{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007139418,0.00006887258,0.0001278284,0.0001156214,0.00006446765,0.00001510525,0.0001899072,0.00002466008,0.0001041573],"category_scores_gemma":[0.002239137,0.00005976445,0.00003681321,0.0001597289,0.00006494598,0.00008277466,0.00003401125,0.00007763084,0.00002689085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001332623,"about_ca_system_score_gemma":0.00007509963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004707437,"about_ca_topic_score_gemma":0.00007662795,"domain_scores_codex":[0.9991347,0.000179656,0.0001925931,0.0001220076,0.0002926852,0.00007840795],"domain_scores_gemma":[0.9992914,0.0002352774,0.0001156668,0.00006285019,0.0002545535,0.00004024386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004339999,0.001281634,0.06914762,0.0001989478,0.000117794,6.409886e-7,0.2124719,0.000003089134,0.00007061663,0.5770278,0.04000205,0.09963452],"study_design_scores_gemma":[0.001530889,0.001563364,0.01719428,0.001667365,0.00007755515,0.000001063639,0.09937926,0.0004268693,0.006208402,0.05072863,0.8203385,0.000883789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8618492,0.0004872207,0.0003017063,0.08136436,0.002910344,0.0008101783,0.0000074141,0.0001280105,0.05214155],"genre_scores_gemma":[0.9970544,0.0001855006,0.0006662649,0.001216698,0.0003199548,0.0002191501,0.000006278212,0.000004746218,0.0003270373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7803365,"threshold_uncertainty_score":0.2680618,"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."}}