{"id":"W4383058889","doi":"10.1080/26408066.2023.2231439","title":"Evidence-Informed Decision Making in Child Welfare: A Randomized Control Trial Evaluation","year":2023,"lang":"en","type":"article","venue":"Journal of Evidence-Based Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Welfare; Intervention (counseling); Randomized controlled trial; Attrition; Context (archaeology); Psychology; Foundation (evidence); Applied psychology; Service delivery framework; Control (management); Service (business); Medical education; Social psychology; Nursing; Medicine; Business; Political science; Management; Marketing; Economics","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":[0.02906859,0.002443995,0.006673185,0.001608593,0.001645974,0.002809121,0.002348913,0.00626616,0.01308713],"category_scores_gemma":[0.04358223,0.001237406,0.004773799,0.001571456,0.003567602,0.003373657,0.001805572,0.004307582,0.0009736403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002727377,"about_ca_system_score_gemma":0.006122355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002026981,"about_ca_topic_score_gemma":0.002866059,"domain_scores_codex":[0.970561,0.02192883,0.002662599,0.001835983,0.001878909,0.001132633],"domain_scores_gemma":[0.9735163,0.01690728,0.004044588,0.001724861,0.001916632,0.001890362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9293378,0.0184285,0.0006140528,0.01284343,0.003152199,0.00005979371,0.0002532787,0.0003608525,0.0004793134,0.0006677639,0.0008170453,0.03298599],"study_design_scores_gemma":[0.9452392,0.04938888,0.0006040021,0.001278333,0.001749687,0.00001520301,0.00007599237,0.0003564991,0.000192407,0.0003748634,0.0007046118,0.00002021035],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6357056,0.04119048,0.01141019,0.003538595,0.006088966,0.2931719,0.001593203,0.0007314348,0.006569574],"genre_scores_gemma":[0.6718311,0.009199842,0.02585324,0.001949905,0.001444058,0.286131,0.0004036665,0.00004841837,0.003138751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02906859,"threshold_uncertainty_score":0.1537312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1958529881056229,"score_gpt":0.4770085772636543,"score_spread":0.2811555891580314,"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."}}