{"id":"W4400885339","doi":"10.1080/15548732.2024.2382257","title":"Safeguarding children with disabilities: a life course perspective","year":2024,"lang":"en","type":"article","venue":"Journal of Public Child Welfare","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Life course approach; Safeguarding; Perspective (graphical); Psychology; Developmental psychology; Population; Medicine; Sociology; Demography; Nursing","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":[0.001641738,0.0004480285,0.0003766311,0.00227978,0.002245189,0.003086815,0.001139309,0.002151228,0.002696373],"category_scores_gemma":[0.004214429,0.0002334584,0.0004151589,0.0008413446,0.007798791,0.005256198,0.002813616,0.005217061,0.0002997778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004653241,"about_ca_system_score_gemma":0.003894116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097238,"about_ca_topic_score_gemma":0.02240559,"domain_scores_codex":[0.9989678,0.0005539231,0.00004354023,0.0000957806,0.0001125128,0.0002264476],"domain_scores_gemma":[0.9967934,0.001139679,0.0005555177,0.0001249857,0.0005322356,0.0008541296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000141522,0.0008572702,0.1550236,0.001604366,0.0001699589,0.00467453,0.07680001,0.001340451,0.001746533,0.578671,0.02384816,0.1551226],"study_design_scores_gemma":[0.00002060004,0.0006827874,0.2735822,0.006315186,0.0002470396,0.009942522,0.1737741,0.0007989429,0.001674856,0.2438752,0.2889604,0.0001262119],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2201559,0.222781,0.01192559,0.440662,0.002331457,0.0001143188,0.0007685721,0.00006780658,0.1011934],"genre_scores_gemma":[0.8368483,0.1364239,0.003095738,0.01776735,0.001240195,0.00008712382,0.0001829758,0.00003106978,0.004323303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01097238,"threshold_uncertainty_score":0.0337618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01952558675709454,"score_gpt":0.2983810604759953,"score_spread":0.2788554737189007,"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."}}