{"id":"W4238739607","doi":"10.1007/978-1-4939-7131-2_100575","title":"Knowledge Flow","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"AI and HR Technologies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Knowledge flow; Computer science; Knowledge management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009294358,0.0005611773,0.0002870286,0.002571878,0.001353331,0.008167524,0.001250797,0.001405198,0.1048538],"category_scores_gemma":[0.003226697,0.0003221492,0.0005435083,0.001784828,0.001800394,0.01277785,0.003296261,0.001300285,0.02868924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167454,"about_ca_system_score_gemma":0.003007251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002513714,"about_ca_topic_score_gemma":0.001312331,"domain_scores_codex":[0.9992157,0.0001203763,0.00004567283,0.0001988764,0.000305664,0.0001137288],"domain_scores_gemma":[0.9991744,0.0002585997,0.00004433022,0.0002259359,0.0002046455,0.00009209794],"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":[0.00003062623,0.0000483149,0.0002181285,0.0001514719,0.000008203187,0.00009288221,0.001241024,0.0005983858,0.0008520494,0.7791547,0.02492522,0.192679],"study_design_scores_gemma":[0.00001057368,0.00002686293,0.0005412669,0.0003008426,0.00001521619,0.0001964083,0.000883529,0.001907854,0.001613704,0.4270681,0.5674158,0.00001978247],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003352961,0.001036214,0.03675934,0.001651876,0.000344241,0.0001343688,0.0004752761,0.0004066632,0.9558392],"genre_scores_gemma":[0.1640458,0.004424149,0.02508392,0.0009556165,0.0004566639,0.0002915883,0.002149397,0.0003162823,0.8022766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1048538,"threshold_uncertainty_score":0.350771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03353154991094485,"score_gpt":0.2244444178055311,"score_spread":0.1909128678945863,"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."}}