{"id":"W2980796301","doi":"10.69554/bhry8801","title":"Academic continuity planning in higher education","year":2017,"lang":"en","type":"article","venue":"","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Higher education; Crisis management; Public relations; Business continuity; Component (thermodynamics); Political science; Business; Sociology; Computer science","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":[0.000604324,0.0000331004,0.0000457131,0.00003031209,0.0006013589,0.0001232692,0.0002232232,0.00005609759,0.002707384],"category_scores_gemma":[0.0001292727,0.00003246824,0.0000118314,0.00003350771,0.00005755492,0.0004454329,0.0000256768,0.0001575364,0.000111467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000076517,"about_ca_system_score_gemma":0.0001956175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00496649,"about_ca_topic_score_gemma":0.0005015089,"domain_scores_codex":[0.9994991,0.00006807918,0.00008716553,0.00009437936,0.0001201797,0.0001311157],"domain_scores_gemma":[0.9996563,0.00004179735,0.00007707045,0.0001457099,0.00002391061,0.00005523268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003139795,0.00005737908,0.5541378,0.000002571447,0.000002767755,5.187274e-7,0.01141087,0.000002329821,0.00003249322,0.3721485,0.03727608,0.02492552],"study_design_scores_gemma":[0.0000387291,0.000001175325,0.4855286,0.000007677642,9.974527e-7,2.082953e-8,0.002056491,3.32601e-7,0.000004654442,0.001485646,0.5108458,0.0000298035],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2673216,0.00007160682,0.000005204296,0.01856171,0.001474232,0.00007817313,1.589674e-7,0.00002186328,0.7124655],"genre_scores_gemma":[0.8538082,0.00004140324,0.0001210226,0.0004676967,0.0003637731,0.00001513838,7.155915e-7,0.000002314597,0.1451798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5864866,"threshold_uncertainty_score":0.9982043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1758847887655002,"score_gpt":0.4659566222323179,"score_spread":0.2900718334668176,"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."}}