{"id":"W2400166389","doi":"10.1177/0018726715622556","title":"Theorization as institutional work: The dynamics of roles and practices","year":2016,"lang":"en","type":"article","venue":"Human Relations","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Construct (python library); Institutional theory; Work (physics); Sociology; Process (computing); Temporary work; Public relations; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002255021,0.00005452402,0.00005551407,0.00005044591,0.0004881615,0.00008615495,0.00007349953,0.00004067688,0.00008552142],"category_scores_gemma":[0.0006509324,0.00003224862,0.00002772432,0.0001883159,0.0002161884,0.0008021087,0.0000402548,0.00004622395,0.00002049037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003801281,"about_ca_system_score_gemma":0.0000250712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002057364,"about_ca_topic_score_gemma":0.0002492395,"domain_scores_codex":[0.9995785,0.00001572094,0.0001247189,0.00008308563,0.0001140307,0.00008397266],"domain_scores_gemma":[0.9994552,0.00009596658,0.0002233357,0.00009305726,0.000126708,0.000005775702],"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":[0.000004740069,0.00002609953,0.1277326,0.000008749988,0.00001018508,2.123324e-7,0.0001876971,0.00003103922,0.000008542742,0.8708898,0.00009540417,0.00100493],"study_design_scores_gemma":[0.0002406552,0.000006667059,0.5911791,0.00003643752,0.00007187064,5.231973e-7,0.002458171,0.0002099345,0.000001253099,0.4011881,0.004524606,0.00008269028],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405578,0.00005363602,0.001146621,0.006069285,0.00007145946,0.0001577579,0.000004411501,0.00003398227,0.05190504],"genre_scores_gemma":[0.9989858,0.000007488916,0.00001491366,0.0001047847,0.0001928959,0.00000392044,0.00001762204,0.000004203666,0.0006684137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4697017,"threshold_uncertainty_score":0.3754593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614531916130103,"score_gpt":0.294117518625497,"score_spread":0.2679721994641959,"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."}}