{"id":"W1555121813","doi":"10.3138/jcfs.37.1.1","title":"Family Size, Family Type and Student Achievement: Cross-National Differences and the Role of Socioeconomic and School factors","year":2006,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"School Choice and Performance","field":"Social Sciences","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Psychology; Academic achievement; Demographic economics; Contrast (vision); Developmental psychology; Developing country; Demography; Social psychology; Sociology; Economics; Population; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008966936,0.0001522745,0.0005133967,0.0000674492,0.0006149813,0.0001393361,0.0001707575,0.00004383997,0.000005339892],"category_scores_gemma":[0.000122187,0.00009259245,0.00005256765,0.0001040571,0.001431779,0.0004108837,0.00008521881,0.0001976899,0.000002269777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006182941,"about_ca_system_score_gemma":0.0001467888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003582723,"about_ca_topic_score_gemma":0.0003238633,"domain_scores_codex":[0.9985821,0.0001932826,0.0004780179,0.0001300371,0.0004517588,0.0001648366],"domain_scores_gemma":[0.9976069,0.001133499,0.0004796347,0.00004841999,0.0006658426,0.00006575332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001508489,0.000045867,0.9822101,0.000008525243,0.0002657528,3.068267e-7,0.01238534,0.00002136647,0.000378629,0.003430718,0.001025943,0.00007660694],"study_design_scores_gemma":[0.001043134,0.0001417006,0.9118291,0.00002962654,0.00004429562,5.354278e-7,0.0778645,0.00001238442,0.00002936322,0.006462409,0.002450439,0.00009249564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542751,0.04110747,0.000001815567,0.0003320106,0.0001922942,0.000143189,0.00000965569,0.000004367207,0.003934107],"genre_scores_gemma":[0.9903658,0.008909201,0.00005629638,0.0001597563,0.0002950484,0.000003651502,3.194023e-7,0.0000036718,0.0002062697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07038098,"threshold_uncertainty_score":0.5275451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06348967262860063,"score_gpt":0.3860164236489259,"score_spread":0.3225267510203253,"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."}}