{"id":"W4293168957","doi":"10.21272/eumj.2022;10(2):182-187","title":"PECULIARITIES OF ONLINE CALCULATORS USAGE DURING DISTANCE LEARNING AT SUMY STATE UNIVERSITY AMONG 5TH YEAR STUDENTS OF MEDICAL INSTITUTE","year":2022,"lang":"en","type":"article","venue":"Eastern Ukrainian Medical Journal","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Class (philosophy); Medical education; Distance education; Control (management); Medicine; Online learning; Psychology; Mathematics education; Computer science; Multimedia; Artificial intelligence; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002080803,0.0001567794,0.0005200325,0.0001246924,0.0003569012,0.00001245646,0.0008453247,0.0001323915,0.006945349],"category_scores_gemma":[0.0009697602,0.0001089944,0.0001896569,0.0003521185,0.001450744,0.00009528094,0.0008949641,0.001458453,0.000006429848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001602325,"about_ca_system_score_gemma":0.000447587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000114249,"about_ca_topic_score_gemma":0.0001293806,"domain_scores_codex":[0.9932272,0.0003810154,0.0006341065,0.0002717967,0.005075788,0.0004100563],"domain_scores_gemma":[0.9980499,0.0001088099,0.0003528392,0.0001273718,0.00007762645,0.001283445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004237,0.0004843475,0.9875883,0.0001003211,0.00009996438,0.002412649,0.001965964,0.00002107774,0.0001016343,0.00003411395,0.00004257844,0.006725357],"study_design_scores_gemma":[0.004583634,0.0009024559,0.9688651,0.0007953307,0.00006263088,0.0008829565,0.003299612,0.001197314,0.00003953672,0.00002129256,0.01914087,0.0002092616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99674,0.0001668834,0.0001381681,0.002084868,0.0003796834,0.0001065134,0.00002892691,0.00002070762,0.0003342063],"genre_scores_gemma":[0.9966414,0.0002862996,0.00008012146,0.0001739388,0.0002270125,6.772381e-7,0.0000154776,0.000007619091,0.002567482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01909829,"threshold_uncertainty_score":0.9939625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240191520379212,"score_gpt":0.2911785861625132,"score_spread":0.2687766709587211,"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."}}