{"id":"W2527797512","doi":"","title":"Teachers' cultural values and accountability in Nigeria","year":2016,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"African Education and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Accountability; Bureaucracy; Descriptive statistics; Variance (accounting); Significant difference; Psychology; Political science; Statistics; Accounting; Business; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001880221,0.0003357404,0.0005225861,0.001204874,0.002717605,0.000267041,0.001202917,0.0009172994,0.0002479918],"category_scores_gemma":[0.0008093397,0.0003740284,0.000190634,0.001355664,0.001518655,0.001093633,0.0002194918,0.001141285,0.00005518571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003633722,"about_ca_system_score_gemma":0.003957727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02737442,"about_ca_topic_score_gemma":0.02042679,"domain_scores_codex":[0.9934105,0.003169643,0.0002836422,0.0008921414,0.001258329,0.0009857232],"domain_scores_gemma":[0.9968246,0.0008202297,0.0002245874,0.0004666974,0.001046888,0.0006169681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01301792,0.001342821,0.02855885,0.000451867,0.00055871,0.001907098,0.7551953,0.000003477462,0.006313702,0.1200661,0.0663575,0.006226647],"study_design_scores_gemma":[0.001925206,0.0001262654,0.003508599,0.0001738575,0.0000746613,0.000002173819,0.4974796,0.000001171313,0.0004451087,0.001100132,0.4945532,0.0006100057],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6223772,0.00003992984,0.000001333621,0.0002792796,0.007622776,0.0005463558,0.00003437787,0.00008238079,0.3690163],"genre_scores_gemma":[0.530549,0.0004447856,0.00003943648,0.000007346847,0.005972737,6.784446e-7,0.00007559026,0.00002625681,0.4628842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4281957,"threshold_uncertainty_score":0.9998712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537560876833037,"score_gpt":0.3436519703974382,"score_spread":0.3082763616291079,"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."}}