{"id":"W4312233982","doi":"10.21083/csieci.v15i1.7121","title":"Splash Page with Music","year":2022,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Splash; Computer science; Art; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007837735,0.0003634811,0.0004243787,0.0002734821,0.001324294,0.0001745183,0.0003324423,0.0001105064,0.001060074],"category_scores_gemma":[0.0008556391,0.000320114,0.00009215045,0.0001447062,0.001311205,0.0007793541,0.0003325464,0.0007068697,0.00001292707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007387864,"about_ca_system_score_gemma":0.0001020795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003554183,"about_ca_topic_score_gemma":0.005233964,"domain_scores_codex":[0.997251,0.0002991078,0.0005972411,0.0006257813,0.0005503052,0.0006765306],"domain_scores_gemma":[0.9986176,0.0004763301,0.0001190872,0.0003368978,0.0003558017,0.00009423216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001308642,0.0004155028,0.0006200186,0.0003425777,0.00009923106,0.0000523977,0.089584,0.00002753415,0.0009914823,0.8891405,0.00895129,0.009644615],"study_design_scores_gemma":[0.003042598,0.004240867,0.001825186,0.0002161881,0.0003394429,0.00008633174,0.5045148,0.00146375,0.00123867,0.07786011,0.4032048,0.001967268],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9077657,0.002570962,0.001218474,0.02576252,0.004010539,0.003490933,0.0005789155,0.002541436,0.05206046],"genre_scores_gemma":[0.9944357,0.0001132343,0.0004656154,0.002388391,0.0005959672,0.001081054,0.0001166688,0.00005404375,0.0007493299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8112804,"threshold_uncertainty_score":0.9999759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06860731502597422,"score_gpt":0.317985589903371,"score_spread":0.2493782748773968,"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."}}