{"id":"W4247560766","doi":"10.4073/csr.2012.1","title":"Home‐based Child Development Interventions for Preschool Children from Socially Disadvantaged Families","year":2012,"lang":"en","type":"article","venue":"Campbell Systematic Reviews","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University Belfast","keywords":"Disadvantaged; Disadvantage; Psychological intervention; Child development; Developmental psychology; Psychology; Competence (human resources); Cognitive development; Early childhood; Cognition; Social psychology; Political science; Psychiatry","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":[0.004226373,0.0002755462,0.0009484094,0.0001193215,0.001070872,0.000162404,0.0004668525,0.0001168163,0.0003741149],"category_scores_gemma":[0.001601408,0.0002172496,0.0005126651,0.0002716279,0.00008196787,0.0004319379,0.00004574947,0.0001348045,0.0008179083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003251975,"about_ca_system_score_gemma":0.0005976029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001644347,"about_ca_topic_score_gemma":0.000414148,"domain_scores_codex":[0.9960902,0.001110025,0.001493545,0.0003052361,0.000457506,0.0005434972],"domain_scores_gemma":[0.9978539,0.0004986243,0.0007784762,0.0004027908,0.0001201601,0.0003460426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004132339,0.003229644,0.2400325,0.1747703,0.002174334,8.243402e-7,0.4441517,0.00001012423,0.00003746229,0.04120376,0.06184139,0.03250668],"study_design_scores_gemma":[0.002775635,0.00008212858,0.2798534,0.1105843,0.001297442,0.000003896328,0.03110342,0.00001070652,0.0001981548,0.001344283,0.570074,0.00267262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2530503,0.3848265,0.1365276,0.008110656,0.01727368,0.1501619,0.0003256463,0.001499792,0.04822376],"genre_scores_gemma":[0.9071404,0.004866271,0.06312949,0.002310768,0.002792467,0.01164597,0.0007187414,0.0001236786,0.00727217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6540901,"threshold_uncertainty_score":0.9999601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0727769719797814,"score_gpt":0.3665228648189923,"score_spread":0.2937458928392109,"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."}}