{"id":"W2157977769","doi":"10.1002/car.2262","title":"Factors Influencing the Uptake of Research Evidence in Child Welfare: A Synthesis of Findings from Australia, Canada and Ireland","year":2013,"lang":"en","type":"article","venue":"Child Abuse Review","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Carleton University; Public Health Agency of Canada","funders":"","keywords":"Context (archaeology); Procurement; Public relations; Welfare; Intervention (counseling); Politics; Political science; Sociology; Medicine; Business; Nursing; Marketing; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001952483,0.00008220944,0.0002770376,0.00004321004,0.0005445593,0.0000385118,0.000312132,0.00005629955,0.001345074],"category_scores_gemma":[0.006767421,0.00005652696,0.00004162308,0.0009531286,0.0002481137,0.000253502,0.00002727538,0.0003054022,0.000007292985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001024557,"about_ca_system_score_gemma":0.0002608167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8811161,"about_ca_topic_score_gemma":0.711957,"domain_scores_codex":[0.9981483,0.0006360211,0.0003688214,0.0001593741,0.0004771068,0.0002103514],"domain_scores_gemma":[0.9967588,0.002619786,0.0001732819,0.0002068431,0.0001514392,0.00008983537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001623984,0.0001691246,0.7714099,0.003193422,0.000177656,0.000004219852,0.1414052,0.000001605357,0.00002480273,0.01206049,0.01732853,0.05420885],"study_design_scores_gemma":[0.00003734685,0.000005174068,0.7555512,0.00614855,0.00003697528,4.186421e-7,0.01041122,1.617539e-7,0.00004718925,0.000084711,0.227593,0.00008400771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9178757,0.04006214,4.209452e-8,0.04004952,0.00008542313,0.0005393929,0.000005506411,0.000004203892,0.001378088],"genre_scores_gemma":[0.9299493,0.06968724,0.000009842642,0.0001921594,0.00003479072,0.00003073328,8.034801e-7,0.000004708661,0.00009045719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2102645,"threshold_uncertainty_score":0.9995678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1256307092030868,"score_gpt":0.3974452422513886,"score_spread":0.2718145330483017,"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."}}