{"id":"W3137732861","doi":"10.21083/csieci.v14i1.6434","title":"\"Notes Turn Into Angel Wings and Fly Upward\"","year":2021,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turn (biochemistry); Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Aeronautics; History; Engineering; Virology; Biology; Medicine","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009213208,0.000304341,0.0003869387,0.0001475803,0.0003145711,0.0006475195,0.0003364276,0.0001862803,0.00001095806],"category_scores_gemma":[0.008714071,0.0003155471,0.0001013249,0.0005301463,0.0005090367,0.00239346,0.0005058095,0.000314009,0.000009709081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005135917,"about_ca_system_score_gemma":0.0003309833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000125511,"about_ca_topic_score_gemma":0.0001638402,"domain_scores_codex":[0.9972938,0.0002615811,0.0006371856,0.0008187057,0.0004463639,0.0005423207],"domain_scores_gemma":[0.9969596,0.001455319,0.00008403996,0.0004296827,0.0008577185,0.0002136453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000114735,0.0003809034,0.001969235,0.0007356856,0.0000629354,0.000030674,0.04600055,0.000006952001,0.005931072,0.7400202,0.0007846015,0.2040657],"study_design_scores_gemma":[0.00408593,0.001439613,0.06809161,0.001087181,0.000199353,0.0002690488,0.09762054,0.04326734,0.06223718,0.6931046,0.02472512,0.003872497],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5991449,0.007858585,0.2452136,0.1350727,0.004095456,0.001403322,0.00003276387,0.001406946,0.00577179],"genre_scores_gemma":[0.9566606,0.0006641955,0.03826778,0.003930334,0.0002104991,0.0001353923,0.00002260093,0.00002283542,0.00008572551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3575158,"threshold_uncertainty_score":0.9999297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05516142914932544,"score_gpt":0.3940499627567032,"score_spread":0.3388885336073778,"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."}}