{"id":"W4312748970","doi":"10.18357/ijcyfs132-3202221114","title":"CENTERING GRASSROOTS ACTORS IN NETWORKING FOR CHILD PROTECTION IN EAST AFRICA","year":2022,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrasource; University of Victoria","funders":"","keywords":"Grassroots; Tanzania; Political science; Public relations; Focus group; Work (physics); Narrative; Economic growth; Public administration; Sociology; Socioeconomics; Engineering; Politics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01145766,0.0002442419,0.0002250178,0.001275462,0.01350967,0.006720725,0.0008724374,0.001188072,0.004831143],"category_scores_gemma":[0.009820064,0.0003072476,0.0001346693,0.00119064,0.01210186,0.008708849,0.009619109,0.002056291,0.0001803605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007053185,"about_ca_system_score_gemma":0.0113345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007688543,"about_ca_topic_score_gemma":0.02749327,"domain_scores_codex":[0.991886,0.006126093,0.0001423303,0.0002457131,0.000322738,0.001277134],"domain_scores_gemma":[0.9887488,0.006950879,0.001502314,0.000273838,0.0003732799,0.00215087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004894923,0.00006580586,0.01555772,0.0007507904,0.00001210811,0.001424045,0.7935841,0.0001972521,0.0008574344,0.1320231,0.004166073,0.05131271],"study_design_scores_gemma":[0.0000174371,0.0001002765,0.01376303,0.002686461,0.00002527712,0.0004706919,0.7796291,0.0003081499,0.0005629599,0.02453535,0.1778688,0.0000324207],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.833381,0.011487,0.00620808,0.05870932,0.0004415283,0.0003047934,0.00006071335,0.0000249285,0.08938272],"genre_scores_gemma":[0.9911942,0.003168108,0.001850865,0.001494557,0.00004328988,0.00008587105,0.000009188344,0.000008467033,0.002145521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01350967,"threshold_uncertainty_score":0.06059456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1683021766276021,"score_gpt":0.4012221294984264,"score_spread":0.2329199528708243,"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."}}