{"id":"W7099315926","doi":"","title":"Proceedings of the 2003 Conference on New Interfaces for Musical Expression (NIME-03), Montreal, Canada LEMUR GuitarBot: MIDI Robotic String Instrument","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced Neural Network Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MIDI; String (physics); Bridge (graph theory); Lemur; Musical instrument; Musical; Musical expression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003778886,0.000151057,0.000168492,0.00002548991,0.0001974489,0.00002845956,0.0009452237,0.00003530943,0.000008930459],"category_scores_gemma":[0.00004929032,0.0001015314,0.00003186942,0.0003614428,0.0000516933,0.0002264744,0.0002814634,0.0001186782,0.000001615776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009793353,"about_ca_system_score_gemma":0.0003625457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02140199,"about_ca_topic_score_gemma":0.0292802,"domain_scores_codex":[0.9987911,0.000007269284,0.000265579,0.0003740633,0.0002953577,0.0002666066],"domain_scores_gemma":[0.9991759,0.0000719166,0.0001549402,0.0003115761,0.0001720559,0.0001136202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001248758,0.0004549586,0.002187939,0.0001067069,0.00006328822,0.000004851323,0.002072338,0.04281529,0.12052,0.3513304,0.414926,0.06539334],"study_design_scores_gemma":[0.001586075,0.0004822458,0.01321393,0.0004395094,0.00002291486,0.00003945695,0.0002857166,0.2459678,0.7161815,0.01194933,0.009059747,0.0007717945],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7003266,0.00007554088,0.2829169,0.008208739,0.0005807349,0.002062946,0.000007286683,0.000172918,0.005648296],"genre_scores_gemma":[0.9660465,0.00001724815,0.03212717,0.0002742554,0.00004546683,0.00004976821,6.33601e-7,0.000008186718,0.001430768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5956615,"threshold_uncertainty_score":0.9884329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04265212416854661,"score_gpt":0.2440848143048019,"score_spread":0.2014326901362553,"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."}}