{"id":"W7093388269","doi":"","title":"Numeracy and literacy attainment of children exposed to maternal incarceration and other adversities:A linked data study","year":2023,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Numeracy; Literacy; Educational attainment; Linked data; Data collection","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":[0.001099807,0.0003804501,0.0005870622,0.0023034,0.001523995,0.001765258,0.000954456,0.001105771,0.002202288],"category_scores_gemma":[0.006878652,0.0006927872,0.0009744949,0.00398303,0.0006045797,0.00131963,0.002244649,0.00207296,0.001012461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013475,"about_ca_system_score_gemma":0.001190425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05821635,"about_ca_topic_score_gemma":0.05101023,"domain_scores_codex":[0.9990155,0.0002520887,0.0001359782,0.0001725428,0.0001740224,0.0002499558],"domain_scores_gemma":[0.9948184,0.0008310745,0.00226108,0.0004812955,0.0007018019,0.000906395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007031218,0.0001779803,0.9979112,0.00001215259,0.00004882586,0.00007235439,0.0007973274,0.0000205874,0.00004814862,0.00003491796,0.0001446141,0.0006616873],"study_design_scores_gemma":[0.000004656855,0.00008341395,0.9980564,0.0000151913,0.00003397497,0.0001150757,0.001339502,0.0000457239,0.00003770317,0.00002506809,0.0002358631,0.000007512526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997839,0.00008385114,0.00003437666,0.00004520618,0.000005462589,0.00001189222,0.001432846,0.000003348542,0.0005439312],"genre_scores_gemma":[0.9969161,0.0002233658,0.00009176236,0.00005063005,0.000009953574,0.00005907027,0.001883579,0.000007902617,0.0007576365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05821635,"threshold_uncertainty_score":0.115755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09261602107587937,"score_gpt":0.375735058724313,"score_spread":0.2831190376484337,"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."}}