{"id":"W1968804430","doi":"10.1057/palgrave.kmrp.8500088","title":"Making knowledge work: five principles for action-oriented knowledge management","year":2006,"lang":"en","type":"article","venue":"Knowledge Management Research & Practice","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Knowledge management; Knowledge value chain; Action (physics); Organizational learning; Personal knowledge management; Knowledge sharing; Reciprocal; Knowledge engineering; Work (physics); Body of knowledge; Tacit knowledge; Knowledge economy; Domain knowledge; Computer science; Explicit knowledge; Business; Engineering","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01669191,0.0007435892,0.0006617596,0.00230517,0.005127294,0.001450331,0.002297731,0.000342526,0.0003653297],"category_scores_gemma":[0.001566414,0.0008114956,0.0004456319,0.005595362,0.0008293537,0.002035335,0.002974522,0.001085109,0.003768075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002078012,"about_ca_system_score_gemma":0.0003117702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002766114,"about_ca_topic_score_gemma":0.004805885,"domain_scores_codex":[0.9894022,0.002515909,0.001233103,0.001974146,0.001736154,0.003138458],"domain_scores_gemma":[0.9921283,0.003265557,0.0004545733,0.001407133,0.00232636,0.0004181523],"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":[0.0004358838,0.002421541,0.0006199419,0.001100622,0.0005563963,0.00008028078,0.007824996,0.0000298174,0.000006596451,0.7634534,0.1211751,0.1022953],"study_design_scores_gemma":[0.001859757,0.0001196028,0.001738673,0.0005287785,0.0003851576,0.000001679102,0.04724494,0.0007140682,0.00003541305,0.003332729,0.943205,0.0008342084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001079665,0.005392982,0.006675209,0.00160091,0.002225063,0.005950748,0.000009838985,0.0007624574,0.9763031],"genre_scores_gemma":[0.3840797,0.001727045,0.009238917,0.00006626549,0.002927104,0.002737891,0.00009216212,0.000180756,0.5989501],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8220298,"threshold_uncertainty_score":0.9995863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2556256952565424,"score_gpt":0.4953655512342379,"score_spread":0.2397398559776955,"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."}}