{"id":"W4313387990","doi":"10.1007/978-981-19-2080-6_29","title":"ODDE Strategic Positioning in the Post-COVID-19 Era","year":2023,"lang":"en","type":"book-chapter","venue":"Handbook of Open, Distance and Digital Education","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Japan Society for the Promotion of Science; Brigham Young University","keywords":"Coronavirus disease 2019 (COVID-19); Vision; Higher education; Political science; Strategic planning; Context (archaeology); Distance education; Institution; Public relations; Economic growth; Geography; Sociology; Business; Medicine; Marketing; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0004740844,0.0001407095,0.0001808941,0.0001000931,0.0003612478,0.0009224421,0.0003899977,0.0001157173,0.0002065327],"category_scores_gemma":[0.0002159337,0.0001220759,0.00004467703,0.00009421429,0.0003021864,0.0004604585,0.00005007659,0.0001778438,0.00005053381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659643,"about_ca_system_score_gemma":0.003177078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004744587,"about_ca_topic_score_gemma":0.001144724,"domain_scores_codex":[0.9988934,0.00003571101,0.0002998114,0.0002620548,0.0003403393,0.0001687267],"domain_scores_gemma":[0.9991755,0.0002385133,0.0001361738,0.0001657109,0.000150621,0.0001334603],"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":[0.00001356151,0.00006817788,0.0001269338,0.00006099775,0.000007478138,0.000001797723,0.01542854,3.125564e-7,0.000001138138,0.9756972,0.002532562,0.006061309],"study_design_scores_gemma":[0.0001271726,0.00003047057,0.0003946727,0.0007969306,0.00001389323,0.0000020234,0.02302879,4.974301e-7,0.000001658891,0.827439,0.1479559,0.0002090067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000683732,0.001324688,0.00006326786,0.008980963,0.000360937,0.0005739339,0.00004318339,0.00002471433,0.9879446],"genre_scores_gemma":[0.3183787,0.002583983,0.000395369,0.006665904,0.0003297184,0.0001570678,0.0007752962,0.00004236185,0.6706716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.317695,"threshold_uncertainty_score":0.8895131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07518543631256704,"score_gpt":0.3788340136814108,"score_spread":0.3036485773688438,"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."}}