{"id":"W4380151795","doi":"10.23977/aetp.2023.070411","title":"The development and effect evaluation of on-line probation in obstetrics and gynecology nursing in the context of Covid-19","year":2023,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Advanced Technologies in Various Fields","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Xiangnan University","keywords":"Obstetrics and gynaecology; Context (archaeology); Nursing; Medical education; Medicine; Psychology; Coronavirus disease 2019 (COVID-19); Obstetrics; Pregnancy; Internal medicine","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":[0.001665439,0.0000804665,0.0001492343,0.0007646729,0.00007953116,0.00000421364,0.0003772628,0.0002005023,6.245241e-7],"category_scores_gemma":[0.007006063,0.00005984156,0.000005893489,0.001561205,0.000678463,0.000101262,0.00007504968,0.000266548,4.491593e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000891899,"about_ca_system_score_gemma":0.0001404121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001935005,"about_ca_topic_score_gemma":0.0001771868,"domain_scores_codex":[0.9989161,0.000201162,0.0003173294,0.0002815678,0.000124628,0.0001592028],"domain_scores_gemma":[0.9926255,0.00689827,0.0001499778,0.0002658381,0.00004973271,0.00001071653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001374866,0.00006223682,0.03135021,0.0000141615,0.000002418265,8.319493e-7,0.001540685,0.0002848541,0.00002147996,0.3583907,0.00001014557,0.6083086],"study_design_scores_gemma":[0.00103763,0.0003730398,0.08575357,0.00004104262,0.000003105986,0.00002646113,0.001636825,0.002092977,0.0002672749,0.9067106,0.001976602,0.00008089059],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95374,0.007346105,0.005960329,0.03158033,0.0004712341,0.0005667073,7.888065e-7,0.00003333548,0.0003011586],"genre_scores_gemma":[0.9930024,0.001952717,0.004586861,0.0002221271,0.00000334226,0.000223947,0.000002571858,0.000002442265,0.000003558012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6082277,"threshold_uncertainty_score":0.8387418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04906238607912403,"score_gpt":0.4250276359658993,"score_spread":0.3759652498867753,"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."}}