{"id":"W2159986930","doi":"10.5539/ass.v5n6p121","title":"Predicting Knowledge Creation Behavior in Organizations: A General Systems Theory Perspective","year":2009,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tacit knowledge; Knowledge management; Organizational learning; Knowledge creation; Perspective (graphical); Process (computing); Phenomenon; Knowledge value chain; Knowledge transfer; Explicit knowledge; Work (physics); Business; Computer science; Marketing; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00188336,0.00008704886,0.0001150353,0.000250441,0.001785348,0.0003516001,0.0004345228,0.00006824621,0.00004587292],"category_scores_gemma":[0.0007179074,0.00009351369,0.00002863897,0.00303864,0.0005095466,0.0006868843,0.00005738678,0.0001133122,0.00003579446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008215121,"about_ca_system_score_gemma":0.0003671094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006959683,"about_ca_topic_score_gemma":0.0008301066,"domain_scores_codex":[0.9985005,0.0002058387,0.0001760028,0.0003150418,0.0003928314,0.0004098059],"domain_scores_gemma":[0.9993594,0.00003391196,0.00007565648,0.00008723215,0.0003603551,0.00008344225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000002316108,0.00007605262,0.01536781,0.00000144943,0.000001443651,0.000002238282,0.119186,9.363076e-7,0.000185868,0.8413198,0.00004524687,0.02381089],"study_design_scores_gemma":[0.0003364385,0.00005406646,0.7243451,0.00004043708,0.0000323303,6.742719e-7,0.2532155,0.0003788217,0.00004588948,0.01910562,0.002113539,0.0003315284],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08251905,0.0001377176,0.0003191059,0.0004671101,0.000372279,0.0004127595,0.000001080817,0.0001191021,0.9156518],"genre_scores_gemma":[0.9948294,0.000009251479,0.00005864391,0.00002902109,0.0006707023,0.00002190053,0.00000131003,0.000005600995,0.004374153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9123104,"threshold_uncertainty_score":0.9995142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640342920875458,"score_gpt":0.3344463659608814,"score_spread":0.3180429367521268,"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."}}