{"id":"W3162595391","doi":"10.5430/ijhe.v10n5p132","title":"Academic Deanship in a Post Pandemic Institution","year":2021,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Institution; Higher education; Coronavirus disease 2019 (COVID-19); Academic institution; Management; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Sociology; Psychology; Public relations; Pedagogy; Medical education; Medicine; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004913207,0.0001538626,0.0002508352,0.0007894277,0.00458419,0.005206816,0.001025575,0.001307963,0.01399233],"category_scores_gemma":[0.007065545,0.0001920624,0.0003346402,0.0009817568,0.001977609,0.001942033,0.005770103,0.002125265,0.001582712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01042775,"about_ca_system_score_gemma":0.01673055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008505708,"about_ca_topic_score_gemma":0.01804221,"domain_scores_codex":[0.9953518,0.001524859,0.0001640453,0.0002297649,0.0004805267,0.002248974],"domain_scores_gemma":[0.9861991,0.0006339277,0.001125084,0.00018324,0.001261137,0.01059749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001090835,0.001428403,0.5869616,0.0004558142,0.00008911426,0.00538262,0.03142087,0.004985154,0.002949237,0.106896,0.1245288,0.1338114],"study_design_scores_gemma":[0.0001342772,0.001258006,0.5137507,0.0004936893,0.00003974359,0.002219496,0.1651237,0.002411564,0.002355512,0.009717333,0.3023388,0.0001571531],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9170386,0.001006537,0.0008395294,0.03728855,0.001576252,0.00007665951,0.0003175258,0.00007491984,0.04178137],"genre_scores_gemma":[0.9861135,0.0003617363,0.0003847567,0.001320527,0.0001773797,0.00001469437,0.00007794031,0.0000112242,0.01153823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01399233,"threshold_uncertainty_score":0.07565904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03186759383231014,"score_gpt":0.3937806088431141,"score_spread":0.3619130150108039,"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."}}