{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007230781,0.0005944978,0.0009225189,0.001218032,0.002547645,0.008271582,0.001147191,0.00306327,0.005535566],"category_scores_gemma":[0.01493116,0.000446256,0.0006650856,0.0007776616,0.006494275,0.007938463,0.005331801,0.003968323,0.0006789024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0022309,"about_ca_system_score_gemma":0.004629342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003810781,"about_ca_topic_score_gemma":0.006103636,"domain_scores_codex":[0.9958774,0.002067426,0.0001540328,0.0004733029,0.0008337881,0.0005941624],"domain_scores_gemma":[0.9906103,0.003038143,0.001660284,0.0007044566,0.001324297,0.002662621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00248757,0.001554406,0.1028621,0.001944589,0.0007908167,0.0009220213,0.1031369,0.0007288157,0.004577695,0.1195248,0.02129759,0.6401727],"study_design_scores_gemma":[0.0003886237,0.002767463,0.3798011,0.005879033,0.001065621,0.001364798,0.2210164,0.002925709,0.002468772,0.2605725,0.1211255,0.0006244379],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5518954,0.06005843,0.02625137,0.2309653,0.007803637,0.0004201007,0.000665988,0.0002619711,0.1216779],"genre_scores_gemma":[0.9727048,0.006753312,0.009883259,0.006331771,0.000505532,0.0001544837,0.0001789992,0.00005069332,0.003437172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008271582,"threshold_uncertainty_score":0.03824049,"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."}}