{"id":"W4407886537","doi":"10.1177/10664807251321514","title":"“I Think Resilience Is Being Able to, You Know, Take Stock of the Situation You're in and Kind of Rally and Work Your Way Through”: Exploring Structural Resilience among Primary Caregivers During the COVID-19 Pandemic","year":2025,"lang":"en","type":"article","venue":"The Family Journal","topic":"Resilience and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Resilience (materials science); Work (physics); Stock (firearms); Psychological resilience; Psychology; Sociology; Business; Social psychology; Engineering; Materials science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001117432,0.000169175,0.0002599307,0.0001253928,0.0007263292,0.00006081244,0.0006338558,0.00008155205,0.000016395],"category_scores_gemma":[0.0001366177,0.00009559403,0.00005998866,0.0006261537,0.0004745667,0.000472531,0.0002319045,0.0006111754,7.005119e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002551752,"about_ca_system_score_gemma":0.0002144531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298892,"about_ca_topic_score_gemma":0.0002418301,"domain_scores_codex":[0.998027,0.0003764647,0.0005084235,0.0002977248,0.0004001364,0.0003903051],"domain_scores_gemma":[0.9987947,0.0002849486,0.0003358891,0.000414942,0.00006761838,0.0001018641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004301683,0.00001412185,0.8289316,0.00008178522,0.00002801684,0.000007332592,0.1571061,0.00148054,0.004684257,0.0002305676,0.0002210083,0.006784473],"study_design_scores_gemma":[0.0007637026,0.00007216652,0.9281706,0.0003905834,0.00002236072,0.0000549452,0.06887469,0.00002411466,0.0003841273,0.00108743,0.00006435852,0.00009092176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942336,0.002155795,0.0001147739,0.001125967,0.0004275469,0.0005413456,0.000005405817,0.000009438087,0.001386127],"genre_scores_gemma":[0.9973516,0.0009552773,0.00008844613,0.0009077272,0.00004807614,0.00001150873,3.498321e-7,0.000009209341,0.0006278127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09923897,"threshold_uncertainty_score":0.558641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05345757579706321,"score_gpt":0.3522914733065826,"score_spread":0.2988338975095194,"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."}}