{"id":"W2756434912","doi":"10.1037/pmu0000190","title":"Introduction to the special issue on SysMus16.","year":2017,"lang":"en","type":"article","venue":"Psychomusicology Music Mind and Brain","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003521792,0.0001974457,0.0002481171,0.00006676187,0.002397828,0.0007692901,0.000394849,0.00007373549,0.03064248],"category_scores_gemma":[0.0003678881,0.0001219696,0.000063072,0.00002383298,0.0008738883,0.0001134386,0.0002084942,0.0002038318,0.002306014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002383425,"about_ca_system_score_gemma":0.000009358223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005209797,"about_ca_topic_score_gemma":0.001676563,"domain_scores_codex":[0.9987834,0.00007439063,0.0001795837,0.0004776336,0.0001534711,0.0003315253],"domain_scores_gemma":[0.9990703,0.0001665171,0.0001242707,0.0004923484,0.00006043864,0.00008609422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007776589,0.00008980821,0.00003506351,0.000003674185,0.00003463655,0.000006326226,0.008939446,8.219628e-7,0.00002575615,0.09478813,0.7710946,0.124904],"study_design_scores_gemma":[0.0004050771,0.0004365305,0.005401479,0.000008002264,0.00002278873,0.000003728501,0.001870589,0.000002301231,0.000006980607,0.001249987,0.9904243,0.0001682293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2167902,0.00002267875,0.000002331976,0.3159062,0.01139467,0.0004155087,0.00002529262,0.00002525895,0.4554178],"genre_scores_gemma":[0.4531975,0.00001491432,0.00006110157,0.07304861,0.3252899,0.0001584157,0.00001039482,0.00003216984,0.148187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3138953,"threshold_uncertainty_score":0.9989009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08396986411981686,"score_gpt":0.2686437141500813,"score_spread":0.1846738500302644,"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."}}