{"id":"W4312684944","doi":"10.1609/aiide.v8i4.12568","title":"Preface","year":2012,"lang":"en","type":"article","venue":"Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Musical; Software; Visual arts; Art; Programming language","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001459244,0.0001716106,0.0001789855,0.00007311874,0.0001441468,0.000211261,0.0007008724,0.00005305897,0.00002049684],"category_scores_gemma":[0.0001652233,0.0001145618,0.0000781775,0.0001616839,0.0002435357,0.001233111,0.0005943144,0.0002002749,0.00003933371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000410495,"about_ca_system_score_gemma":0.00001222628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005045087,"about_ca_topic_score_gemma":8.354378e-7,"domain_scores_codex":[0.9989306,0.000006432061,0.0002801786,0.0002618252,0.0002273876,0.000293537],"domain_scores_gemma":[0.9993573,0.00006774661,0.0001843557,0.0001612349,0.0001616542,0.00006769878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004544108,0.0002879075,0.002611011,0.00001379389,0.00004462187,1.403171e-7,0.005514774,6.07349e-7,0.001929762,0.8854625,0.0002047035,0.1038848],"study_design_scores_gemma":[0.0001367233,0.001205278,0.005781568,0.0006114785,0.00003707658,0.0000377701,0.01605226,0.006427937,0.6832542,0.2764544,0.009167064,0.0008342593],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9014851,0.00009653204,0.01912072,0.004915091,0.0007497732,0.0004565763,0.000008840747,0.0001073085,0.07306],"genre_scores_gemma":[0.9989826,0.0000318371,0.0002051792,0.0002502006,0.00003234142,0.00002519668,2.630249e-7,0.000004789685,0.0004675853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6813244,"threshold_uncertainty_score":0.4671695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04730659212119452,"score_gpt":0.2796490310250635,"score_spread":0.232342438903869,"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."}}