{"id":"W4200112190","doi":"10.31071/promedosvity2021.03-04.016","title":"Distance/mixed education: features of perception of student youth","year":2021,"lang":"en","type":"article","venue":"Problems of Uninterrupted Medical Training and Science","topic":"Foreign Language Teaching Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Mathematics education; Psychology; Affect (linguistics); Quarter (Canadian coin); Medical education; Distance education; IBM; Medicine; Physics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004671086,0.00007438922,0.0002507888,0.0001186802,0.0001652444,0.00002240724,0.0004273716,0.0000734797,0.0001189213],"category_scores_gemma":[0.003227195,0.0000632826,0.00005005203,0.0006558478,0.003276657,0.0001361938,0.00009048983,0.0001910294,1.513314e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003592362,"about_ca_system_score_gemma":0.001595893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00052837,"about_ca_topic_score_gemma":0.0002318244,"domain_scores_codex":[0.9977539,0.0002793851,0.000348085,0.0002450194,0.001159753,0.000213823],"domain_scores_gemma":[0.9989201,0.0001781443,0.0001944514,0.0001681886,0.0003326857,0.0002063643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007459058,0.0002366987,0.003199967,0.0001129202,0.00001514577,0.000001968972,0.5431007,0.00000587981,0.005905445,0.05536603,0.00001685806,0.392031],"study_design_scores_gemma":[0.0004901505,0.0002216409,0.03529124,0.002068733,0.00004404703,0.00001493894,0.9553922,0.0001373374,0.001934626,0.003754295,0.0004614078,0.0001894239],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9151901,0.001091173,0.00699037,0.0007297,0.0004990697,0.000149572,0.000006555052,0.00003256603,0.07531086],"genre_scores_gemma":[0.9843699,0.0001190023,0.01519216,0.00003741065,0.00004790109,0.000002941984,0.000003231424,0.000003993394,0.0002234014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4122915,"threshold_uncertainty_score":0.9994358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07059274395822354,"score_gpt":0.3990452096654655,"score_spread":0.328452465707242,"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."}}