{"id":"W4394847021","doi":"10.1016/j.chipro.2024.100025","title":"Considerations for child protection and practice: What is child protection now?","year":2024,"lang":"en","type":"article","venue":"Child Protection and Practice","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Child protection; Convention on the Rights of the Child; Accountability; Political science; Economic growth; Human rights; Child rights; Public relations; Medicine; Law; Economics","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001797896,0.0004651852,0.0003420525,0.000401803,0.002044758,0.001599426,0.00008043835,0.0004859081,0.0006794265],"category_scores_gemma":[0.002006673,0.0004503469,0.0001546225,0.0005529225,0.0001654249,0.00414852,0.0000569752,0.001570075,0.0003109724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000888176,"about_ca_system_score_gemma":0.00006807494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000347247,"about_ca_topic_score_gemma":0.0001140358,"domain_scores_codex":[0.9966248,0.0007928787,0.0005745691,0.001221127,0.0003201317,0.0004664926],"domain_scores_gemma":[0.9975406,0.001087801,0.0003672437,0.0004907059,0.0003129614,0.0002006686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009851969,0.002458754,0.00001633179,0.002120065,0.003428723,0.0001518163,0.04401797,0.00004749063,0.002047957,0.06157816,0.01747622,0.8568045],"study_design_scores_gemma":[0.002272326,0.001087968,0.0008012997,0.0008616574,0.0005825831,0.01946397,0.004886142,0.0006196539,0.001487721,0.002916068,0.9643514,0.0006692394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005170977,0.03779902,0.05891996,0.70407,0.009459075,0.02477023,0.0001423396,0.002000422,0.1576679],"genre_scores_gemma":[0.9707912,0.005603837,0.00189975,0.01049122,0.003294617,0.005200936,0.00003747276,0.0001994516,0.002481465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9656203,"threshold_uncertainty_score":0.9997948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0596638198787984,"score_gpt":0.3538508599074758,"score_spread":0.2941870400286773,"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."}}