{"id":"W2794936134","doi":"10.5539/ies.v11n4p92","title":"Curriculum Orientations and Educational Philosophies of High School Arabic Teachers","year":2018,"lang":"en","type":"article","venue":"International Education Studies","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Mathematics education; Arabic; Psychology; Humanism; Orientation (vector space); Descriptive statistics; Curriculum theory; Pedagogy; Curriculum development; Mathematics; Linguistics; Statistics; Geometry; 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":[0.0003234517,0.00008691303,0.0001150362,0.0002536093,0.0004406995,0.00005394966,0.000171684,0.00003875554,0.0009000425],"category_scores_gemma":[0.003740098,0.00008502286,0.00002932311,0.0003324372,0.000905381,0.0002672344,0.00004525442,0.00007448968,0.00009586722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002041618,"about_ca_system_score_gemma":0.0009306736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000716855,"about_ca_topic_score_gemma":0.0002158051,"domain_scores_codex":[0.9989312,0.00007413423,0.0002715314,0.0001963867,0.0004014243,0.0001253127],"domain_scores_gemma":[0.9966041,0.0001561845,0.0001172672,0.00008863621,0.0029285,0.0001053455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002677049,0.0002986617,0.08840097,0.000009404432,0.00008511087,3.786926e-8,0.03277112,3.052668e-7,0.00001714839,0.8533738,0.02081284,0.004227963],"study_design_scores_gemma":[0.000233128,0.00003941868,0.09868381,0.0001601454,0.0000396747,0.000002780319,0.1297399,0.0000025709,0.0001211863,0.5868381,0.1839112,0.0002280343],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8622867,0.0009368118,0.00007825022,0.09694088,0.009384808,0.0001575057,0.000006231378,0.00003675511,0.030172],"genre_scores_gemma":[0.9822925,0.0005946227,0.006141245,0.001064076,0.001434657,0.00009356774,0.00001965705,0.000006093348,0.008353594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2665356,"threshold_uncertainty_score":0.9854834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05153280757476046,"score_gpt":0.437562659590666,"score_spread":0.3860298520159055,"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."}}