{"id":"W4399147257","doi":"10.55016/ojs/jet.v56i2.78059","title":"Staying on Track: Writing Our Way Through a Global Pandemic","year":2023,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Track (disk drive); Pandemic; Coronavirus disease 2019 (COVID-19); Computer science; Aeronautics; History; Engineering; Medicine; Operating system; Infectious disease (medical specialty)","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":[0.000993339,0.00007714324,0.0001218319,0.00007836112,0.0003718419,0.0001242751,0.0003381523,0.00004336326,0.0001545245],"category_scores_gemma":[0.0004460787,0.0000642205,0.0001049333,0.0006871677,0.00005588343,0.0004796034,0.00002859591,0.000140686,0.0001737801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725868,"about_ca_system_score_gemma":0.0003584211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003554923,"about_ca_topic_score_gemma":0.0000545082,"domain_scores_codex":[0.9985197,0.0001178431,0.0003132013,0.0001146257,0.0006744387,0.0002602441],"domain_scores_gemma":[0.9992055,0.0002293432,0.0002551092,0.00007451332,0.0001451898,0.00009037354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006397196,0.0003410773,0.09480546,0.00003413309,0.00008986265,0.00002049525,0.01492822,0.000576623,0.0001044695,0.6734738,0.1903019,0.02525993],"study_design_scores_gemma":[0.0007377462,0.0001686226,0.2419453,0.0004549552,0.00006490864,0.00002597856,0.2069186,0.00003842984,0.00002715696,0.1419239,0.4073139,0.0003804946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7827255,0.0001923793,0.00006261252,0.03373151,0.002331876,0.0001061034,0.000004858737,0.00002997528,0.1808152],"genre_scores_gemma":[0.9830957,0.0002499913,0.000992673,0.0004476793,0.002557085,0.000002806667,0.000002158301,0.00000595394,0.01264592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5315499,"threshold_uncertainty_score":0.2859945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07257507965466989,"score_gpt":0.4231286521909449,"score_spread":0.3505535725362751,"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."}}