{"id":"W1993954029","doi":"10.1177/0001839214560743","title":"To Hive or to Hold? Producing Professional Authority through Scut Work","year":2014,"lang":"en","type":"article","venue":"Administrative Science Quarterly","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Public relations; Jurisdiction; Bureaucracy; Deference; Work (physics); Identity (music); Task (project management); Relevance (law); Business; Sociology; Political science; Psychology; Social psychology; Law; Management; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008932361,0.0002284248,0.0002120209,0.0002186894,0.001119839,0.0006117927,0.0006342027,0.00002972265,0.0003531009],"category_scores_gemma":[0.0006401058,0.0001693392,0.00003541919,0.003165365,0.0002352297,0.001784038,0.0001640598,0.0001059289,0.001181177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005088753,"about_ca_system_score_gemma":0.0001130391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006479004,"about_ca_topic_score_gemma":0.0002249675,"domain_scores_codex":[0.9976904,0.00001853568,0.0002846288,0.0007574256,0.0007533958,0.0004955666],"domain_scores_gemma":[0.9990011,0.00006753983,0.0001374218,0.0002968567,0.0004413864,0.0000556934],"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":[0.0005228943,0.0006417013,0.0855535,0.0002413591,0.0000662777,0.00002593015,0.02439097,0.00006150456,0.003229466,0.7277108,0.1263639,0.03119169],"study_design_scores_gemma":[0.0007162105,0.001191029,0.7871165,0.0003809072,0.00006834342,0.000002038001,0.01866134,0.0002979305,0.0008713579,0.02626638,0.1630271,0.001400869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.832423,0.00001362829,0.02125977,0.03612257,0.002981273,0.00222028,0.000006934715,0.0003838053,0.1045888],"genre_scores_gemma":[0.9843543,1.443592e-7,0.004742085,0.004941909,0.001060449,0.0000681711,0.000006357136,0.00001478935,0.004811752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.701563,"threshold_uncertainty_score":0.9995965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04508583923096362,"score_gpt":0.3185180352835953,"score_spread":0.2734321960526317,"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."}}