{"id":"W6912225986","doi":"10.5281/zenodo.15295339","title":"THE DICHOTOMY ABOUT TRADITION AND POLITICS: ASSESSING THE IMPACT OF TRADITIONAL LEADERS ON GHANAIAN DEMOCRACY","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"African cultural and philosophical studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Politics; Democracy; Political stability; Government (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005413278,0.0001299405,0.0002408449,0.001043671,0.001129928,0.002127143,0.0003390788,0.000376569,0.003281769],"category_scores_gemma":[0.01526443,0.0001049463,0.0001356505,0.001809674,0.002924648,0.00175726,0.00211962,0.0008589412,0.0001632031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002212194,"about_ca_system_score_gemma":0.00214435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002371171,"about_ca_topic_score_gemma":0.007461141,"domain_scores_codex":[0.9952356,0.003300718,0.0001918381,0.0001969984,0.0007724996,0.0003023289],"domain_scores_gemma":[0.9813161,0.01143189,0.005042229,0.0002962244,0.001191304,0.0007222068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003568025,0.0001164067,0.7454991,0.0006454503,0.00008223992,0.0007899335,0.1431519,0.0002026781,0.0009783244,0.01042213,0.0007620575,0.09699296],"study_design_scores_gemma":[0.00001947089,0.0002842219,0.7133651,0.001152788,0.00007996366,0.0004051364,0.2700281,0.0003833383,0.0005287446,0.003366484,0.01036901,0.00001769215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816526,0.002711462,0.0004621398,0.001109462,0.00002627262,0.00003107082,0.00003983246,0.000001432337,0.0139656],"genre_scores_gemma":[0.9990344,0.0005232224,0.0001230756,0.00004698397,0.000009532882,0.00001368453,0.00001201251,8.76757e-7,0.000236245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005413278,"threshold_uncertainty_score":0.02862847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09709678520200626,"score_gpt":0.3412100187491791,"score_spread":0.2441132335471728,"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."}}