821,0.00005657479,2.965014e-7,0.00005971003,0.0009899355],"genre_scores_gemma":[0.9994005,0.00003300028,0.0003865402,0.00006287145,0.0000159778,0.000008659602,6.135114e-8,0.00000323252,0.00008915085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6485991,"threshold_uncertainty_score":0.1954214,"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."}}