{"id":"W2295684226","doi":"10.5281/zenodo.1415867","title":"Music Information Robotics: Coping Strategies For Musically Challenged Robots.","year":2011,"lang":"en","type":"article","venue":"","topic":"Music and Audio Processing","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Robotics; Computer science; Robot; Artificial intelligence; Human–computer interaction; Gesture; Music information retrieval; Multimedia; Musical","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":[0.0005468753,0.0008087973,0.0004853424,0.0005138982,0.001346146,0.002069709,0.00155025,0.002350781,0.01166157],"category_scores_gemma":[0.002185387,0.0002549534,0.0004160556,0.000359176,0.001966357,0.002984637,0.002964594,0.001019824,0.002684176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003958679,"about_ca_system_score_gemma":0.000606727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001033229,"about_ca_topic_score_gemma":0.002345487,"domain_scores_codex":[0.9997119,0.00007119282,0.00001296424,0.0000509214,0.00009728214,0.0000557508],"domain_scores_gemma":[0.9996847,0.00007545252,0.00003844197,0.00005719644,0.00006756054,0.00007665622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006441204,0.0003743176,0.001780445,0.00158648,0.0001659025,0.001253693,0.004245559,0.01775511,0.04326598,0.251,0.1272328,0.5506957],"study_design_scores_gemma":[0.0001486461,0.0008068796,0.004627551,0.0006318563,0.0001944518,0.001884661,0.00786626,0.1193378,0.02722904,0.5141862,0.3227883,0.0002983728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.04234693,0.01074789,0.7279435,0.01986751,0.002881166,0.0004443449,0.0003493282,0.002710617,0.1927086],"genre_scores_gemma":[0.6454804,0.007544314,0.2423429,0.004369998,0.0008632873,0.0006630261,0.0004654643,0.0002842788,0.09798633],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01166157,"threshold_uncertainty_score":0.03901178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07802931061749542,"score_gpt":0.2463426662589215,"score_spread":0.1683133556414261,"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."}}