{"id":"W2394736302","doi":"10.5281/zenodo.1178336","title":"Musician Assistance And Score Distribution (Masd)","year":2012,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Music and Audio Processing","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Confusion; Computer science; Rendering (computer graphics); Porcupine; The Internet; Artificial intelligence; World Wide Web; Psychology","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":[0.0007642002,0.001000966,0.000610261,0.001395934,0.0005710192,0.00150405,0.001205078,0.0006348275,0.07444573],"category_scores_gemma":[0.002672764,0.0004046238,0.0003621816,0.0007853003,0.0003471616,0.001109528,0.002301564,0.0007623959,0.03519955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004677416,"about_ca_system_score_gemma":0.0008522142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002371961,"about_ca_topic_score_gemma":0.002205662,"domain_scores_codex":[0.9993573,0.00005756222,0.00004521007,0.0001372952,0.0003116578,0.00009110851],"domain_scores_gemma":[0.998425,0.0002437879,0.00008288489,0.0004721245,0.0004584973,0.0003178057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002359085,0.0003347176,0.007381158,0.0003927436,0.0000412835,0.0006841458,0.0005294509,0.001435097,0.05011693,0.005689907,0.2132576,0.7177778],"study_design_scores_gemma":[0.0009237474,0.0007429201,0.01842526,0.00009839239,0.00008583459,0.002358363,0.0002168278,0.05540032,0.1302606,0.004677007,0.7865764,0.0002343737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.05329664,0.0005188409,0.2869604,0.0004565164,0.0004691594,0.0009357969,0.007288313,0.5499138,0.1001606],"genre_scores_gemma":[0.4625343,0.0007000676,0.2290751,0.001016613,0.0006688309,0.0007968386,0.02341896,0.02062516,0.2611641],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.07444573,"threshold_uncertainty_score":0.2490457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0391110721155426,"score_gpt":0.2355233959191802,"score_spread":0.1964123238036376,"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."}}