{"id":"W4407712390","doi":"10.1016/j.chipro.2025.100121","title":"How can we talk about child protection without talking about child protection?","year":2025,"lang":"en","type":"article","venue":"Child Protection and Practice","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Caring Futures Institute, Flinders University","keywords":"Child protection; Psychology; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02441083,0.001103854,0.001250303,0.002096778,0.01781249,0.01656624,0.003771218,0.01030846,0.008941389],"category_scores_gemma":[0.05819763,0.0008598787,0.001503533,0.001497813,0.0584854,0.03760068,0.01440485,0.02959041,0.004806841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008155169,"about_ca_system_score_gemma":0.009286785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01492969,"about_ca_topic_score_gemma":0.01196094,"domain_scores_codex":[0.9703264,0.02339548,0.0006643597,0.001194177,0.00244167,0.001977953],"domain_scores_gemma":[0.9673071,0.02011109,0.002523596,0.00155411,0.002867207,0.005636921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009088019,0.0001184288,0.002786433,0.00152726,0.00005650833,0.001907019,0.5863444,0.00009969801,0.0004576518,0.1296451,0.1611005,0.1158661],"study_design_scores_gemma":[0.00002517915,0.00007684354,0.001370676,0.00645514,0.00003476267,0.002738559,0.3839458,0.0000999394,0.0002670042,0.05288773,0.5519705,0.0001277457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008444292,0.0465424,0.005804192,0.883242,0.01493242,0.00006622807,0.00005960887,0.0001594808,0.04074948],"genre_scores_gemma":[0.3328584,0.1279411,0.01628578,0.4755321,0.01158395,0.0008496282,0.0001929673,0.0007974252,0.03395872],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02441083,"threshold_uncertainty_score":0.1290984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248140203464114,"score_gpt":0.2997127699622769,"score_spread":0.2772313679276358,"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."}}