{"id":"W3023942260","doi":"10.7202/1069074ar","title":"Ten Answers Every Child Welfare Agency Should Provide","year":2019,"lang":"en","type":"article","venue":"International Journal of Child and Adolescent Resilience","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada); McGill University; Children's Aid Society; University of Toronto","funders":"","keywords":"General partnership; Agency (philosophy); Welfare; Child protection; Accountability; Neglect; Public relations; Political science; Public administration; Economic growth; Sociology; Medicine; Nursing; Law; Economics; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002036179,0.0001722215,0.0002206273,0.0002151063,0.00009733181,0.00007518421,0.0005809841,0.00007954806,0.0009137766],"category_scores_gemma":[0.00003543492,0.0001344833,0.0001602587,0.00009509135,0.00008048311,0.0003154603,0.00007113716,0.0004985327,0.00008932958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004135755,"about_ca_system_score_gemma":0.00002649837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001014635,"about_ca_topic_score_gemma":0.000004876508,"domain_scores_codex":[0.9983971,0.00005025595,0.00046507,0.0002707288,0.000586036,0.0002308081],"domain_scores_gemma":[0.9991353,0.00002849088,0.0003216372,0.0001910683,0.0001818191,0.0001417328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002309556,0.002283569,0.6422011,0.0001307593,0.001004665,0.0009334768,0.004520544,0.0003582321,0.0007519897,0.02609104,0.02760496,0.2918102],"study_design_scores_gemma":[0.001586329,0.000175311,0.8587024,0.0007976241,0.00002652486,0.001285805,0.000417656,0.00001375714,0.0003119865,0.0001459767,0.1363402,0.0001963417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8869165,0.003119715,0.0001263781,0.03171719,0.003583836,0.0002768618,0.0000196102,0.00002734566,0.07421261],"genre_scores_gemma":[0.9948519,0.0003970416,0.00003887108,0.003289129,0.0006831236,0.000001049539,0.000003084447,0.00001445681,0.0007213503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2916138,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185166327324056,"score_gpt":0.2859846054779151,"score_spread":0.2741329422046745,"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."}}