{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001326653,0.0007018727,0.0003363775,0.002523168,0.003805402,0.005835394,0.001139516,0.001550484,0.2098986],"category_scores_gemma":[0.002516569,0.0002744557,0.0005835918,0.002244021,0.001356113,0.001582949,0.005527689,0.001548105,0.0818809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001615085,"about_ca_system_score_gemma":0.002586874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005313475,"about_ca_topic_score_gemma":0.01530163,"domain_scores_codex":[0.9983411,0.0003076353,0.00005619563,0.0001701704,0.0008724292,0.0002524487],"domain_scores_gemma":[0.9989811,0.0001241574,0.00003140778,0.0002135725,0.0003665509,0.0002832353],"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":[0.0002753446,0.00006438413,0.001194496,0.0002818458,0.00001365285,0.0005807249,0.003861895,0.0002484406,0.005065894,0.07113364,0.6702813,0.2469984],"study_design_scores_gemma":[0.000006729817,0.00002650761,0.001136465,0.00006863281,0.0000026684,0.0002007561,0.0008898439,0.00007310356,0.0004524759,0.001772312,0.9953622,0.000008284371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01305915,0.000645132,0.005930999,0.001595889,0.001760207,0.0002368788,0.00249542,0.001829832,0.9724464],"genre_scores_gemma":[0.06897324,0.001282917,0.02055689,0.001553625,0.0008634669,0.0003143586,0.00797158,0.005142289,0.8933416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2098986,"threshold_uncertainty_score":0.7021806,"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."}}