{"id":"W2050223160","doi":"10.5539/ass.v10n1p138","title":"The Roles of Personality in the Context of Knowledge Sharing: A Malaysian Perspective","year":2013,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agreeableness; Openness to experience; Conscientiousness; Knowledge sharing; Big Five personality traits; Personality; Psychology; Extraversion and introversion; Productivity; Knowledge management; Perspective (graphical); Context (archaeology); Neuroticism; Public sector; Public relations; Social psychology; Computer science; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001283518,0.0002062653,0.0001918803,0.0009597834,0.001464189,0.003160165,0.000283214,0.000454217,0.001334472],"category_scores_gemma":[0.002154707,0.0001342114,0.0001883968,0.0007321942,0.002080666,0.001497396,0.001251844,0.0006633609,0.0000941687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344273,"about_ca_system_score_gemma":0.001869055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007664424,"about_ca_topic_score_gemma":0.007881817,"domain_scores_codex":[0.9986602,0.000803894,0.00004365178,0.00009295335,0.0001319688,0.0002672512],"domain_scores_gemma":[0.9972922,0.001053338,0.0007309734,0.00007983565,0.0002408594,0.0006028056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000161202,0.0002959757,0.6743674,0.0003243851,0.000116759,0.002799548,0.1837822,0.0006480421,0.001510732,0.04386991,0.0009937749,0.09113016],"study_design_scores_gemma":[0.00000862123,0.0002142691,0.8077512,0.0004672993,0.00007297144,0.001415706,0.1623814,0.001896688,0.0004357916,0.01448574,0.01081394,0.00005640366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747202,0.002554662,0.0008874568,0.002842713,0.00003098255,0.00001451937,0.00002803202,0.000003705812,0.01891763],"genre_scores_gemma":[0.9988128,0.0005031418,0.0001348039,0.00004664691,0.000007686973,0.000001828611,0.000003288927,6.992033e-7,0.0004890067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007664424,"threshold_uncertainty_score":0.0152396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167498278998384,"score_gpt":0.3295438883471494,"score_spread":0.2978689055571656,"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."}}