{"id":"W2169823067","doi":"10.3138/jcfs.45.4.559","title":"Households in Contemporary Southeast Asia","year":2014,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Southeast asia; Geography; Diversity (politics); Socioeconomics; Survey data collection; Development economics; Economic growth; Demographic economics; Economic geography; Sociology; Ethnology; Economics; Anthropology","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":[0.001494056,0.0001168143,0.0005217398,0.0001809095,0.0002172328,0.0000420955,0.0002434764,0.00004258402,0.000005211577],"category_scores_gemma":[0.00009669955,0.00008422945,0.0001139685,0.000357076,0.0004613019,0.0002472019,0.00003345588,0.0002065472,0.000006482883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002974908,"about_ca_system_score_gemma":0.0001315408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001151327,"about_ca_topic_score_gemma":0.001387852,"domain_scores_codex":[0.9982486,0.0005779591,0.0004549448,0.0001080326,0.0004167493,0.0001936659],"domain_scores_gemma":[0.9988477,0.000362477,0.0003486423,0.00007125921,0.0002880232,0.000081914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000238269,0.0003809259,0.4954596,0.00002677522,0.0007567089,0.00003240669,0.3258383,0.0001087516,0.0001145001,0.09578095,0.07293676,0.008326073],"study_design_scores_gemma":[0.0007549242,0.0002760875,0.5202541,0.000117294,0.00001815871,0.000001674119,0.3766769,0.000008209786,0.00001359795,0.01406478,0.08766316,0.0001510299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8026479,0.01130048,0.0001514269,0.001560547,0.0006383769,0.00008069165,0.000002858403,0.00001613465,0.1836015],"genre_scores_gemma":[0.998611,0.0005719477,0.0001948829,0.00008607427,0.0002584809,0.000002661975,1.687073e-7,0.000003681557,0.0002710689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1959631,"threshold_uncertainty_score":0.3434777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3097575414858894,"score_gpt":0.4162091971800493,"score_spread":0.1064516556941599,"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."}}