{"id":"W1186980370","doi":"","title":"Ujamaa: Planning and Managing Development Schemes in Africa, Tanzania as a Case Study","year":2015,"lang":"en","type":"article","venue":"The Journal of Pan-African Studies","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Tanzania; Economic growth; Political science; Structural adjustment; Sociology; Public administration; Economics; Socioeconomics; Law","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":[0.001417504,0.0002142797,0.0001619002,0.001055415,0.005309442,0.00242507,0.001032885,0.001286794,0.004473378],"category_scores_gemma":[0.001920901,0.0002267751,0.0001581579,0.002248756,0.002644788,0.001394656,0.002016782,0.001037095,0.0002367808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004052802,"about_ca_system_score_gemma":0.003972779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01497909,"about_ca_topic_score_gemma":0.04176447,"domain_scores_codex":[0.999144,0.0004689006,0.00003449187,0.00003289608,0.00009333582,0.0002263448],"domain_scores_gemma":[0.999076,0.0004179139,0.0001326391,0.00003336027,0.0000650961,0.0002748514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001724345,0.001396367,0.05605403,0.001693827,0.00002540268,0.05760473,0.5607375,0.003599935,0.004783861,0.1373173,0.01842532,0.1581893],"study_design_scores_gemma":[0.00003183839,0.0005359617,0.06034718,0.001447348,0.00002505065,0.0065761,0.6945515,0.002089761,0.001054709,0.004992153,0.2283042,0.00004416438],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9356412,0.003582199,0.001962995,0.004021744,0.00006870567,0.0005394192,0.0001366829,0.00003121447,0.0540159],"genre_scores_gemma":[0.9841612,0.001804371,0.004057567,0.0003132687,0.00001794413,0.0002631196,0.00007716978,0.000006637833,0.009298702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01497909,"threshold_uncertainty_score":0.02978379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1682918051239926,"score_gpt":0.3416219356033743,"score_spread":0.1733301304793816,"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."}}