{"id":"W4392913774","doi":"10.1007/978-3-031-40262-3_17","title":"Conclusion","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"African cultural and philosophical studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002985042,0.0004107955,0.0003091304,0.001115323,0.002352946,0.005490313,0.001603782,0.002077919,0.3434835],"category_scores_gemma":[0.01217355,0.0001430967,0.0005631303,0.0008105537,0.001382194,0.002956868,0.00246646,0.00206639,0.1013688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003232942,"about_ca_system_score_gemma":0.004353316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008799107,"about_ca_topic_score_gemma":0.01024704,"domain_scores_codex":[0.997491,0.0004495505,0.00006695674,0.0004574482,0.001121207,0.000413898],"domain_scores_gemma":[0.995384,0.0009532733,0.0001739563,0.0004638835,0.002392714,0.0006320323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001319286,0.00004969701,0.002219682,0.0003100135,0.00002222562,0.00018081,0.001123997,0.0001439474,0.0003765931,0.2228498,0.6783804,0.09421083],"study_design_scores_gemma":[0.00001574972,0.00001186423,0.001751305,0.0002828047,0.00001286325,0.00008213743,0.002437219,0.00006395204,0.0003744117,0.02816158,0.9667991,0.000006982993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00282418,0.0008730199,0.002980421,0.04865106,0.004925255,0.0001089737,0.001516489,0.0003041931,0.9378164],"genre_scores_gemma":[0.05843517,0.001093753,0.003078239,0.04874882,0.001520812,0.0001912469,0.002088889,0.0004136588,0.8844293],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6565165,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05999355546714834,"score_gpt":0.3096397248254288,"score_spread":0.2496461693582805,"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."}}