{"id":"W6892952417","doi":"10.5281/zenodo.1302659","title":"Interacting With Musebots","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simon Fraser University; Griffith University","keywords":"Interfacing; Musical; Field (mathematics); Interface (matter); New Interfaces for Musical Expression; Control (management)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003069358,0.0000803534,0.00007945308,0.0001304883,0.002324297,0.0004395663,0.001223588,0.00003512168,0.001069402],"category_scores_gemma":[0.0003156119,0.00006946189,0.00001645735,0.0004564709,0.0002378646,0.0003149279,0.001452732,0.0001725728,0.003131952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003984019,"about_ca_system_score_gemma":0.000001789272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006761092,"about_ca_topic_score_gemma":9.456883e-7,"domain_scores_codex":[0.999091,0.00009261657,0.0001058703,0.0003018306,0.0001681601,0.0002405779],"domain_scores_gemma":[0.999057,0.00002455793,0.00005651811,0.0004431821,0.0003635178,0.0000552221],"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":[0.00006243509,0.0001483408,0.00002844512,0.0000301648,0.0001082476,0.00004948888,0.01545242,0.000007041242,0.001872292,0.1564926,0.2859094,0.5398391],"study_design_scores_gemma":[0.0002086313,0.0003205279,0.0004255547,0.00002161738,0.000002963063,0.0001415766,0.0002585121,0.000696922,0.0004648328,0.0005264803,0.9968244,0.0001079753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07117425,0.00004609584,0.4483127,0.003004863,0.00037276,0.0003014503,0.00001019648,0.00365549,0.4731222],"genre_scores_gemma":[0.9938412,0.000007306465,0.005023147,0.000220741,0.0001069671,1.593048e-8,0.0000177258,0.0002355084,0.0005473767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.922667,"threshold_uncertainty_score":0.9998438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03192807687616593,"score_gpt":0.2445169194911144,"score_spread":0.2125888426149485,"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."}}