{"id":"W4411060454","doi":"10.1037/str0000364","title":"Coping with fundamental change over time: Two frames are better than one.","year":2025,"lang":"en","type":"article","venue":"International Journal of Stress Management","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs; Canadian Mental Health Association","keywords":"Coping (psychology); Psychology; Social psychology; Coping behavior; Occupational stress; Applied psychology; Cognitive psychology; Clinical psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004474314,0.0001421019,0.0002434728,0.0004063574,0.0002079253,0.00003872407,0.0004367402,0.00007858619,0.0006622209],"category_scores_gemma":[0.00001451169,0.0001168359,0.00007336691,0.0001107302,0.00004940744,0.000240685,0.0001703425,0.0005905986,0.00008008724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003141479,"about_ca_system_score_gemma":0.0000543857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009537459,"about_ca_topic_score_gemma":0.00007032855,"domain_scores_codex":[0.998175,0.0001825853,0.0005876161,0.0001901563,0.00055145,0.0003131893],"domain_scores_gemma":[0.9987762,0.0001553875,0.0005681422,0.0001579396,0.0002511428,0.00009119441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005812836,0.0004519886,0.8836965,0.0004624136,0.001651436,0.0004579191,0.002335434,0.00003905817,0.00003126828,0.0105776,0.03049987,0.06921526],"study_design_scores_gemma":[0.00375511,0.0001188554,0.887255,0.004943924,0.00009294534,0.000006946633,0.001974324,0.00004602342,0.00002795975,0.002189195,0.09942085,0.0001689057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8509877,0.0004963105,0.004017036,0.06769872,0.006166846,0.001026424,0.00004751244,0.00005537741,0.06950404],"genre_scores_gemma":[0.9656019,0.0005246491,0.001210457,0.02707541,0.001510809,0.00005192194,0.0000152981,0.0000220305,0.003987535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1146142,"threshold_uncertainty_score":0.7250854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04873396832736926,"score_gpt":0.4355397981662508,"score_spread":0.3868058298388815,"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."}}