{"id":"W2008878529","doi":"10.1038/npre.2010.4679.1","title":"Cognitive Sciences and Child Poverty: Facts and Challenges","year":2010,"lang":"en","type":"preprint","venue":"Nature Precedings","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Poverty; Neurocognitive; Context (archaeology); Inequality; Cognition; Ideology; Psychological intervention; Child poverty; Positive economics; Sociology; Psychology; Epistemology; Political science; Politics","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":[0.01180228,0.0004894707,0.001277313,0.003553655,0.003056376,0.008717167,0.001576985,0.005634591,0.00679675],"category_scores_gemma":[0.01992838,0.0002236792,0.0003477719,0.003093912,0.02947337,0.01301338,0.007324071,0.009236358,0.0007012455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002832343,"about_ca_system_score_gemma":0.002470425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003726571,"about_ca_topic_score_gemma":0.003493564,"domain_scores_codex":[0.9961851,0.002380776,0.0001679928,0.0003494883,0.0007072247,0.0002093657],"domain_scores_gemma":[0.9515971,0.04180286,0.001394908,0.001550458,0.002648423,0.001006127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004665156,0.0000543608,0.002170975,0.0006051314,0.00003918397,0.0003402381,0.005001728,0.0005726629,0.0001046534,0.9056088,0.02387284,0.06158267],"study_design_scores_gemma":[0.000006230899,0.00001458306,0.001469011,0.0006456722,0.000006300722,0.0001528933,0.004776392,0.0002869207,0.00007224775,0.9420404,0.05051001,0.00001938748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01455752,0.166447,0.006200592,0.7745687,0.003829183,0.00001427305,0.0002139937,0.00003167197,0.03413724],"genre_scores_gemma":[0.6393351,0.2475129,0.01127492,0.06240523,0.02982451,0.0001478538,0.0002765339,0.00008370233,0.009139297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01180228,"threshold_uncertainty_score":0.06241721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0403843862152131,"score_gpt":0.3427572991642545,"score_spread":0.3023729129490414,"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."}}