{"id":"W2982640009","doi":"10.5430/ijhe.v8n7p84","title":"A Teachers Perception on Localization of Curriculum with Emphasis on Social Studies Lesson","year":2019,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Contentment; Perception; Mathematics education; Psychology; Qualitative research; Pedagogy; Incentive; Social studies; Sociology; Social psychology; Social 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":[0.0004302555,0.00008208652,0.0001399692,0.0002202007,0.0001061695,0.00004545143,0.0002063002,0.00005723945,0.0005172262],"category_scores_gemma":[0.0001011617,0.00006551561,0.00006255668,0.0001663541,0.0001017884,0.0002107593,0.00000852022,0.0001290261,0.00004139474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006055116,"about_ca_system_score_gemma":0.000469226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006393455,"about_ca_topic_score_gemma":0.00001048324,"domain_scores_codex":[0.9984333,0.0001411713,0.000303961,0.0001088178,0.0009162374,0.00009653921],"domain_scores_gemma":[0.9981742,0.00008391957,0.0003356327,0.00005215245,0.001304803,0.00004927938],"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":[0.0004641468,0.004577032,0.1202122,0.00005719243,0.0007264091,0.000003664787,0.2466178,0.0005413638,0.0004122532,0.3633741,0.04405687,0.218957],"study_design_scores_gemma":[0.002002752,0.0009844367,0.3289058,0.001678052,0.0001328372,0.00001208155,0.1701374,0.00001657988,0.0005982449,0.01606584,0.4789426,0.0005234345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668718,0.00009480499,0.00008826365,0.01969602,0.004186914,0.0001192667,0.000001152492,0.00001147657,0.008930328],"genre_scores_gemma":[0.9946734,0.0001095727,0.000408083,0.001156216,0.000821757,0.000005755863,0.000006837533,0.000008115207,0.002810212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4348857,"threshold_uncertainty_score":0.5663264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03794187057925901,"score_gpt":0.416953333413715,"score_spread":0.379011462834456,"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."}}