{"id":"W4303578871","doi":"10.5430/wjel.v12n8p151","title":"Is There Tremendous Advancement in Educational Setting during COVID-19 Age? A Case Study of Nabhanya College, KSA","year":2022,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Digitization; Coronavirus disease 2019 (COVID-19); Public relations; Pandemic; Medical education; Psychology; Political science; Business; Sociology; Economic growth; Medicine; Computer science; Economics; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009678519,0.0005385597,0.000491027,0.001529311,0.02085626,0.004007843,0.002116292,0.002504641,0.007311349],"category_scores_gemma":[0.001754012,0.0005755902,0.0004517363,0.001472893,0.00518945,0.002622948,0.0062261,0.004467754,0.0007411139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009080552,"about_ca_system_score_gemma":0.007412074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06346999,"about_ca_topic_score_gemma":0.1613272,"domain_scores_codex":[0.9984025,0.000493841,0.00006302011,0.0001414997,0.0001703283,0.0007288842],"domain_scores_gemma":[0.9983525,0.0002344259,0.0002253592,0.00004290704,0.0001316792,0.001013144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009573629,0.000770146,0.07005907,0.0003817265,0.00002580445,0.1780587,0.7116458,0.0002615275,0.001528293,0.008417043,0.007663914,0.02109208],"study_design_scores_gemma":[0.000003525372,0.0001009064,0.02046999,0.0002151719,0.00001132113,0.01724248,0.935205,0.00009159555,0.0002419513,0.0003494525,0.02603716,0.00003139596],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816332,0.0009204653,0.0001997012,0.006139919,0.0001269593,0.00006363857,0.00008808294,0.000009767383,0.01081834],"genre_scores_gemma":[0.9875131,0.001464057,0.0002703973,0.001507339,0.00004776348,0.00003939478,0.0000465245,0.00001557988,0.009095861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06346999,"threshold_uncertainty_score":0.1262012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03857371909920066,"score_gpt":0.4000462348100288,"score_spread":0.3614725157108282,"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."}}