{"id":"W3132591082","doi":"","title":"Assessment of Childcare Workers’ Strength in Providing Care and Support to Vulnerable Children in Dar es Salaam, Tanzania: The Case of Kurasini National Children","year":2020,"lang":"en","type":"dissertation","venue":"The Open University of Tanzania Repository (The Open University of Tanzania)","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Hamburg; University of Connecticut; University of Toronto; Yale University","keywords":"Tanzania; Nonprobability sampling; Empowerment; Focus group; Government (linguistics); Welfare; Psychological intervention; Nursing; Social work; Human resources; Psychology; Medicine; Medical education; Business; Population; Socioeconomics; Economic growth; Political science; Environmental health; Sociology; Marketing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001384504,0.0003635375,0.0008776053,0.0002617507,0.00213839,0.0001411978,0.004553945,0.0002926305,0.0001719747],"category_scores_gemma":[0.0001034004,0.000333308,0.0002098924,0.001037368,0.0006825986,0.0007639226,0.0009604914,0.000676375,0.00000156076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005663318,"about_ca_system_score_gemma":0.003234587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1796751,"about_ca_topic_score_gemma":0.1450481,"domain_scores_codex":[0.9964913,0.00111342,0.0005360392,0.0006903002,0.0008075873,0.0003613703],"domain_scores_gemma":[0.9969191,0.0003279927,0.001286785,0.0006662893,0.0006341242,0.0001657312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002094019,0.001236641,0.4915162,0.000452339,0.001520724,0.0002481851,0.4640289,0.0007357863,0.0005395963,0.0260558,0.005815905,0.005755887],"study_design_scores_gemma":[0.001783298,0.000262452,0.5860407,0.0005916429,0.0003955832,0.00003375802,0.406569,0.00003322241,0.0003120214,0.000104278,0.003450816,0.0004231612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8828833,0.0002493768,0.000004829222,0.001472835,0.0002281511,0.003344824,0.0003609186,0.0000137621,0.111442],"genre_scores_gemma":[0.9947615,0.0002898864,0.0005156483,0.00004285429,0.00004666117,0.000001292924,0.0002560731,0.00002679693,0.004059275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1118782,"threshold_uncertainty_score":0.9999119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01276453797172596,"score_gpt":0.2785568487203399,"score_spread":0.2657923107486139,"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."}}