{"id":"W2965882970","doi":"10.7202/1060842ar","title":"Hybrid Organizational Responses to Institutional Complexity: A Cross-Case Study of Three European Universities","year":2019,"lang":"en","type":"article","venue":"Management international","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Democratization; Stability (learning theory); Face (sociological concept); Business; Knowledge management; Political science; Public relations; Sociology; Computer science; Politics; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005898815,0.0003760382,0.0003561334,0.001756853,0.003827631,0.002568225,0.001109552,0.001807512,0.001475663],"category_scores_gemma":[0.008198853,0.0003085228,0.0003748521,0.002147562,0.00293284,0.002375378,0.003981419,0.001046754,0.0002076369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003922084,"about_ca_system_score_gemma":0.001259959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0127901,"about_ca_topic_score_gemma":0.02622121,"domain_scores_codex":[0.9955186,0.002909837,0.0001795154,0.0002684879,0.0003088459,0.0008146992],"domain_scores_gemma":[0.9927978,0.003956,0.001147858,0.0005656453,0.0007219337,0.0008108083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000775598,0.004886511,0.3908554,0.0001904106,0.0001429505,0.01277715,0.5315197,0.002504343,0.003707186,0.007015379,0.0008928088,0.04473257],"study_design_scores_gemma":[0.00005319479,0.001054799,0.3029287,0.0001359102,0.0000664085,0.002619227,0.6796209,0.003370345,0.002283235,0.001779882,0.006009559,0.00007781851],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992551,0.00003403475,0.0002112258,0.00004018563,0.000001203722,0.00001641729,0.000009704522,9.167641e-7,0.0004310388],"genre_scores_gemma":[0.9992894,0.00005421065,0.000265656,0.00003989378,0.000002160928,0.00002162339,0.00002332443,0.000001810977,0.000301851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0127901,"threshold_uncertainty_score":0.0311963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03211878217635022,"score_gpt":0.2532131810195313,"score_spread":0.2210943988431811,"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."}}