{"id":"W4410643953","doi":"10.1108/vjikms-10-2024-0374","title":"A structured literature review of personality traits research in the knowledge behavior context: synthesis of the findings and practical recommendations","year":2025,"lang":"en","type":"article","venue":"VINE Journal of Information and Knowledge Management Systems","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Context (archaeology); Personality; Psychology; Big Five personality traits; Social psychology; History","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":[0.005074359,0.0001032215,0.0003316092,0.0004478475,0.0001024855,0.00005711106,0.0002308644,0.00008933309,0.00004859348],"category_scores_gemma":[0.0002162299,0.00005828101,0.00008515814,0.0008146621,0.0001491759,0.0002509769,0.00006376611,0.0004037438,0.000002058017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000330767,"about_ca_system_score_gemma":0.00005471026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001413217,"about_ca_topic_score_gemma":0.00003390021,"domain_scores_codex":[0.9974443,0.001143539,0.0009748747,0.00008714797,0.0002129213,0.0001371772],"domain_scores_gemma":[0.998348,0.0005579307,0.0004238205,0.000176425,0.000460426,0.00003342544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003633955,0.001072624,0.00680166,0.03154202,0.0006159927,0.00001305318,0.06340531,2.800989e-7,0.00003453566,0.4792821,0.1910492,0.2258198],"study_design_scores_gemma":[0.002074805,0.0002256647,0.4607238,0.0288047,0.0003500767,0.0004897792,0.03939993,0.00004196135,0.0000102402,0.0002263857,0.467502,0.0001506352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2588642,0.2331142,0.0007067078,0.06766545,0.004350257,0.006206924,0.0003865636,0.00002014816,0.4286856],"genre_scores_gemma":[0.993812,0.005151216,0.00006623685,0.0004117395,0.00004245066,0.00005889558,0.000004431175,0.000003229527,0.0004498049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7349478,"threshold_uncertainty_score":0.2376631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0652015196375953,"score_gpt":0.4257771239725428,"score_spread":0.3605756043349475,"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."}}