{"id":"W4210603132","doi":"10.46692/9781447315674.004","title":"Child protection: 40 years of learning but where next?","year":2022,"lang":"en","type":"other","venue":"","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01309634,0.001447547,0.002041963,0.002364977,0.01500661,0.01919882,0.002607178,0.02034223,0.03477827],"category_scores_gemma":[0.01833846,0.001141137,0.001018233,0.002021001,0.02498161,0.03722953,0.02516191,0.03891657,0.00980015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01356487,"about_ca_system_score_gemma":0.03080146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02109294,"about_ca_topic_score_gemma":0.03440718,"domain_scores_codex":[0.9875063,0.005137327,0.0005110095,0.001137792,0.002246326,0.003461309],"domain_scores_gemma":[0.9772071,0.005874057,0.0009216761,0.00121127,0.002453494,0.01233246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005707699,0.0002430312,0.001864253,0.001378735,0.00003571207,0.0009671155,0.02892008,0.0001004545,0.0001999774,0.05434727,0.6370193,0.274867],"study_design_scores_gemma":[0.000008773935,0.00007937858,0.001581729,0.00523413,0.000009466326,0.0008806213,0.03185167,0.00002447763,0.00005008856,0.03504076,0.9251905,0.00004841503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00125791,0.1303068,0.0003096123,0.8449309,0.009574571,0.00002065627,0.00004986993,0.00006069046,0.01348902],"genre_scores_gemma":[0.05967625,0.3803765,0.00276544,0.5078058,0.01539151,0.0002237243,0.0002557035,0.0001616397,0.03334352],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03477827,"threshold_uncertainty_score":0.1163449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211598322260478,"score_gpt":0.2634815454728991,"score_spread":0.2423217132468513,"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."}}