{"id":"W3010311123","doi":"10.5430/jct.v9n1p86","title":"Teacher Education in Ghana: Policies and Practices","year":2020,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"School Choice and Performance","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enthusiasm; Restructuring; Teacher education; Affect (linguistics); Teacher preparation; Professional development; Political science; Pedagogy; Economic growth; Sociology; Psychology; Economics","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":[0.000807739,0.0000431732,0.00009501974,0.00005945927,0.0001777642,0.0001067672,0.00006882275,0.00003391788,0.00001374717],"category_scores_gemma":[0.001024235,0.00003400616,0.00001714446,0.00006156223,0.0000329772,0.0008355377,0.000014656,0.0003462999,0.000001056684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001719426,"about_ca_system_score_gemma":0.0001595197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002345536,"about_ca_topic_score_gemma":0.0006480457,"domain_scores_codex":[0.9994107,0.0001404296,0.0001539498,0.00005454626,0.0001473704,0.00009297777],"domain_scores_gemma":[0.9994618,0.00006488288,0.0003081268,0.00001996922,0.00003430113,0.0001108871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006914975,0.00006398649,0.9009892,0.00001693774,0.000005510284,0.000002194022,0.04099086,0.000001277125,0.00006215175,0.002280719,0.002718257,0.05286196],"study_design_scores_gemma":[0.0006486328,0.0002206539,0.3969761,0.0002671806,0.00005886807,0.0000536351,0.3300517,0.0002782964,0.00002171968,0.0007866218,0.2703909,0.0002456934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706249,0.001745653,0.00001142805,0.0169358,0.0001103219,0.00003019419,1.137756e-7,0.000004211769,0.01053741],"genre_scores_gemma":[0.9970313,0.0004142891,0.0003764302,0.0006644347,0.001418475,4.05831e-7,1.06631e-7,0.000002400588,0.00009220022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5040131,"threshold_uncertainty_score":0.3545764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02859141633113835,"score_gpt":0.3761648800771986,"score_spread":0.3475734637460602,"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."}}