{"id":"W4200153562","doi":"10.14434/josotl.v21i4.33792","title":"Education, Politics, and the Crisis of Democracy in the Age of Pandemics","year":2021,"lang":"en","type":"article","venue":"Journal of the Scholarship of Teaching and Learning","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Politics; Democracy; Pandemic; Political science; Coronavirus disease 2019 (COVID-19); Political economy; Development economics; Sociology; Economics; Law; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009426573,0.00004638741,0.0001691715,0.00004208924,0.0005880371,0.00005795172,0.0002693323,0.00005158379,0.000002976122],"category_scores_gemma":[0.008973724,0.00002527752,0.0001040123,0.0001477292,0.0002970249,0.0001480549,0.00003925004,0.0012423,4.34831e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002338081,"about_ca_system_score_gemma":0.0003608775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006732662,"about_ca_topic_score_gemma":0.00009706798,"domain_scores_codex":[0.9961513,0.00306103,0.0003456653,0.00004951424,0.0003022796,0.00009016343],"domain_scores_gemma":[0.9981333,0.001032808,0.0005022761,0.00009822266,0.0002031074,0.00003029087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000169301,0.0001245137,0.5109528,0.00005868469,0.00004764185,5.962264e-7,0.4174047,0.0001152768,0.0003218475,0.06454001,0.0001126419,0.006304423],"study_design_scores_gemma":[0.0005534478,0.00002807873,0.3779904,0.0003210833,0.0001127701,0.0000271111,0.5839298,0.00005508594,0.00004180784,0.0331451,0.003724305,0.00007101415],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828845,0.001138264,0.0000296612,0.01452308,0.0001897005,0.00004299186,5.451723e-7,0.000001140046,0.001190111],"genre_scores_gemma":[0.9981564,0.0003244136,0.000548025,0.000442637,0.00007711437,2.689302e-7,3.37476e-7,0.00000336587,0.0004473854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1665251,"threshold_uncertainty_score":0.9993741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249441666229154,"score_gpt":0.3429965550354414,"score_spread":0.318052388412526,"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."}}