{"id":"W2157440202","doi":"10.1177/0018726701547007","title":"Colonizing Knowledge: Commodification as a Dynamic of Jurisdictional Expansion in Professional Service Firms","year":2001,"lang":"en","type":"article","venue":"Human Relations","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":330,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Killam Trusts","keywords":"Commodification; Service (business); Process (computing); Business; Field (mathematics); Sociology; Public relations; Product (mathematics); Knowledge management; Marketing; Economics; Political science; Market economy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00192203,0.0001015191,0.000214972,0.002254568,0.003775499,0.008336602,0.0006353036,0.001026907,0.002538691],"category_scores_gemma":[0.007457262,0.0002285629,0.000201989,0.002007876,0.01300377,0.009166188,0.007059536,0.0007449633,0.0001167093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00426777,"about_ca_system_score_gemma":0.002459843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044471,"about_ca_topic_score_gemma":0.01207437,"domain_scores_codex":[0.9982797,0.0008079238,0.00005418945,0.0001744472,0.0002487806,0.0004350208],"domain_scores_gemma":[0.9947119,0.002815572,0.0009554447,0.0005224018,0.0003754628,0.0006193242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000168182,0.00009896979,0.05414344,0.0001330135,0.00001964455,0.001961291,0.486947,0.002046908,0.004418441,0.3627174,0.0006938651,0.08665194],"study_design_scores_gemma":[0.00003104423,0.0002243514,0.1220016,0.0003011799,0.00003644244,0.002834091,0.6200832,0.007407665,0.002415024,0.1848177,0.05976298,0.00008488958],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677631,0.000424782,0.002609363,0.001068054,0.000003822163,0.00001517141,0.000007895635,0.00001237243,0.02809553],"genre_scores_gemma":[0.9990783,0.0001061851,0.0003390556,0.00002143633,0.000002862785,0.000003856669,0.000003575636,0.000001974684,0.0004426565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01044471,"threshold_uncertainty_score":0.03096497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494676725249506,"score_gpt":0.2823028699887475,"score_spread":0.2573561027362524,"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."}}