{"id":"W2048597650","doi":"10.1177/1056492606291199","title":"Using Knowledge in Management Studies","year":2006,"lang":"en","type":"article","venue":"Journal of Management Inquiry","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Situated; Typology; Citation; Context (archaeology); Knowledge base; Foundation (evidence); Epistemology; Knowledge management; Empirical research; Sociology; Computer science; Political science; Artificial intelligence; History; Library science","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":[0.02786042,0.0006229731,0.001102944,0.01646278,0.004886356,0.02345548,0.002253234,0.004367185,0.006477707],"category_scores_gemma":[0.07209753,0.0004166247,0.0006968845,0.01742681,0.02738719,0.02902542,0.01047019,0.00290533,0.0008210451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00667456,"about_ca_system_score_gemma":0.005350882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003068147,"about_ca_topic_score_gemma":0.002902506,"domain_scores_codex":[0.9497015,0.03933157,0.00198376,0.002455868,0.00547142,0.001056013],"domain_scores_gemma":[0.8595047,0.1116826,0.007365754,0.01529005,0.003628887,0.002527999],"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":[0.00003375878,0.0001396194,0.01292785,0.001835437,0.0001770653,0.0007657984,0.07420901,0.0005605001,0.0002730392,0.7039158,0.00818493,0.1969772],"study_design_scores_gemma":[0.00002011508,0.00006241344,0.004692032,0.006387468,0.00007557149,0.0005489537,0.04160797,0.0005183502,0.0003729613,0.7181991,0.2274543,0.00006077027],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1233547,0.1558938,0.04981988,0.1132123,0.003507245,0.0004417236,0.0007201802,0.000193786,0.5528564],"genre_scores_gemma":[0.9153122,0.04730618,0.02172552,0.006949959,0.001667505,0.0004279404,0.0002167754,0.00004770318,0.006346215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02786042,"threshold_uncertainty_score":0.1473417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0844891001774341,"score_gpt":0.3160974431718637,"score_spread":0.2316083429944296,"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."}}