{"id":"W1977908674","doi":"10.3389/fpsyg.2015.00073","title":"Understanding individual resilience in the workplace: the international collaboration of workforce resilience model","year":2015,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Resilience and Mental Health","field":"Psychology","cited_by":287,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Curtin University of Technology; Flinders University; Monash University; Charles Sturt University; Singapore General Hospital; Nipissing University","keywords":"Intrapersonal communication; Psychology; Burnout; Stressor; Mindfulness; Psychological intervention; Coping (psychology); Workforce; Neuroticism; Construct (python library); Psychological resilience; Social psychology; Clinical psychology; Personality; Interpersonal communication","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":[0.002838569,0.0004610199,0.0002844973,0.001690751,0.001173547,0.002430019,0.0007250869,0.0009460128,0.004077021],"category_scores_gemma":[0.003853236,0.0001431674,0.0005855157,0.001266764,0.004702294,0.004605266,0.003809751,0.00109703,0.0003819801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612412,"about_ca_system_score_gemma":0.002881573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002158476,"about_ca_topic_score_gemma":0.002136394,"domain_scores_codex":[0.9987485,0.0007793549,0.00004839161,0.0001524274,0.0001244218,0.000146919],"domain_scores_gemma":[0.9983852,0.000641247,0.0002700889,0.0001674789,0.0001416784,0.0003943966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000455772,0.0001248434,0.02303921,0.000352769,0.00007273526,0.0006173421,0.03368782,0.004819273,0.0005726743,0.828492,0.005193636,0.1029821],"study_design_scores_gemma":[0.0000297175,0.0002316553,0.0366173,0.001145077,0.0001030424,0.00132602,0.04217871,0.008111461,0.0002845469,0.8249865,0.08492729,0.0000585799],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2485923,0.01334848,0.1408818,0.09820041,0.0008267384,0.0002724474,0.0002034406,0.0001791703,0.4974951],"genre_scores_gemma":[0.9806843,0.004079359,0.01051071,0.0009053664,0.0001054027,0.0001560186,0.00005576207,0.00001317688,0.00348982],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004077021,"threshold_uncertainty_score":0.01501197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.136810458892277,"score_gpt":0.4251495465050306,"score_spread":0.2883390876127536,"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."}}