{"id":"W4402031659","doi":"10.32920/26866555.v1","title":"A Novel Haptic Device for Plucked Musical Instrument AR Simulation","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; McGill University","funders":"","keywords":"Haptic technology; Musical instrument; Musical; Computer science; Computer graphics (images); Visual arts; Art; Simulation; Acoustics; Physics","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":[0.0004829657,0.0005620005,0.0004112711,0.0003263281,0.0002755467,0.0008225905,0.001614977,0.001206383,0.01718281],"category_scores_gemma":[0.001165583,0.0003539984,0.0004161845,0.0001740957,0.0003510473,0.001222375,0.001473168,0.0006027803,0.002264457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001749404,"about_ca_system_score_gemma":0.0002205241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001562122,"about_ca_topic_score_gemma":0.0002028078,"domain_scores_codex":[0.9994849,0.00007284253,0.00003831948,0.0000856433,0.0002781705,0.00003998795],"domain_scores_gemma":[0.9995485,0.0001398193,0.00004607436,0.0001052952,0.00009550535,0.00006466839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006979352,0.0002270346,0.0004685917,0.0005136695,0.00003766764,0.001075268,0.0003697131,0.004545349,0.8323122,0.008861534,0.005851405,0.1450396],"study_design_scores_gemma":[0.0008950619,0.005314154,0.004480648,0.0003519026,0.000154607,0.006734722,0.0002310078,0.2870987,0.4652597,0.004559453,0.2245746,0.0003454956],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05858307,0.0005667472,0.9192469,0.0004213018,0.0006569099,0.0004458941,0.0003640341,0.005037705,0.01467744],"genre_scores_gemma":[0.4784023,0.0005698605,0.4746939,0.0005758112,0.0001460335,0.0005937365,0.0004169335,0.0004065942,0.0441948],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01718281,"threshold_uncertainty_score":0.05748218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06180343885099475,"score_gpt":0.3032100488265215,"score_spread":0.2414066099755267,"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."}}