{"id":"W4383878324","doi":"10.3390/arts12040147","title":"Challenges and Opportunities of Force Feedback in Music","year":2023,"lang":"en","type":"article","venue":"Arts","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Music Media and Technology; Society for Arts and Technology","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Haptic technology; Computer science; Firmware; Modularity (biology); Usability; Human–computer interaction; Software; Multimedia; Embedding; Musical; Simulation; Artificial intelligence; Computer hardware","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002699332,0.0004960151,0.000736816,0.001317469,0.0006852432,0.003047142,0.001197992,0.002859664,0.00458839],"category_scores_gemma":[0.004532035,0.0004084343,0.0004918641,0.0007561766,0.003298866,0.005851234,0.001776098,0.001755707,0.001037841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008389066,"about_ca_system_score_gemma":0.0009541721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005938358,"about_ca_topic_score_gemma":0.000691618,"domain_scores_codex":[0.9984257,0.0003667659,0.000106589,0.0002425602,0.0007581541,0.0001002031],"domain_scores_gemma":[0.9969541,0.002237004,0.0001393455,0.0001461484,0.0004044473,0.0001189784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002356634,0.00009443986,0.0009294969,0.006463214,0.00004954564,0.0005415204,0.001641921,0.003356748,0.03250704,0.2218476,0.006605462,0.7257273],"study_design_scores_gemma":[0.00006163029,0.0006167789,0.00269385,0.004233997,0.00006119566,0.00327525,0.002577081,0.01116281,0.02631043,0.2721094,0.6766913,0.0002062191],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01839389,0.8225998,0.0925017,0.01916881,0.001595878,0.00004582488,0.00008246914,0.0004326063,0.04517908],"genre_scores_gemma":[0.3574807,0.5343328,0.08418113,0.004844001,0.004463193,0.0001759375,0.0001102094,0.0002389377,0.01417311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00458839,"threshold_uncertainty_score":0.01534969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3277285690006675,"score_gpt":0.3251178614782815,"score_spread":0.002610707522386069,"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."}}