{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008289203,0.0005256693,0.0004301225,0.004884409,0.007907441,0.0163962,0.001815915,0.002268818,0.003041628],"category_scores_gemma":[0.0114158,0.0004820339,0.0008760627,0.002778081,0.02035191,0.01486712,0.009362301,0.002224393,0.0007190316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004125441,"about_ca_system_score_gemma":0.007971341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004372781,"about_ca_topic_score_gemma":0.00334805,"domain_scores_codex":[0.9923593,0.004960706,0.0002951417,0.0007463776,0.001051138,0.0005873147],"domain_scores_gemma":[0.9916067,0.00445216,0.0007521465,0.001640165,0.0008980063,0.0006507805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001891015,0.00008164818,0.004156965,0.0001973142,0.00004675605,0.001003579,0.2124746,0.00220608,0.001009958,0.7292352,0.00204922,0.04751986],"study_design_scores_gemma":[0.0000182695,0.000088513,0.001393576,0.0005893468,0.00004522785,0.0003862212,0.09206486,0.002832882,0.0009264704,0.7403436,0.1612605,0.00005052484],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2429479,0.004015799,0.2727374,0.01721227,0.0005269489,0.0004338571,0.0001405397,0.0004073952,0.4615779],"genre_scores_gemma":[0.8945432,0.001244121,0.09205133,0.0006366472,0.00008853481,0.000160384,0.0001464693,0.00008196507,0.0110473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0163962,"threshold_uncertainty_score":0.04383802,"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."}}