{"id":"W2344020739","doi":"10.5539/ies.v9n5p124","title":"The Effect of Peer Teaching on Mathematics Academic Achievement of the Undergraduate Students in Oman","year":2016,"lang":"en","type":"article","venue":"International Education Studies","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Academic achievement; Curriculum; Class (philosophy); Test (biology); Achievement test; Teaching method; Psychology; Mathematics; Pedagogy; Standardized test; Computer 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":[0.002086508,0.00006245686,0.00009633441,0.00005458799,0.0002338615,0.00001577043,0.0004742409,0.00002576866,0.000008809298],"category_scores_gemma":[0.005514548,0.00002862652,0.00004213112,0.00008679285,0.0002444726,0.00005271195,0.00008601952,0.0001123327,0.000009100512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002643905,"about_ca_system_score_gemma":0.0001386356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006923631,"about_ca_topic_score_gemma":0.0001115759,"domain_scores_codex":[0.9983596,0.0002401586,0.0003005394,0.00009071753,0.0009116451,0.00009733707],"domain_scores_gemma":[0.9978322,0.00148109,0.0001594054,0.000105907,0.0004022747,0.00001905843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001982125,0.000324418,0.3451472,0.00002613686,0.0001584882,4.480662e-8,0.03929689,0.000002241693,0.00015116,0.5813181,0.006081642,0.02747389],"study_design_scores_gemma":[0.001036406,0.0001519239,0.4914446,0.002345258,0.00005223089,6.041141e-7,0.06577248,0.000002991251,0.004994649,0.2824705,0.1514776,0.0002507098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8745462,0.0001044653,0.00002293607,0.1174786,0.002645821,0.0001957179,0.000001400085,0.000006557613,0.004998326],"genre_scores_gemma":[0.9886061,0.0002479011,0.0001169777,0.0002398526,0.00007868353,0.00006096483,4.061661e-7,0.000003605885,0.01064553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2988476,"threshold_uncertainty_score":0.6601827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0470759256189287,"score_gpt":0.4646074854678539,"score_spread":0.4175315598489252,"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."}}