{"id":"W2738442698","doi":"10.3138/jcfs.46.4.483","title":"Family Complexity in Rural South Africa: Examining Dynamism in Children’s Living Arrangement and the Role of Kin","year":2015,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dynamism; Variation (astronomy); Demography; Life course approach; Nuclear family; Extended family; Sociology; Psychology; Developmental psychology","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":[0.001430687,0.0002117171,0.0002931296,0.002078315,0.001683572,0.001061852,0.0004630697,0.0003601651,0.00153344],"category_scores_gemma":[0.005333776,0.0003227601,0.0003050964,0.002545776,0.00161036,0.00130418,0.002318904,0.0006368688,0.00007341534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002178738,"about_ca_system_score_gemma":0.001056519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0576739,"about_ca_topic_score_gemma":0.1200961,"domain_scores_codex":[0.9992574,0.0002597181,0.00004992021,0.0001037922,0.0001213919,0.0002077636],"domain_scores_gemma":[0.9971203,0.000900156,0.001391881,0.000124601,0.0001635806,0.0002995498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004795074,0.00003663641,0.9469563,0.00003040201,0.00002742314,0.0002784191,0.04805643,0.000129687,0.000532635,0.0002891067,0.00005953532,0.003555454],"study_design_scores_gemma":[0.000001214598,0.00002003735,0.9767488,0.00001061331,0.000003489512,0.0001030592,0.02278292,0.00008604499,0.00002959733,0.00005243403,0.0001579463,0.000003867425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999773,0.00003603664,0.00001598284,0.00002573915,3.488526e-7,0.000002665697,0.00002186946,1.433173e-7,0.0001242416],"genre_scores_gemma":[0.9998339,0.00004903123,0.00003473335,0.000003592736,8.137642e-7,0.000005071888,0.00002805396,3.195075e-7,0.00004431906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0576739,"threshold_uncertainty_score":0.1146764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2049280839315838,"score_gpt":0.3552742805754936,"score_spread":0.1503461966439097,"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."}}