{"id":"W2160924012","doi":"10.3917/mana.155.0503","title":"Institutional Work and the Notion of Test","year":2012,"lang":"en","type":"article","venue":"M n gement","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Agency (philosophy); Value (mathematics); Diversity (politics); Temporality; Test (biology); Work (physics); Epistemology; Sociology; Political science; Positive economics; Computer science; Law; Economics; Philosophy; Engineering","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":[0.009383229,0.000315938,0.0004612262,0.002637367,0.005678811,0.01152177,0.001946529,0.004492407,0.003127935],"category_scores_gemma":[0.01461197,0.0004827453,0.0005746687,0.002987481,0.1112028,0.01533794,0.009789069,0.004267564,0.0004434989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007642918,"about_ca_system_score_gemma":0.003849371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00253509,"about_ca_topic_score_gemma":0.0014383,"domain_scores_codex":[0.9865812,0.008123456,0.0006709787,0.001282237,0.002028651,0.001313531],"domain_scores_gemma":[0.9782733,0.01119231,0.003172455,0.004628829,0.001402188,0.001330822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004094882,0.000002242574,0.0001476023,0.000008534656,9.14472e-7,0.00002363478,0.001919837,0.0001194023,0.00002676613,0.995933,0.0001424636,0.001671535],"study_design_scores_gemma":[0.000009265815,0.00001964465,0.0004493812,0.00008252374,0.000004374512,0.0001103614,0.003551649,0.0004949978,0.0001449878,0.9516978,0.04342,0.0000149813],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1376114,0.01038632,0.1081787,0.03839084,0.0004680338,0.0001236248,0.0001361309,0.0002703164,0.7044347],"genre_scores_gemma":[0.9867916,0.0009180389,0.006623577,0.0006408603,0.0001218179,0.00007824304,0.00003217647,0.00004009724,0.004753496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01152177,"threshold_uncertainty_score":0.05545354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343545545969628,"score_gpt":0.1881799278492344,"score_spread":0.1747444723895382,"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."}}