{"id":"W4416001791","doi":"10.5465/amproc.2025.15525abstract","title":"Sustainable Performance: Work Outputs, Well-Being, and Performance Proxies","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Guelph; Carleton University","funders":"","keywords":"Conceptualization; Work (physics); Perspective (graphical); Job performance; Organizational performance; Job satisfaction; Productivity; Work performance","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":[],"consensus_categories":[],"category_scores_codex":[0.001332237,0.000199796,0.0002603715,0.000321451,0.0005961513,0.000117518,0.0005664177,0.0001824876,0.00003915013],"category_scores_gemma":[0.00004071756,0.0002026862,0.00004041235,0.0009670841,0.0004721485,0.0009441372,0.0004197791,0.0002961456,0.00001465462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251702,"about_ca_system_score_gemma":0.00002860225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002075262,"about_ca_topic_score_gemma":9.88558e-7,"domain_scores_codex":[0.9981105,0.00001439941,0.0003156021,0.0004109246,0.0004799121,0.0006686162],"domain_scores_gemma":[0.999552,0.00003686732,0.0001663018,0.00006866834,0.0001009656,0.00007516104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008239254,0.00005280502,0.6065364,0.002692935,0.00009830262,5.587128e-7,0.01073503,0.000002287914,0.000006059709,0.3159315,0.03650341,0.0273583],"study_design_scores_gemma":[0.0004581003,0.00007043216,0.4917327,0.0007040699,0.00007620271,2.662072e-7,0.03915408,0.00001362945,0.0004061528,0.004591785,0.4625112,0.0002813983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6213024,0.0009793306,0.000003478702,0.002516964,0.00005560791,0.0005397615,9.20846e-8,0.0001252995,0.374477],"genre_scores_gemma":[0.8688777,0.01518858,0.0003703049,0.0004562452,0.00009445065,0.00009495638,4.225496e-7,0.00001321216,0.1149041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4260077,"threshold_uncertainty_score":0.8265302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094769104239015,"score_gpt":0.2648330318964912,"score_spread":0.253885340854101,"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."}}