{"id":"W2299019041","doi":"10.1111/jomf.12286","title":"The Changing Demography of Grandparenthood","year":2016,"lang":"en","type":"article","venue":"Journal of Marriage and the Family","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Grandparent; Childlessness; Postponement; Fertility; Demography; Affect (linguistics); Population; Total fertility rate; Psychology; Gerontology; Developmental psychology; Research methodology; Medicine; Sociology; Family planning; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002391246,0.00004430148,0.0001076825,0.00006042475,0.000479024,0.00004509156,0.0002007604,0.00002452656,0.00000546444],"category_scores_gemma":[0.0001837794,0.00001707018,0.0001370175,0.0001152459,0.0003064392,0.0000901295,0.00002749798,0.0000551847,3.777042e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000115595,"about_ca_system_score_gemma":0.00005117114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004718625,"about_ca_topic_score_gemma":0.0001264848,"domain_scores_codex":[0.9991452,0.0001996031,0.0002176952,0.00003845018,0.0002714048,0.0001276336],"domain_scores_gemma":[0.9989749,0.0005524322,0.0002274283,0.00006176919,0.000147389,0.000036037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005826035,0.00003617889,0.01112612,0.00001016868,0.000339914,0.0000103393,0.02123753,0.000008957882,0.006704488,0.8909134,0.005156027,0.06387426],"study_design_scores_gemma":[0.01612138,0.0007151472,0.1138008,0.001450392,0.0005729344,0.00006807964,0.170672,0.0004057066,0.001122649,0.4422996,0.251967,0.0008042645],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820995,0.003726152,0.00235709,0.004733978,0.001005893,0.00007832029,0.000003948408,0.000002860928,0.005992232],"genre_scores_gemma":[0.9946513,0.004446263,0.00003704091,0.0001621992,0.000338187,0.000001109114,5.888385e-8,0.000003153586,0.0003606718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4486138,"threshold_uncertainty_score":0.3684314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00681753529630715,"score_gpt":0.242353253077799,"score_spread":0.2355357177814918,"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."}}