{"id":"W4407251237","doi":"10.3138/jcfs-045-2023","title":"Examining Older Adults’ Filial Expectation and Evaluation of Adult Children","year":2025,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Developmental psychology; Gerontology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001371554,0.0002394091,0.0002230596,0.0007087438,0.0004232908,0.0006820321,0.0002321935,0.0003248918,0.001059923],"category_scores_gemma":[0.005373611,0.0001168627,0.0002856764,0.0003785065,0.0003160239,0.0005911706,0.0006580305,0.0004568785,0.000140849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003923723,"about_ca_system_score_gemma":0.0003035725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006929668,"about_ca_topic_score_gemma":0.01418419,"domain_scores_codex":[0.999522,0.0001090797,0.00009041491,0.00005659866,0.000134498,0.00008740444],"domain_scores_gemma":[0.9973692,0.0003479771,0.001484723,0.0001326722,0.000407056,0.0002583426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003746781,0.00002374998,0.9933243,0.00001212012,0.00001710621,0.00007275552,0.003320404,0.00001585426,0.0002056916,0.00003824788,0.0000353133,0.002897006],"study_design_scores_gemma":[9.326707e-7,0.00004655708,0.9960542,0.000007833563,0.000006571317,0.0001483519,0.003449121,0.000046302,0.00007774428,0.00002030085,0.0001382297,0.000003929133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995502,0.00007503295,0.00002012987,0.00001527571,0.00000135041,0.000001688534,0.00003070695,4.873439e-7,0.000305172],"genre_scores_gemma":[0.9997428,0.00005654372,0.00003921094,0.000007496939,0.000002135974,0.00000218497,0.00005719453,2.668728e-7,0.00009207759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006929668,"threshold_uncertainty_score":0.01377869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06819432072441163,"score_gpt":0.3961872342887263,"score_spread":0.3279929135643146,"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."}}