{"id":"W2896699241","doi":"10.29173/inton25","title":"The BlipVert Method","year":2018,"lang":"en","type":"article","venue":"Intonations","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Improvisation; Electronic music; Studio; Composition (language); Style (visual arts); Musical; Musical composition; Ethos; Creativity; Visual arts; Popular music; Computer music; Computer science; Multimedia; Art; Literature; Psychology; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001216261,0.00003588817,0.00003530889,0.00001533899,0.001294648,0.0002484249,0.0001139709,0.000009102632,0.004075853],"category_scores_gemma":[0.0001370291,0.0000195975,0.00002546831,0.00002457574,0.0004263305,0.0000547084,0.00005956591,0.00003516895,0.00113081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001586345,"about_ca_system_score_gemma":0.000006912484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000106778,"about_ca_topic_score_gemma":0.001769538,"domain_scores_codex":[0.9996827,0.00002274295,0.00006179812,0.00006222603,0.00008363956,0.00008688705],"domain_scores_gemma":[0.999483,0.0002290345,0.00001869954,0.00007392924,0.0001816906,0.00001362533],"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":[9.545615e-7,0.00001051319,0.000009105084,1.515731e-7,0.00001494929,1.517537e-7,0.004600916,1.410518e-7,0.000004274172,0.9024323,0.07732459,0.01560197],"study_design_scores_gemma":[0.00003496847,0.00002685414,0.0002824526,7.768079e-7,0.000006056317,1.627339e-7,0.001458699,0.00004053409,0.00001455322,0.03096997,0.9671333,0.00003169721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001281861,0.00004070078,0.0003368532,0.008125649,0.0008471198,0.00006261234,0.000007513271,0.00006465183,0.989233],"genre_scores_gemma":[0.7884381,0.00001594912,0.001505554,0.003369368,0.002340322,0.00007151059,0.000003317054,0.000008970665,0.2042469],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8898087,"threshold_uncertainty_score":0.9996469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1771318908735699,"score_gpt":0.3115196201835261,"score_spread":0.1343877293099562,"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."}}