{"id":"W4412408794","doi":"10.13169/dhaxalreeb.21.1.0017","title":"Reclaiming African Heritage","year":2025,"lang":"en","type":"article","venue":"Dhaxalreeb","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"History","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":[0.001550257,0.0003962782,0.0001836977,0.001040951,0.008641644,0.004848606,0.0005662587,0.001144367,0.006189692],"category_scores_gemma":[0.001920935,0.0001347295,0.0001120078,0.0008662505,0.01438718,0.003082099,0.00647034,0.001850528,0.000417888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003570314,"about_ca_system_score_gemma":0.004377407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009873695,"about_ca_topic_score_gemma":0.0291113,"domain_scores_codex":[0.9991863,0.0003838805,0.00002634648,0.00007447164,0.0001107975,0.0002182017],"domain_scores_gemma":[0.9995909,0.0001236479,0.00006236081,0.00009067381,0.00006878367,0.00006368478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000327736,0.00001924417,0.002548265,0.0001520788,0.000006028088,0.001084034,0.2175649,0.0001729224,0.001536162,0.6840633,0.009266887,0.08355352],"study_design_scores_gemma":[0.000005702115,0.00004098763,0.003469924,0.0006483417,0.00001098194,0.000662913,0.1684732,0.0001687323,0.000875503,0.04565079,0.7799822,0.00001079335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3870943,0.01862536,0.01072068,0.03132505,0.001017101,0.00009388854,0.00005890121,0.0000879826,0.5509768],"genre_scores_gemma":[0.9555706,0.003671198,0.002405213,0.001208931,0.0001020629,0.00002747642,0.00002030183,0.00003183681,0.03696236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009873695,"threshold_uncertainty_score":0.0259046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09062166905317463,"score_gpt":0.2420611377021335,"score_spread":0.1514394686489589,"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."}}