{"id":"W2417800084","doi":"10.1057/palcomms.2016.105","title":"“Excellence R Us”: university research and the fetishisation of excellence","year":2017,"lang":"en","type":"article","venue":"Palgrave Communications","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":275,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Andrew W. Mellon Foundation","keywords":"Rhetoric; Excellence; Scholarship; Meaning (existential); Competition (biology); Sociology; Narrative; Epistemology; Political science; Law; Philosophy; Linguistics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04534003,0.0004643834,0.0008327989,0.005760886,0.01250311,0.01967304,0.001622632,0.006875008,0.002838294],"category_scores_gemma":[0.07669613,0.0003993469,0.0004934203,0.004663573,0.07737511,0.02463635,0.01348317,0.005564632,0.0004922736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009840787,"about_ca_system_score_gemma":0.00542014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001903656,"about_ca_topic_score_gemma":0.001526263,"domain_scores_codex":[0.9404954,0.05019379,0.0011093,0.002014318,0.004884894,0.001302336],"domain_scores_gemma":[0.8961534,0.08086962,0.004793516,0.008839854,0.006725205,0.002618287],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001072593,0.000004132556,0.0001748268,0.00002401578,0.000003085116,0.00005016808,0.0140391,0.00006965665,0.00004738308,0.9812323,0.001150761,0.003193832],"study_design_scores_gemma":[0.00001735738,0.00004231141,0.0004213093,0.0003505313,0.00001982283,0.0002591849,0.01725692,0.0009230981,0.0005705573,0.8836457,0.09646153,0.0000317565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1337423,0.01775264,0.04948238,0.1968794,0.001772946,0.00004779432,0.00004173281,0.0002398054,0.6000409],"genre_scores_gemma":[0.991349,0.0008838957,0.001610029,0.00230113,0.0003104053,0.00001866842,0.000005205687,0.00003972778,0.003481828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9546599,"threshold_uncertainty_score":0.2397839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09837818067928562,"score_gpt":0.3013862790067174,"score_spread":0.2030080983274318,"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."}}