{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008663423,0.00007623425,0.0001892434,0.00002342233,0.0005254337,0.0001569593,0.0001166071,0.00005426907,0.0000205241],"category_scores_gemma":[0.0001441557,0.00004861196,0.0001008903,0.00007880414,0.000193138,0.0001458392,0.00003617331,0.0001455331,8.085477e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001448973,"about_ca_system_score_gemma":0.0001321769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001798169,"about_ca_topic_score_gemma":0.0005846757,"domain_scores_codex":[0.9991165,0.0002136381,0.0002218407,0.00008555976,0.0002083209,0.0001541659],"domain_scores_gemma":[0.9992953,0.0001495574,0.0001210186,0.00006195402,0.0002564399,0.0001157599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005905998,0.0003131868,0.2590874,0.00008237857,0.002845415,0.0001949822,0.4932652,0.00007657935,0.004009913,0.1336981,0.02253957,0.08329661],"study_design_scores_gemma":[0.005369047,0.0002218684,0.7651502,0.0002219539,0.0002631126,0.0001215763,0.1983557,0.0001364051,0.0001920431,0.01950132,0.009993137,0.0004735994],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916196,0.001382393,0.0004244556,0.0047917,0.0002726376,0.00005820631,0.00009526495,0.000003942768,0.001351761],"genre_scores_gemma":[0.994821,0.002828488,0.00004320975,0.001292398,0.0007812767,0.000001434905,0.0000105479,0.000005779492,0.0002158594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5060628,"threshold_uncertainty_score":0.4041264,"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."}}