{"id":"W333903226","doi":"","title":"Advancing 21st-Century Child Welfare through Community Building","year":2005,"lang":"en","type":"article","venue":"Child welfare","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mandate; Welfare; Context (archaeology); Public relations; Population; Family preservation; Social work; Social Welfare; Political science; Extended family; Economic growth; Sociology; Medicine; Law; Economics; Geography; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009053678,0.0003828344,0.0003962094,0.0001245063,0.01292621,0.0002216364,0.0008583415,0.0002914525,0.00127404],"category_scores_gemma":[0.0003126853,0.0003971197,0.000284386,0.0006276371,0.0003009927,0.001235245,0.0002635822,0.001273257,0.0001125664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004186895,"about_ca_system_score_gemma":0.0000374636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003671786,"about_ca_topic_score_gemma":0.007930297,"domain_scores_codex":[0.9968463,0.0005494778,0.0004844688,0.0004722107,0.0006682846,0.0009792667],"domain_scores_gemma":[0.9985042,0.00008359188,0.0002282735,0.0007389999,0.0001454453,0.0002994641],"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":[0.00005651859,0.0009030448,0.00460395,0.0001309752,0.0001311386,0.0000168205,0.04452267,0.0006436778,0.00005452873,0.7490622,0.002567742,0.1973068],"study_design_scores_gemma":[0.0005856825,0.00004064137,0.0145932,0.0001870239,0.00003971189,0.00001818119,0.02172952,0.00001112101,0.0001945503,0.0003552461,0.9617413,0.0005038159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1256046,0.003470366,0.0002865455,0.2122569,0.001197398,0.0008304188,0.00007762668,0.0009578104,0.6553184],"genre_scores_gemma":[0.9926843,0.001615259,0.001174112,0.002117893,0.002120366,0.00002027761,0.0001072382,0.0000601436,0.0001004061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9591736,"threshold_uncertainty_score":0.9998481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123654208841058,"score_gpt":0.2834133024028987,"score_spread":0.2710478815187929,"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."}}