{"id":"W2336569683","doi":"10.1177/1476127016641726","title":"Organizational responses to institutional complexity stemming from emerging logics: The role of individuals","year":2016,"lang":"en","type":"article","venue":"Strategic Organization","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sensemaking; Optimal distinctiveness theory; Reinterpretation; Expansive; Institutional theory; Organizational field; Action (physics); Complexity theory and organizations; Field (mathematics); Construct (python library); Affect (linguistics); Institutional logic; Legitimacy; Sociology; Public relations; Political science; Knowledge management; Organizational learning; Social psychology; Psychology; Politics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0123945,0.0003454216,0.0002802323,0.001973528,0.00660384,0.008826076,0.001459954,0.00172309,0.001906991],"category_scores_gemma":[0.01818367,0.0002460688,0.0003198573,0.001029091,0.02346678,0.003952001,0.00786022,0.002147845,0.0001379371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006052354,"about_ca_system_score_gemma":0.00736279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01550673,"about_ca_topic_score_gemma":0.02297263,"domain_scores_codex":[0.9832076,0.0103713,0.0004026941,0.001220657,0.002508971,0.002288832],"domain_scores_gemma":[0.9765524,0.01095058,0.004365078,0.002012236,0.002171506,0.003948187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001807013,0.0002238279,0.1398349,0.0002266751,0.0001048246,0.001005559,0.6883833,0.0009885227,0.005698332,0.09716991,0.00109898,0.06508449],"study_design_scores_gemma":[0.00003461116,0.0001847175,0.08963767,0.0002038217,0.00006090627,0.0002410533,0.8178018,0.001385081,0.001620586,0.06049183,0.02823077,0.0001071174],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432858,0.000359577,0.005469266,0.00531032,0.00006207428,0.00006238924,0.00001423996,0.00002583456,0.04541049],"genre_scores_gemma":[0.9984549,0.00006578282,0.0006591514,0.000261589,0.000008233638,0.0000103169,0.000004984861,0.000005259251,0.0005297572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01550673,"threshold_uncertainty_score":0.06554919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0369263128673427,"score_gpt":0.2298520540661987,"score_spread":0.192925741198856,"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."}}