{"id":"W4387013696","doi":"10.5539/ies.v16n5p94","title":"Development in Computer Curriculum in Saudi Arabia: Systematic Review","year":2023,"lang":"en","type":"article","venue":"International Education Studies","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Inclusion (mineral); Christian ministry; Curriculum development; Qualitative research; Mathematics education; Curriculum mapping; Medical education; Pedagogy; Sociology; Psychology; Political science; Social science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01246057,0.001115343,0.003001051,0.01785733,0.0009743395,0.002659215,0.001240558,0.001275962,0.002578701],"category_scores_gemma":[0.04282237,0.0006609852,0.002636037,0.01647261,0.001029617,0.002857441,0.001702271,0.0007353591,0.0002258266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004570027,"about_ca_system_score_gemma":0.02554102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009015805,"about_ca_topic_score_gemma":0.02616629,"domain_scores_codex":[0.9918785,0.002818761,0.003182716,0.0003918107,0.00147748,0.0002507638],"domain_scores_gemma":[0.9580529,0.02605062,0.007868156,0.0006466878,0.006724165,0.0006574448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001807126,0.00003215551,0.002592074,0.8794925,0.002085251,0.0002760582,0.001379069,0.0001393392,0.0003096696,0.0004532057,0.002367775,0.1106923],"study_design_scores_gemma":[0.0001324328,0.000308438,0.009839871,0.9183121,0.01284971,0.0008796479,0.003656611,0.00008993451,0.0005036291,0.0004290793,0.05295737,0.00004111765],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003847354,0.9938643,0.0002079843,0.0005881953,0.0001707432,0.0003122863,0.0004133158,0.00000824909,0.0005876296],"genre_scores_gemma":[0.02924546,0.9681337,0.001072448,0.0005908678,0.00008267565,0.0004484342,0.0002634061,0.000004675116,0.0001582849],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01785733,"threshold_uncertainty_score":0.0658986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05180080468712064,"score_gpt":0.376586228789229,"score_spread":0.3247854241021084,"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."}}