{"id":"W3201703747","doi":"10.33407/itlt.v84i4.3862","title":"ЗАБЕЗПЕЧЕННЯ ЯКОСТІ ЕЛЕКТРОННОГО НАВЧАННЯ В ПІВНІЧНОАМЕРИКАНСЬКОМУ ПРОСТОРІ ВИЩОЇ ОСВІТИ","year":2021,"lang":"uk","type":"article","venue":"Information Technologies and Learning Tools","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001063117,0.0004128319,0.0006702893,0.000619056,0.0007417963,0.001528991,0.0004326627,0.0007638484,0.00168292],"category_scores_gemma":[0.004065442,0.000487813,0.0001766023,0.001065856,0.0002203702,0.003179969,0.0004529475,0.001250337,0.00137921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237221,"about_ca_system_score_gemma":0.0002594812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001284311,"about_ca_topic_score_gemma":0.00002651606,"domain_scores_codex":[0.9972215,0.00006726207,0.001372202,0.0005021098,0.0001331921,0.0007037267],"domain_scores_gemma":[0.9976766,0.0002544596,0.001011991,0.0006737207,0.0002793739,0.0001038896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006180487,0.0001385025,0.08546952,0.000579282,0.00023121,0.00001146602,0.007743749,0.0003908134,0.00002863438,0.1514772,0.01685498,0.7370128],"study_design_scores_gemma":[0.0008223463,0.0001661405,0.03732338,0.0001383879,0.00003338452,0.00003707967,0.02324403,0.002621112,0.000518245,0.01063712,0.9236674,0.0007913274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7418727,0.02480382,0.005584833,0.02866166,0.004530135,0.001021025,0.0004973394,0.002372975,0.1906555],"genre_scores_gemma":[0.9723712,0.01494343,0.002875477,0.0006328729,0.0001566729,0.00007931912,0.0005638372,0.00004136385,0.008335863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9068124,"threshold_uncertainty_score":0.9997573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079804690960833,"score_gpt":0.205857565566607,"score_spread":0.1850595186569987,"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."}}