{"id":"W2907437515","doi":"10.5539/jel.v8n1p131","title":"Evaluation of Education Students with Intellectual Disability in Saudi Arabia","year":2018,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Intellectual disability; Medical education; Sample (material); Special education; Pedagogy; 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":[0.005285699,0.00005453941,0.0001041188,0.0001441173,0.0001688393,0.00005023815,0.0001147242,0.00003770136,0.0003203265],"category_scores_gemma":[0.002874605,0.00004872744,0.00001959385,0.0003411867,0.0002547465,0.0003678152,0.00001094436,0.0001824483,0.000003474768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004983381,"about_ca_system_score_gemma":0.001936144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008448679,"about_ca_topic_score_gemma":0.001625366,"domain_scores_codex":[0.9978959,0.0008344412,0.0003127973,0.00009201543,0.0007729512,0.000091928],"domain_scores_gemma":[0.997973,0.0001731367,0.0004248561,0.00006054336,0.001301207,0.00006725066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000395103,0.001657782,0.7081981,0.0000135023,0.00001671991,1.43847e-8,0.1516843,0.0000425523,0.0002730689,0.0001946938,0.0004748385,0.1374049],"study_design_scores_gemma":[0.0002861021,0.0002873582,0.7902939,0.000243988,0.00006465203,0.000002571532,0.2022815,0.00006692166,0.000217366,0.0009621616,0.005220345,0.00007313766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935932,0.0002987277,0.00004051422,0.0004544956,0.0008659635,0.0001669974,1.075591e-7,0.000002885354,0.00457714],"genre_scores_gemma":[0.9987411,0.00008491983,0.0003625018,0.00004402366,0.000436406,0.000007825341,0.000002667906,0.0000040588,0.0003164294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1373318,"threshold_uncertainty_score":0.3507351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08238470977191938,"score_gpt":0.448775124314089,"score_spread":0.3663904145421696,"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."}}