{"id":"W4403507918","doi":"10.1037/pag0000859","title":"Men and women transitioning to singlehood in young adulthood and midlife.","year":2024,"lang":"en","type":"article","venue":"Psychology and Aging","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canada Research Chairs","keywords":"Psychology; Young adult; Developmental psychology; Gerontology; Medicine","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":[0.0005028161,0.00006904577,0.0001066742,0.0001032016,0.0001709136,0.00007772011,0.00004302767,0.0000682278,0.00001826066],"category_scores_gemma":[0.00002327794,0.00007098648,0.000006947884,0.0001645433,0.0001247178,0.0001318297,0.00001695585,0.0001352259,0.000003151333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002145997,"about_ca_system_score_gemma":0.00001212616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007595255,"about_ca_topic_score_gemma":0.0004958055,"domain_scores_codex":[0.99922,0.0000876281,0.00009049989,0.0002800154,0.00005912916,0.0002627089],"domain_scores_gemma":[0.9997655,0.00008172383,0.000009775896,0.0000466209,0.000007475061,0.00008896062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002741342,0.00003460995,0.2564979,0.00007133966,0.00002751365,0.00004217694,0.6557555,0.000001556419,0.001590619,0.001909479,0.0004182306,0.0836237],"study_design_scores_gemma":[0.0007062199,0.00009603835,0.8791242,0.0004806341,0.00001239095,0.00004012033,0.1008309,0.00003414182,0.00001140963,0.01197219,0.006389148,0.0003025487],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963352,0.005487208,0.00008649176,0.008179865,0.000183421,0.00009297803,0.000001603947,0.00006257778,0.02255384],"genre_scores_gemma":[0.9968116,0.002253865,0.0002219053,0.0004431175,0.0001209137,0.00001834144,4.909986e-7,0.000006776848,0.00012299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6226264,"threshold_uncertainty_score":0.2894745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747909667908401,"score_gpt":0.3281077230713506,"score_spread":0.3106286263922666,"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."}}