{"id":"W4405887646","doi":"10.1921/swssr20242005","title":"The Irony of Child Protection: A qualitative analysis of social workers and police officers’ challenges in supporting the rights of victims of child marriage","year":2024,"lang":"en","type":"article","venue":"Social Work and Social Sciences Review","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Child protection; Welfare; Irony; Social work; Constitution; Battle; Criminology; Intervention (counseling); Political science; Sociology; Law; Public relations; Psychology; Medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005984066,0.0001277817,0.0007540282,0.0001103222,0.002861017,0.000006772529,0.0001786176,0.0001226696,0.00003337291],"category_scores_gemma":[0.0001239694,0.00006877394,0.0001871311,0.002727813,0.001739721,0.00007389247,0.00009758137,0.0004341741,4.655186e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004477723,"about_ca_system_score_gemma":0.00021543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000768952,"about_ca_topic_score_gemma":0.001306552,"domain_scores_codex":[0.99619,0.001885816,0.0009171979,0.0003015001,0.0003995281,0.0003060183],"domain_scores_gemma":[0.9983734,0.0005115317,0.0008790931,0.00007982328,0.0001279942,0.00002815511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000803599,0.0001230757,0.003648965,0.008808752,0.0004258392,2.509814e-7,0.8783073,7.617538e-7,0.000005555535,0.07327519,0.0004931037,0.03483079],"study_design_scores_gemma":[0.0004312493,0.0002212539,0.2911134,0.006603248,0.0009610188,5.332022e-7,0.6606047,0.00001455575,0.00000621416,0.004140811,0.0355929,0.0003101036],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.528416,0.1875101,0.00002022275,0.2631836,0.0006355909,0.004149871,0.00009123997,0.000033172,0.01596015],"genre_scores_gemma":[0.9866818,0.01274811,0.000006957773,0.0001513935,0.0002702572,0.00004252022,0.000001996003,0.000005676784,0.00009129661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4582658,"threshold_uncertainty_score":0.9984371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1590470229257653,"score_gpt":0.5013483941860475,"score_spread":0.3423013712602822,"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."}}