{"id":"W4288073730","doi":"10.21608/jftp.2021.78946.1144","title":"معتقدات وتحدیات مدرسی اللغة الانجلیزیة کلغة أجنبیة تجاه الفصول الدراسیة عبر الإنترنت المدمجة بالتکنولوجیا أثناء جائحة کورونا (کوفید- 19) بجامعة الأهرام الکندیة","year":2021,"lang":"ar","type":"article","venue":"مجلة کلیة التربیة بورسعید","topic":"E-Learning and COVID-19","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.006424951,0.003344157,0.003912527,0.001174223,0.006957467,0.002821524,0.00514217,0.003331593,0.01639002],"category_scores_gemma":[0.007879855,0.003698092,0.002831019,0.007168868,0.004094005,0.002090119,0.002311213,0.00524425,0.02351831],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002367026,"about_ca_system_score_gemma":0.007710147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02056745,"about_ca_topic_score_gemma":0.01267135,"domain_scores_codex":[0.9718776,0.005457764,0.003938628,0.005976709,0.00589299,0.006856363],"domain_scores_gemma":[0.9828317,0.003444218,0.002192596,0.004637698,0.00196388,0.004929971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001719849,0.006491044,0.05602666,0.002883341,0.003603465,0.008172602,0.1071105,0.002504539,0.006459028,0.08405964,0.6552237,0.0657457],"study_design_scores_gemma":[0.004844998,0.0009042423,0.002834468,0.001039616,0.001044754,0.0002649271,0.03843375,0.001412888,0.002288278,0.004426303,0.9377957,0.004710083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.317531,0.05194435,0.002424694,0.1190351,0.03263469,0.005807508,0.001727339,0.006688487,0.4622069],"genre_scores_gemma":[0.7644705,0.007601708,0.00319032,0.01776758,0.009400728,0.0004296248,0.0007084526,0.0008158262,0.1956153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4469395,"threshold_uncertainty_score":0.9986163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0440553666316362,"score_gpt":0.3566871563597022,"score_spread":0.312631789728066,"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."}}