{"id":"W2017496862","doi":"10.3390/socsci3030483","title":"Urgent Protection versus Chronic Need: Clarifying the Dual Mandate of Child Welfare Services across Canada","year":2014,"lang":"en","type":"article","venue":"Social Sciences","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université de Montréal; McGill University","funders":"","keywords":"Neglect; Child protection; Mandate; Harm; Child abuse; Welfare; Medicine; Psychology; Physical abuse; Psychiatry; Poison control; Injury prevention; Environmental health; Clinical psychology; Political science; Nursing; Social psychology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004235609,0.00007694874,0.00009767173,0.00001138408,0.001808408,0.00004607308,0.000253716,0.0000597446,0.0003393372],"category_scores_gemma":[0.000009326198,0.00005208864,0.0000437999,0.0002830309,0.0002494081,0.00007063533,0.00004597192,0.000149847,0.000009547976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005593687,"about_ca_system_score_gemma":0.00007275187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4351438,"about_ca_topic_score_gemma":0.8371902,"domain_scores_codex":[0.9990232,0.00008369656,0.0001298935,0.00019418,0.0002794809,0.0002895456],"domain_scores_gemma":[0.9997076,0.00002770485,0.0001099648,0.00009774175,0.00002487664,0.00003212968],"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":[0.0006558633,0.0003127572,0.01661457,0.0002739456,0.000567696,0.00001397465,0.1032311,0.0003737743,0.0002647805,0.1247998,0.005235628,0.7476561],"study_design_scores_gemma":[0.002320484,0.0004540521,0.4136021,0.00005419326,0.00005249302,0.000009912986,0.03988484,0.0002148937,0.0005937847,0.0002898507,0.5421385,0.0003848746],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649076,0.0001815568,0.000004957606,0.0133751,0.001878646,0.0001826753,0.00001451065,0.00002073706,0.01943418],"genre_scores_gemma":[0.9990905,0.000003612829,0.000001585361,0.000253869,0.0005932671,0.00001331186,0.000002078681,0.000003996141,0.00003780767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7472712,"threshold_uncertainty_score":0.9994911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03028509645992754,"score_gpt":0.3148101075089198,"score_spread":0.2845250110489922,"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."}}