{"id":"W4323041191","doi":"10.1038/d41586-023-00633-w","title":"Fed up and burnt out: ‘quiet quitting’ hits academia","year":2023,"lang":"en","type":"article","venue":"Nature","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Traction (geology); QUIET; Term (time); Biology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001222262,0.00009864706,0.0002120158,0.0001198979,0.00008221013,0.00001288657,0.00007480158,0.002065147,0.00008218448],"category_scores_gemma":[0.03494232,0.00006823538,0.00003495592,0.0003332788,0.00006319736,0.00004270027,0.00007045247,0.006832001,0.0002716343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007165718,"about_ca_system_score_gemma":0.001040351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009482058,"about_ca_topic_score_gemma":0.000004487435,"domain_scores_codex":[0.9980789,0.0000393357,0.0001518175,0.0002119871,0.0007204927,0.0007974445],"domain_scores_gemma":[0.9963047,0.0002404496,0.00002766309,0.0001556099,0.00008526866,0.003186299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002292602,0.00001782254,0.00172442,0.00043219,0.00001922372,0.0002332808,0.000843849,4.089881e-8,0.002660145,0.0004263084,0.8881262,0.1052873],"study_design_scores_gemma":[0.001713432,0.00033206,0.03389496,0.0002947214,0.00001759372,0.00004229377,0.0001993168,0.0002032923,0.001054211,0.0002088315,0.9619514,0.00008788995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7687693,0.003425431,0.000007643816,0.219799,0.0007777965,0.0005072182,0.00001908625,0.0002523003,0.006442302],"genre_scores_gemma":[0.9282565,0.001304476,0.00007909183,0.05176069,0.0008311451,0.00001258569,0.0000487384,0.000021124,0.01768564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1680383,"threshold_uncertainty_score":0.9992304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134803870107777,"score_gpt":0.4906195089298447,"score_spread":0.377139121919067,"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."}}