{"id":"W4310230630","doi":"10.5539/ies.v15n6p136","title":"Impact of Social Class Background on General Cognitive Ability","year":2022,"lang":"en","type":"article","venue":"International Education Studies","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social class; Disadvantaged; Psychology; Socioeconomic status; Cognition; Life chances; Developmental psychology; Cognitive development; Social psychology; Sociology; Demography; Population; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000999755,0.0002902109,0.000281405,0.00109549,0.0006118235,0.001273024,0.0003665036,0.0003293015,0.005497423],"category_scores_gemma":[0.00478957,0.00009563581,0.0005285058,0.0008252253,0.0007177055,0.0005115148,0.001106585,0.0005766189,0.0003356223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006934504,"about_ca_system_score_gemma":0.0005019239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02024537,"about_ca_topic_score_gemma":0.02312716,"domain_scores_codex":[0.9988588,0.0003222486,0.00003880184,0.0002074107,0.000256151,0.0003165671],"domain_scores_gemma":[0.9961261,0.001569889,0.0008039939,0.0002567023,0.0002744732,0.0009688685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001920428,0.0001566439,0.9802828,0.00003228513,0.0001999906,0.0002407936,0.0006725761,0.0001206042,0.0003319933,0.0007564443,0.0002707525,0.01674314],"study_design_scores_gemma":[0.000001382422,0.00006051191,0.9992402,0.000009581032,0.00002262897,0.00003430963,0.0001524512,0.00003884443,0.00003824953,0.0001218764,0.000277712,0.000002320278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884217,0.001463685,0.0001207298,0.0004216204,0.00003069331,0.000006829579,0.0003485192,0.000006030548,0.009180347],"genre_scores_gemma":[0.9986005,0.0003574874,0.00004592368,0.00003971169,0.00002015623,0.000003428653,0.000115835,0.000003004259,0.0008138354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02024537,"threshold_uncertainty_score":0.04025507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09410085015497002,"score_gpt":0.4808833300905535,"score_spread":0.3867824799355835,"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."}}