{"id":"W2916982625","doi":"10.5539/res.v11n1p175","title":"Monitoring and Evaluation on Effective Delivery of Social Studies for Improved Academic Performance","year":2019,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Educational Assessment and Pedagogy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Psychology; Monitoring and evaluation; Higher education; Mechanism (biology); Medical education; Service (business); Pedagogy; Public relations; Political science; Business; Medicine; Marketing","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":[0.002335855,0.00006772298,0.0002829776,0.00002736765,0.0001672835,0.000002240075,0.00006841613,0.00001264296,0.000003840418],"category_scores_gemma":[0.0003942094,0.00005353465,0.00004883916,0.00007905171,0.0001313951,0.00009218339,0.00004163632,0.00005403071,0.000004345162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005539376,"about_ca_system_score_gemma":0.00004919179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003328324,"about_ca_topic_score_gemma":0.000001347501,"domain_scores_codex":[0.9990274,0.0003690886,0.0002189559,0.000114733,0.0001827831,0.00008702648],"domain_scores_gemma":[0.9985121,0.0006024879,0.0002300296,0.00004470831,0.0005997888,0.00001089713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001019847,0.00009439053,0.05042246,0.03181472,0.001081058,7.720073e-8,0.07011445,0.000003072385,0.002577669,0.00638118,0.003155873,0.8342531],"study_design_scores_gemma":[0.001547751,0.001307469,0.8079573,0.03256823,0.001088125,2.770579e-7,0.08042373,0.00003009318,0.001013115,0.0006556551,0.07290054,0.0005077483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7763671,0.2177287,2.131254e-7,0.0005765355,0.0002983115,0.0008617734,0.000002648991,0.000004990165,0.004159754],"genre_scores_gemma":[0.6521398,0.3472992,0.00004052018,0.00004035208,0.0002544347,0.0000344396,8.725962e-7,0.000004003628,0.0001863624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8337453,"threshold_uncertainty_score":0.218308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1797930205346086,"score_gpt":0.5200564450518109,"score_spread":0.3402634245172023,"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."}}