{"id":"W4406846935","doi":"10.1111/fare.13143","title":"Changes in marital relationships over the course of the <scp>COVID</scp>‐19 pandemic","year":2025,"lang":"en","type":"article","venue":"Family Relations","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Psychology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Social psychology; Developmental psychology; Medicine; Virology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003781775,0.0001234824,0.0002750522,0.0006911682,0.002222021,0.001876796,0.0004315173,0.0005260662,0.002330278],"category_scores_gemma":[0.01380605,0.0001846012,0.0002288503,0.0007157902,0.001229394,0.00174947,0.002323749,0.001340376,0.0002269114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300949,"about_ca_system_score_gemma":0.001011251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008975121,"about_ca_topic_score_gemma":0.01953392,"domain_scores_codex":[0.9983447,0.000933056,0.0001033485,0.0001117579,0.0002559064,0.0002512867],"domain_scores_gemma":[0.9942095,0.001800803,0.002098806,0.0001991257,0.000860249,0.0008315391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001801898,0.0002247534,0.6730832,0.0002485135,0.00008384487,0.0004952611,0.2650071,0.0001566201,0.0007483553,0.000976124,0.002738941,0.05605708],"study_design_scores_gemma":[0.000004889032,0.0001185568,0.7525347,0.000142621,0.00001452851,0.000218497,0.2421845,0.0001350799,0.0001708706,0.0002547373,0.004196463,0.00002447175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956126,0.000564912,0.0002151977,0.000978464,0.00003284177,0.00002845969,0.0001191922,0.000004502304,0.002443746],"genre_scores_gemma":[0.9988406,0.0004448757,0.0001129811,0.0001758642,0.00001203892,0.00002661699,0.00005505515,0.000002466767,0.0003295911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008975121,"threshold_uncertainty_score":0.02000022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05204417605778382,"score_gpt":0.3798216973472542,"score_spread":0.3277775212894704,"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."}}