{"id":"W3198147433","doi":"10.1111/capa.12430","title":"Child protection in British Columbia: Moving toward primary prevention","year":2021,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Legislature; Child protection; Political science; Order (exchange); Convention on the Rights of the Child; Law; Public administration; Human rights; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001906836,0.0000774562,0.0001287212,0.0001119895,0.0001867126,0.0005388417,0.00008666248,0.0001879589,0.00348453],"category_scores_gemma":[0.00007594677,0.0001547332,0.00005677985,0.0004489991,0.00002708334,0.0003249058,0.000009590023,0.0002597967,0.00007609957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003580871,"about_ca_system_score_gemma":0.001486914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08070785,"about_ca_topic_score_gemma":0.9938068,"domain_scores_codex":[0.9987447,0.0001161945,0.0002842195,0.00038187,0.0001222571,0.0003507074],"domain_scores_gemma":[0.9993567,0.00001034738,0.00007132112,0.0002208648,0.00008500864,0.0002557795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002943297,0.00106208,0.1448811,0.0001594925,0.0001875361,0.003296514,0.001071051,0.000001242286,0.0001373539,0.01907377,0.02167224,0.8084282],"study_design_scores_gemma":[0.0008783584,0.000118098,0.8838657,0.00009041113,0.00001236671,0.0009006936,0.0006533624,0.00001415247,0.00002799291,0.000625278,0.112566,0.0002476323],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263778,0.0002966276,0.0002795164,0.01128986,0.0006703816,0.0005592186,0.00004201369,0.00006841037,0.06041622],"genre_scores_gemma":[0.9938983,0.000009497831,0.0000633397,0.0005951584,0.0002328299,0.0001281651,0.0003908092,0.0000188345,0.004663106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.913099,"threshold_uncertainty_score":0.9974264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711015789613458,"score_gpt":0.2568111118746159,"score_spread":0.2297009539784813,"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."}}