{"id":"W2337881323","doi":"10.1177/1049731515605185","title":"The Manifest and Latent Functions of Differential Response in Child Welfare","year":2015,"lang":"en","type":"article","venue":"Research on Social Work Practice","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fidelity; Recidivism; Welfare; Psychology; Coding (social sciences); Child protection; Social work; Milestone; Social Welfare; Actuarial science; Social psychology; Applied psychology; Developmental psychology; Clinical psychology; Medicine; Political science; Computer science; Statistics; Business; Law; Nursing","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":[0.03741149,0.0004858618,0.000531683,0.002831266,0.001612204,0.003409195,0.001370098,0.001007706,0.004834115],"category_scores_gemma":[0.1059686,0.0005868554,0.00115869,0.002859056,0.009933469,0.003858262,0.004998007,0.002796033,0.0003351459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004958004,"about_ca_system_score_gemma":0.002451019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009617174,"about_ca_topic_score_gemma":0.006297438,"domain_scores_codex":[0.9354101,0.05077759,0.002227672,0.004333915,0.005211261,0.002039511],"domain_scores_gemma":[0.8693979,0.08839181,0.01866023,0.01801391,0.004102994,0.001433184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002872504,0.0009419306,0.8220035,0.0001995485,0.0003466984,0.0002590574,0.03461289,0.002318415,0.0007922159,0.08224767,0.0004762731,0.05551456],"study_design_scores_gemma":[0.00005198124,0.0005264619,0.8838708,0.0003989173,0.0001514067,0.0004158091,0.02068945,0.02799877,0.0009911687,0.06253675,0.002244016,0.0001244443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585075,0.0002745246,0.0294315,0.001346088,0.0000268356,0.0004356247,0.0003072007,0.00007561995,0.009595153],"genre_scores_gemma":[0.9954126,0.00005635344,0.003817566,0.00002401079,0.000006465604,0.0002412994,0.00009738989,0.00001058651,0.0003337467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03741149,"threshold_uncertainty_score":0.1978533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1680263494418823,"score_gpt":0.4547994202877162,"score_spread":0.2867730708458339,"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."}}