{"id":"W3157063339","doi":"10.13023/etd.2021.010","title":"The G7 Suite","year":2021,"lang":"en","type":"article","venue":"UKnowledge (University of Kentucky)","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suite; Computer science; Artificial intelligence; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000114803,0.00006115065,0.0001326394,0.00003835191,0.0008183882,0.00002793104,0.0002049772,0.00003716824,0.009515868],"category_scores_gemma":[0.00004074753,0.00005263956,0.0001553559,0.0000780471,0.0004598798,0.00008421862,0.0001262296,0.00009924737,0.0003394405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001634211,"about_ca_system_score_gemma":0.00005085305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000105767,"about_ca_topic_score_gemma":0.02204642,"domain_scores_codex":[0.9994947,0.00006833467,0.00007218702,0.0001392895,0.00008445718,0.000141006],"domain_scores_gemma":[0.9993,0.0001242955,0.00005719499,0.0002141086,0.0002563222,0.0000480686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003427734,0.0001420484,0.000219859,0.00002393977,0.0002124764,0.00005074935,0.02171718,9.026716e-7,0.0001779818,0.8355352,0.1244509,0.01743459],"study_design_scores_gemma":[0.0001971052,0.00002052236,0.0007605568,0.000009509744,0.00008933352,0.000001036775,0.009228974,0.00006904355,0.00006059214,0.00243813,0.9870548,0.00007046075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2164419,0.0009400706,0.0001126208,0.005447117,0.0008649787,0.00007121187,0.00001700585,0.00004973069,0.7760554],"genre_scores_gemma":[0.7175398,0.0001404941,0.00004880913,0.0001569617,0.0002095513,1.397514e-7,0.00001201294,0.00000462248,0.2818875],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8626039,"threshold_uncertainty_score":0.9957987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165759349695255,"score_gpt":0.1642006480469405,"score_spread":0.147624713077415,"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."}}