{"id":"W4411668603","doi":"10.1111/dech.70005","title":"Rereading Ujamaa, Rethinking Freedom","year":2025,"lang":"en","type":"article","venue":"Development and Change","topic":"African history and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Conceptualization; Tanzania; Sociology; Sovereignty; Epistemology; Colonialism; Social science; Political science; Law; Philosophy; Socioeconomics","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":[0.004332555,0.0003633256,0.0003291031,0.001383857,0.008065756,0.006075895,0.0005606279,0.001571236,0.00146874],"category_scores_gemma":[0.00446722,0.0002923746,0.000187333,0.0009386261,0.03521011,0.007267548,0.004959842,0.004125555,0.0001315968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006095748,"about_ca_system_score_gemma":0.003308071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01323631,"about_ca_topic_score_gemma":0.02767612,"domain_scores_codex":[0.9981178,0.001295857,0.00004649972,0.0001099264,0.0001481876,0.0002817473],"domain_scores_gemma":[0.9969527,0.002316706,0.0001976707,0.000193828,0.0001965706,0.0001426302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003144705,0.00001030285,0.0007783616,0.00009100859,0.000003725908,0.0005262458,0.3930638,0.0001315781,0.0009772874,0.5934402,0.002385666,0.008560399],"study_design_scores_gemma":[0.00001760323,0.000104213,0.004090266,0.0009738056,0.00002350033,0.0007534958,0.3057715,0.0008509904,0.002123827,0.1758772,0.5093378,0.00007570915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6833115,0.0321015,0.01242996,0.07901496,0.00373358,0.00005442697,0.00005208224,0.00007544606,0.1892265],"genre_scores_gemma":[0.9926524,0.001384262,0.0007308826,0.000967957,0.0001377257,0.000009125605,0.000004130654,0.00001621165,0.004097267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01323631,"threshold_uncertainty_score":0.04422796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06471096009269073,"score_gpt":0.2906345949860303,"score_spread":0.2259236348933396,"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."}}