{"id":"W4394804904","doi":"10.1080/0886571x.2024.2338761","title":"Critical Reflections on the Usefulness of <i>eConnect</i> to a Sample of Child and Youth Care Workers in South Africa","year":2024,"lang":"en","type":"article","venue":"Residential Treatment for Children & Youth","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Neglect; Situational ethics; Poverty; Psychology; Child care; Child abuse; Nursing; Child neglect; Medicine; Developmental psychology; Clinical psychology; Psychiatry; Suicide prevention; Poison control; Social psychology; Environmental health; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002200838,0.0002099041,0.0005031122,0.0002200145,0.0005174146,0.00003297476,0.0001281721,0.0001498029,0.00004666769],"category_scores_gemma":[0.0002958002,0.000142421,0.0001800642,0.0004454229,0.00009833439,0.00006186402,0.00006014777,0.0002026519,0.000007827068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425824,"about_ca_system_score_gemma":0.0001548549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007570168,"about_ca_topic_score_gemma":0.009415546,"domain_scores_codex":[0.9982975,0.0002506176,0.0004797236,0.0003676041,0.000204334,0.0004002625],"domain_scores_gemma":[0.9985921,0.0008514836,0.00007943242,0.0002711373,0.00009759343,0.0001082718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000378864,0.0001482934,0.03351109,0.0001912993,0.0001836168,0.000001111112,0.9524856,0.00002400474,0.000007919877,0.01245869,0.00001255491,0.0005970193],"study_design_scores_gemma":[0.00123305,0.0008401269,0.03375788,0.001380594,0.0004085167,1.366115e-7,0.960817,0.000003874089,0.000506183,0.0007755673,0.00006824908,0.0002087602],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909246,0.00114735,0.0001682609,0.0005493271,0.0003291274,0.00170594,0.003574266,0.00005469001,0.001546417],"genre_scores_gemma":[0.9991696,0.00004199197,0.00006821886,0.00003242664,0.0002336814,0.0002515925,0.0001234736,0.00004024962,0.00003872255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01168312,"threshold_uncertainty_score":0.9990385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09317553812246335,"score_gpt":0.3978014137479264,"score_spread":0.3046258756254631,"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."}}