{"id":"W7112409024","doi":"","title":"Identifying Motivators for Retention of Service Workers in Youth Group Care Programs","year":2025,"lang":"","type":"article","venue":"ScholarWorks (Walden University)","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Workforce; Mentorship; Empowerment; Psychological resilience; Service (business); Qualitative research; Social work; Peer support","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"],"consensus_categories":[],"category_scores_codex":[0.0007451538,0.0002710066,0.0004013849,0.0009301401,0.0009171782,0.0002488764,0.0007510681,0.0005560666,0.0000300565],"category_scores_gemma":[0.00008910635,0.0003555173,0.0003490162,0.00588888,0.0002085585,0.001535711,0.0002602814,0.0006035634,0.000004142739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000770512,"about_ca_system_score_gemma":0.0003374072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006201706,"about_ca_topic_score_gemma":0.0161703,"domain_scores_codex":[0.9975067,0.0004029237,0.0004334098,0.0006738458,0.0004078031,0.0005753374],"domain_scores_gemma":[0.9985932,0.00009356853,0.0003476494,0.0003339667,0.0004930141,0.0001386562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001023625,0.0006629914,0.7534462,0.001650418,0.0004131705,0.00003153874,0.1022811,0.0004429529,0.0002334376,0.04400031,0.0001014599,0.09571284],"study_design_scores_gemma":[0.003493329,0.0001597084,0.09614046,0.005730985,0.0006994077,2.11479e-7,0.8831216,0.00008728087,0.00016393,0.001338619,0.008441481,0.0006229744],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853233,0.0008358528,0.001499742,0.0008372279,0.001204951,0.001625126,0.00004279673,0.00007399193,0.00855705],"genre_scores_gemma":[0.9968823,0.0002841779,0.000414701,0.00004604517,0.00009678962,0.000002373969,0.0001538004,0.00001755169,0.002102212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7808405,"threshold_uncertainty_score":0.9998897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03072214882768756,"score_gpt":0.2642645399884608,"score_spread":0.2335423911607733,"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."}}