{"id":"W3088511030","doi":"10.5539/ies.v13n10p35","title":"Effect of Curriculum Change on TIMSS Achievement in Bahrain","year":2020,"lang":"en","type":"article","venue":"International Education Studies","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Curriculum; Academic achievement; Achievement test; Numeracy; Psychology; Christian ministry; Affect (linguistics); Pedagogy; Standardized test; Political science","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":[0.000962251,0.0002100124,0.000215635,0.0004674443,0.0008004355,0.0009453403,0.0003628339,0.0003104687,0.001668767],"category_scores_gemma":[0.004990751,0.00009729986,0.0002164908,0.0007478077,0.0004290753,0.0003061441,0.0008057649,0.0006003813,0.0002056946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002033781,"about_ca_system_score_gemma":0.002286208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04027021,"about_ca_topic_score_gemma":0.06441855,"domain_scores_codex":[0.9992292,0.0002259391,0.00004702254,0.00008074411,0.0001908413,0.0002262457],"domain_scores_gemma":[0.9977574,0.0004997653,0.0008634601,0.00008096089,0.000342429,0.000455968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008930276,0.002686015,0.886875,0.0001830263,0.00008252214,0.0004594171,0.01581425,0.001067116,0.004832747,0.001281257,0.001259553,0.08456615],"study_design_scores_gemma":[0.000007882322,0.0006633376,0.9928039,0.00001947401,0.00001680361,0.00001860604,0.003494614,0.0002365128,0.0009572873,0.00006133712,0.001714075,0.000006290344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991143,0.00005687452,0.0000181706,0.0000955258,0.000006478221,0.000004830652,0.00002818139,0.000003899964,0.0006717116],"genre_scores_gemma":[0.999307,0.00005896,0.00004614158,0.00002127184,0.000004194822,0.000008093077,0.00003795155,0.00000102651,0.0005153861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04027021,"threshold_uncertainty_score":0.08007163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176883689816736,"score_gpt":0.4891965976979047,"score_spread":0.3715082287162312,"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."}}