{"id":"W3186618432","doi":"10.1111/jomf.12787","title":"Support exchanges between adult children and their parents across life transitions","year":2021,"lang":"en","type":"article","venue":"Journal of Marriage and the Family","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Deutsche Forschungsgemeinschaft; Ministry of Education","keywords":"Closeness; Developmental psychology; Psychology; Emotional support; Social support; Young adult; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000885688,0.0001665157,0.0002296604,0.0006510504,0.0005846839,0.001039567,0.0002875915,0.0002274145,0.001843286],"category_scores_gemma":[0.003882525,0.0001568625,0.0001945687,0.0008925289,0.0003975889,0.0007105001,0.001026193,0.0004481218,0.0001114222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006249323,"about_ca_system_score_gemma":0.0003954579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01117097,"about_ca_topic_score_gemma":0.01855198,"domain_scores_codex":[0.9993907,0.0002304202,0.00004981116,0.0001305532,0.00007471724,0.0001238506],"domain_scores_gemma":[0.9975938,0.0006453544,0.00129357,0.0001144566,0.0001295419,0.0002232858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004311248,0.00002224302,0.9929219,0.00001151462,0.00003291826,0.00007566323,0.003161359,0.00004706046,0.00009109251,0.00009493845,0.00006815705,0.003430152],"study_design_scores_gemma":[0.000001378125,0.00001543042,0.9961514,0.00000948118,0.000006638535,0.00005498191,0.003480987,0.00004358383,0.00003140857,0.0000419138,0.0001610092,0.000001843293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993218,0.0001471233,0.00003953002,0.00002966462,0.000001352032,0.000002563465,0.0001402952,9.08345e-7,0.000316796],"genre_scores_gemma":[0.9996512,0.00007453329,0.00004476437,0.000008338846,0.000001254086,0.000003525984,0.0001078253,4.051999e-7,0.0001081859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01117097,"threshold_uncertainty_score":0.02221191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268292018056574,"score_gpt":0.2714349333470141,"score_spread":0.2587520131664484,"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."}}