{"id":"W4285153966","doi":"10.21608/jkfb.2022.236582","title":"مستقبل التربية العملية في مصر والوطن العربي في ضوء متغيرات تعليم الطوارئ والتحول الرقمي: رؤية استشرافية The Future of Practicum in Egypt and the Arab World in Light of Emergency Education and Digital Transformation: A Forward-Looking Vision","year":2022,"lang":"ar","type":"article","venue":"Mağallaẗ Al-Tarbiyyaẗ wa Ṯaqāfiẗ Al-Ṯifl","topic":"Emergency Medicine Education and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Practicum; Status quo; Turning point; Political science; Public relations; Medical education; Mathematics education; Psychology; Medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003075427,0.000327071,0.0001587105,0.0009576557,0.002975573,0.008493082,0.0004872167,0.001524757,0.03288268],"category_scores_gemma":[0.00419854,0.0002482199,0.0002107036,0.001290492,0.004796856,0.003475635,0.00228244,0.003333758,0.009631523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00339083,"about_ca_system_score_gemma":0.006172869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003959418,"about_ca_topic_score_gemma":0.006149837,"domain_scores_codex":[0.9973853,0.001030143,0.0001571413,0.0001935631,0.0008564481,0.0003773779],"domain_scores_gemma":[0.9964687,0.001233926,0.0004004074,0.0002329665,0.00114905,0.0005149178],"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":[0.0002459172,0.0002819224,0.007348086,0.001552756,0.00003277396,0.002278946,0.09323233,0.00046494,0.01507292,0.2760544,0.0684138,0.5350211],"study_design_scores_gemma":[0.00001492776,0.00009682304,0.01263141,0.001187089,0.00001052088,0.000988298,0.09818571,0.0001713267,0.002770938,0.01618709,0.8676987,0.00005730664],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1474146,0.0180046,0.01618627,0.104708,0.005257051,0.0002832901,0.0002847839,0.0002366263,0.7076249],"genre_scores_gemma":[0.7024959,0.02445042,0.01601576,0.00876944,0.001089136,0.0003997892,0.0003461035,0.0002826749,0.2461507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03288268,"threshold_uncertainty_score":0.1100035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736565865908137,"score_gpt":0.3458607659300866,"score_spread":0.3284951072710052,"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."}}