{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006596842,0.0001465829,0.0001538118,0.0001807325,0.0005101018,0.00001945053,0.0003539624,0.0003176074,0.00007107472],"category_scores_gemma":[0.0004288093,0.00009499922,0.0001113312,0.001159707,0.0002661897,0.00007863111,0.0001027438,0.0008743259,0.00007240801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238266,"about_ca_system_score_gemma":0.0001758047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001257275,"about_ca_topic_score_gemma":0.001767311,"domain_scores_codex":[0.998521,0.0004686309,0.000369877,0.0002307184,0.0001692631,0.0002404994],"domain_scores_gemma":[0.9966006,0.002531997,0.0001864627,0.0005873155,0.00005318672,0.00004047897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002317931,0.00007439409,0.879624,0.000004923344,0.00005664482,5.352974e-7,0.003309214,0.000886031,0.00002440784,0.1055842,0.0102938,0.0001394783],"study_design_scores_gemma":[0.0004634689,0.00001037055,0.9642528,0.00003384299,0.00008722118,0.000002687933,0.004115067,0.001305382,3.045745e-7,0.01300233,0.01668817,0.00003838005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8866296,0.001561781,0.002022378,0.001669965,0.001259737,0.0007198509,0.00007223125,0.00007379233,0.1059907],"genre_scores_gemma":[0.954163,0.00003814944,0.00006865747,0.0004524764,0.00004712131,0.0000924113,0.00004230764,0.00001420924,0.04508168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09258191,"threshold_uncertainty_score":0.3923343,"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."}}