{"id":"W2004283478","doi":"10.1177/0893318901152003","title":"Constructing Knowledge in an Organization","year":2001,"lang":"en","type":"article","venue":"Management Communication Quarterly","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Reading (process); Institution; Process (computing); Writing process; Professional writing; Sociology; Educational institution; Computer science; Linguistics; Knowledge management; Psychology; Pedagogy; Social 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003665276,0.000177728,0.0001599761,0.0005090577,0.000337801,0.0004096492,0.0006284515,0.00004114084,0.0006455854],"category_scores_gemma":[0.00001657258,0.000195543,0.00002409901,0.001837874,0.00005817042,0.001747081,0.0002516922,0.00009981725,0.0006668157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008299743,"about_ca_system_score_gemma":0.000003888344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001238409,"about_ca_topic_score_gemma":0.001895393,"domain_scores_codex":[0.9988836,0.00003620298,0.0003755834,0.0002791376,0.0001877477,0.0002377296],"domain_scores_gemma":[0.9989852,0.00002721521,0.0001803626,0.0005832413,0.0002128674,0.0000111498],"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":[0.00001020595,0.0002438861,0.3300379,0.00008104822,0.00002775184,0.000006114885,0.0003632995,0.00002615115,0.000007574812,0.6094097,0.002014983,0.05777136],"study_design_scores_gemma":[0.003334857,0.00006484972,0.6991091,0.0002279613,0.0001756038,0.000005076598,0.04433361,0.01172579,0.000008509581,0.05330343,0.1863823,0.0013289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.420361,0.0003156022,0.007224145,0.002826613,0.0003117894,0.0008851077,9.021714e-7,0.0006619495,0.5674129],"genre_scores_gemma":[0.99654,0.00006653387,0.001321226,0.0006248663,0.0001679969,0.00003215281,0.0002570007,0.00003527695,0.0009549466],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.576179,"threshold_uncertainty_score":0.8570789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704651068695687,"score_gpt":0.2378176950313778,"score_spread":0.2207711843444209,"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."}}