{"id":"W4286645218","doi":"10.5325/comeperf.19.1.0070","title":"Academics in Practice: Moving Beyond Appreciation","year":2022,"lang":"en","type":"article","venue":"Comedia Performance","topic":"Theater, Performance, and Music History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Visual arts; Sociology; Art; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[],"category_scores_codex":[0.0005906491,0.0001251213,0.0001538087,0.0002200525,0.000649562,0.00003857383,0.0002605034,0.00003673508,0.001054901],"category_scores_gemma":[0.00003078174,0.0001310218,0.0000343844,0.00009571915,0.0001205152,0.0007983404,0.0001245673,0.0006046556,0.00009543156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045328,"about_ca_system_score_gemma":0.00008021485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003573891,"about_ca_topic_score_gemma":0.00008780265,"domain_scores_codex":[0.9988269,0.00005517205,0.0003155945,0.000190743,0.0003177395,0.0002938934],"domain_scores_gemma":[0.9994877,0.00008008144,0.0001531024,0.0001895987,0.00004095052,0.00004854764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004499089,0.0006264502,0.02347513,0.0003112332,0.0000662097,0.00003046994,0.6447657,0.003269986,0.0003923331,0.08388115,0.06207946,0.1806519],"study_design_scores_gemma":[0.0004215293,0.00008840373,0.001181661,0.00001258313,0.00001106712,0.000008351128,0.005755059,0.003669468,0.00002465457,0.00006952155,0.9885785,0.0001792176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8399459,0.0005584042,0.000004214255,0.0003428929,0.003468754,0.0002229001,0.00001789009,0.0000855601,0.1553536],"genre_scores_gemma":[0.9902247,0.0002918058,0.00006254741,0.001324595,0.0008223291,0.0002134508,0.00005411747,0.00002179817,0.006984711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.926499,"threshold_uncertainty_score":0.9998583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092960040056276,"score_gpt":0.2179061253144582,"score_spread":0.1969765249138955,"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."}}