{"id":"W1990358624","doi":"10.4054/demres.2014.30.60","title":"Three-generation family households in early childhood: Comparisons between the United States, the United Kingdom, and Australia","year":2014,"lang":"en","type":"article","venue":"Demographic Research","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Grandparent; Quarter (Canadian coin); Demography; Cohort; Early childhood; Longitudinal study; Cohort study; Millennium Cohort Study (United States); Geography; Medicine; Psychology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006406335,0.0001281857,0.0001472319,0.0005991477,0.001921016,0.0005375873,0.0005904289,0.0001419476,0.000007784191],"category_scores_gemma":[0.0002459977,0.000084302,0.00005833941,0.003273188,0.0009006068,0.0001170259,0.0001183707,0.0007871694,0.000006475134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005615132,"about_ca_system_score_gemma":0.00008684685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1281119,"about_ca_topic_score_gemma":0.07093877,"domain_scores_codex":[0.9962537,0.00159802,0.000278321,0.000287704,0.001008696,0.0005735931],"domain_scores_gemma":[0.9982622,0.0009202114,0.00006094225,0.0003059076,0.0003327779,0.0001179125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006082991,0.00003341549,0.7943517,0.000003482253,0.0000392433,0.000001312822,0.005867951,0.0009285356,0.0001121233,0.191744,0.006372049,0.0005401516],"study_design_scores_gemma":[0.0001972877,0.00006525972,0.9419567,0.00002270055,0.000009106608,2.788209e-7,0.001598052,0.01543155,0.000004168134,0.003682283,0.03691097,0.0001216318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935733,0.00005117098,0.001193411,0.00426596,0.0001291522,0.0004414903,0.00001828781,0.00003010949,0.0002971342],"genre_scores_gemma":[0.9987622,0.0001750062,0.00005216471,0.0002792804,0.0004304367,0.00004770973,0.0001630904,0.00001662134,0.00007348412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1880617,"threshold_uncertainty_score":0.9993783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1572905266811586,"score_gpt":0.3806232835275123,"score_spread":0.2233327568463537,"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."}}