{"id":"W4392165545","doi":"10.1080/14778238.2024.2322463","title":"Knowledge hiding and occupational stress affecting employees’ performance: comparative analysis from emerging and advanced economies","year":2024,"lang":"en","type":"article","venue":"Knowledge Management Research & Practice","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yorkville University","funders":"","keywords":"Emerging markets; Nonprobability sampling; Business; Affect (linguistics); Sample (material); Knowledge economy; Anxiety; Marketing; Knowledge management; Psychology; Economy; Economics; Computer science; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005651263,0.0002817365,0.0003947982,0.001634823,0.002277112,0.001749147,0.0004290759,0.00009175485,0.0002336795],"category_scores_gemma":[0.0005431925,0.0002935514,0.00009773656,0.002743724,0.0004504459,0.002658312,0.001190302,0.0006158999,0.000266337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003951232,"about_ca_system_score_gemma":0.0001243584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005168249,"about_ca_topic_score_gemma":0.005364135,"domain_scores_codex":[0.9960659,0.001184284,0.0003956014,0.0009678839,0.0005866835,0.0007996616],"domain_scores_gemma":[0.9951356,0.003832123,0.0001005365,0.0003109593,0.0003840711,0.0002366887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003404406,0.0005936508,0.0923779,0.001541168,0.005916916,0.00009188874,0.2246691,0.0001968457,0.00006164269,0.2520398,0.004205366,0.4179653],"study_design_scores_gemma":[0.0008292384,0.0001546651,0.04830918,0.0007658603,0.001498802,9.526281e-7,0.2504402,0.05070813,0.0001154271,0.00117593,0.645183,0.0008186316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4670013,0.01079409,0.0003296071,0.0004320228,0.0003608209,0.0006989301,0.000009277192,0.0002032622,0.5201706],"genre_scores_gemma":[0.9828888,0.00518795,0.001279973,0.00001094482,0.0004656657,0.0001319635,0.00003871137,0.00002429993,0.009971675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6409776,"threshold_uncertainty_score":0.9999517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182491546630055,"score_gpt":0.4684847954484194,"score_spread":0.3502356407854139,"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."}}