{"id":"W4407251055","doi":"10.24908/encounters.v25i0.16667","title":"Ukrainian Teachers’ Capacity to Teach Online Under Quarantine and Martial Law","year":2024,"lang":"en","type":"article","venue":"Encounters in Theory and History of Education","topic":"Ukrainian Legal and Forensic Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Martial law; Quarantine; Ukrainian; Martial arts; Law; Political science; Medicine; Visual arts; Art; Philosophy; Linguistics; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001001027,0.00006971948,0.0001099172,0.000106611,0.00009733325,0.00001498345,0.00005335338,0.000047653,0.00006818021],"category_scores_gemma":[0.00009437084,0.00006684878,0.00002123866,0.00007859784,0.0008230414,0.0001284883,0.0000141378,0.0001088376,0.000002903258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002499198,"about_ca_system_score_gemma":0.0001878888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00287115,"about_ca_topic_score_gemma":0.006966003,"domain_scores_codex":[0.9993241,0.0001634613,0.0001301519,0.0001703493,0.00009880336,0.0001131277],"domain_scores_gemma":[0.9996853,0.0001506124,0.00002492558,0.00006136955,0.00002372823,0.00005404789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002788041,0.00006539982,0.000192103,0.00002532627,0.00001103418,4.628568e-7,0.6447276,4.97556e-7,0.000135358,0.3430593,0.001971661,0.009783334],"study_design_scores_gemma":[0.0001087644,0.00007153293,0.00473285,0.0001737126,0.00002295632,0.000002043401,0.0769752,0.000005858616,0.000007953387,0.01903745,0.8987194,0.0001423256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313127,0.004820792,0.00003051228,0.002294009,0.002142829,0.0001156082,0.000006562533,0.00002426054,0.05925276],"genre_scores_gemma":[0.9931355,0.00006187856,0.0001718139,0.0007761599,0.0002613166,0.000007798678,0.000002027758,0.000005211965,0.005578347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8967477,"threshold_uncertainty_score":0.4340339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02203334151966105,"score_gpt":0.3093080557831207,"score_spread":0.2872747142634596,"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."}}