{"id":"W1545828174","doi":"10.3968/j.css.1923669720110702.029","title":"Causes of Ethical Erosion in Nigerian Universities","year":2011,"lang":"en","type":"article","venue":"Canadian social science","topic":"African Education and Politics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harassment; Humanities; Ethnology; Political science; Sociology; Philosophy; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004713275,0.0001997478,0.0003439788,0.002383957,0.009837126,0.005379687,0.0006250872,0.001846495,0.00484897],"category_scores_gemma":[0.01684145,0.0003814086,0.0002064018,0.00267589,0.008137215,0.001910523,0.006283694,0.00317145,0.0002067485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009237184,"about_ca_system_score_gemma":0.008332732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0124136,"about_ca_topic_score_gemma":0.01535697,"domain_scores_codex":[0.9930456,0.002760242,0.0004743803,0.0003640866,0.00193046,0.001425266],"domain_scores_gemma":[0.9826956,0.00552956,0.007314904,0.0006139392,0.002094129,0.001751965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001905541,0.0002075544,0.5267892,0.000421544,0.00004460512,0.008446626,0.2286535,0.0007442408,0.0009782967,0.1560251,0.007583022,0.06991583],"study_design_scores_gemma":[0.000040058,0.0001599875,0.3902956,0.00210079,0.00004222749,0.008534077,0.4435405,0.001397352,0.001431825,0.05262137,0.09971412,0.0001220765],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604602,0.003230188,0.0006115192,0.01136426,0.00007998828,0.00003733846,0.00002934058,0.000007810097,0.02417931],"genre_scores_gemma":[0.9983054,0.0004851879,0.00007382765,0.000214973,0.00001630092,0.000006163588,0.000004996579,0.000001690098,0.0008915039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9981535,"threshold_uncertainty_score":0.06702077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05358768511017604,"score_gpt":0.328912481773077,"score_spread":0.2753247966629009,"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."}}