{"id":"W3012492776","doi":"10.6000/1929-7092.2020.09.17","title":"Developing the Knowledge Workers Model for Core Competencies Management in Iraqi Higher Education Institutions","year":2020,"lang":"en","type":"article","venue":"Journal of Reviews on Global Economics","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Core competency; Business; Core (optical fiber); Knowledge management; Computer science; Marketing","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":[0.001852246,0.0004164151,0.0002227852,0.001447496,0.001297257,0.002887774,0.001080951,0.001057394,0.004464326],"category_scores_gemma":[0.002563855,0.0002142668,0.0005031471,0.0008372088,0.001561406,0.002169169,0.002020205,0.0008566108,0.0008453103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003192995,"about_ca_system_score_gemma":0.006338879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008900706,"about_ca_topic_score_gemma":0.009119922,"domain_scores_codex":[0.9988089,0.0005514591,0.0000431215,0.0001412311,0.0002430704,0.0002123679],"domain_scores_gemma":[0.9988585,0.000402268,0.0001801712,0.00007757854,0.0002640939,0.0002174103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009480188,0.0005797798,0.08839303,0.0003956468,0.00009655301,0.0007855406,0.022547,0.03297569,0.001644154,0.6917154,0.007864915,0.1529076],"study_design_scores_gemma":[0.0001556586,0.0005237162,0.09959262,0.001403479,0.000156862,0.0008024835,0.04957094,0.2441739,0.001983378,0.4897961,0.1116843,0.0001565166],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4687597,0.001177149,0.2283481,0.01275159,0.0001531316,0.0009380468,0.0003353081,0.0002083451,0.2873287],"genre_scores_gemma":[0.9588058,0.0004450977,0.02998384,0.0001962189,0.00002368218,0.0003329605,0.0001075998,0.000009608363,0.01009514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008900706,"threshold_uncertainty_score":0.02316689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2690064360253573,"score_gpt":0.4131205885408069,"score_spread":0.1441141525154495,"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."}}