{"id":"W2946848049","doi":"10.1177/0021886319853803","title":"Getting Creative With Resources: How Resilience, Task Interdependence, and Emotion Sharing Mitigate the Damage of Employee Role Ambiguity","year":2019,"lang":"en","type":"article","venue":"The Journal of Applied Behavioral Science","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Ambiguity; Task (project management); Psychological resilience; Creativity; Psychology; Resilience (materials science); Social psychology; Business; Knowledge management; Management; Economics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001901214,0.0003537813,0.0002348398,0.000382264,0.001436626,0.003220973,0.0004832339,0.0006907017,0.001974233],"category_scores_gemma":[0.005595072,0.0002089871,0.0002905606,0.0002296549,0.001878116,0.001471003,0.002491162,0.001084516,0.0001761239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007144014,"about_ca_system_score_gemma":0.00185539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322076,"about_ca_topic_score_gemma":0.002658636,"domain_scores_codex":[0.9986039,0.000812163,0.00003393957,0.0001137554,0.0001588618,0.0002774682],"domain_scores_gemma":[0.9969284,0.001161429,0.0006684968,0.0002674593,0.00009191283,0.0008824292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001821838,0.01020262,0.3960464,0.0005803298,0.0004525452,0.001411612,0.1241753,0.004637034,0.05580172,0.02640314,0.003375455,0.3750921],"study_design_scores_gemma":[0.0003643353,0.003805156,0.7505747,0.0004435742,0.0004305228,0.0009428573,0.1569443,0.01218052,0.01069177,0.04435634,0.0190767,0.0001893275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936593,0.00009035943,0.001085167,0.0007592005,0.00001208841,0.00001187073,0.000004886336,0.00001165453,0.00436553],"genre_scores_gemma":[0.9988517,0.00004331563,0.0006658317,0.00007847016,0.000003872476,0.000008024056,0.000004252544,0.000003133949,0.0003414085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003220973,"threshold_uncertainty_score":0.01005465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009982237669379812,"score_gpt":0.2318019754551293,"score_spread":0.2218197377857495,"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."}}