{"id":"W2095909594","doi":"10.1027/1016-9040.14.1.18","title":"Couples Coping with Stress","year":2009,"lang":"en","type":"article","venue":"European Psychologist","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Stressor; Coping (psychology); Interpersonal communication; Developmental psychology; Clinical psychology; Empathy; Interpersonal relationship; Social psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002260588,0.0001593239,0.00012184,0.00006679054,0.0001520132,0.00004627477,0.0002736323,0.00005236433,0.0004099024],"category_scores_gemma":[0.000008528817,0.0001204612,0.00004206972,0.0001675248,0.0001582542,0.00005553444,0.00001489272,0.0002589859,0.001318787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001579324,"about_ca_system_score_gemma":0.000004958014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003748683,"about_ca_topic_score_gemma":0.00000455304,"domain_scores_codex":[0.9988711,0.0001745697,0.0002028844,0.0003499639,0.0001185245,0.0002828981],"domain_scores_gemma":[0.9992949,0.00003767322,0.0001077349,0.0004573437,0.00002902688,0.00007333456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006824775,0.001533522,0.6387883,0.00001507408,0.0002449722,0.001448845,0.004770266,0.0005493358,0.0002910114,0.1381983,0.1418904,0.07158748],"study_design_scores_gemma":[0.001265207,0.0005393064,0.9494929,0.00003287643,0.00002689404,0.00006477077,0.0003975331,0.0000225258,0.00000445033,0.0002450895,0.0475949,0.0003135699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1191854,0.0005629648,0.01478457,0.002400903,0.0006218178,0.0001898203,0.00001422765,0.0003420265,0.8618982],"genre_scores_gemma":[0.9829392,0.00002433189,0.0008786751,0.001893196,0.0002270353,0.000002616428,0.00004540308,0.00002759335,0.01396198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8637537,"threshold_uncertainty_score":0.9994588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03334980191311954,"score_gpt":0.3942486248910263,"score_spread":0.3608988229779068,"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."}}