{"id":"W2905276936","doi":"10.5430/ijhe.v7n6p161","title":"Organizational Culture Types that Academicians Associate with Their Institutions","year":2018,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Educational Leadership and Administration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organizational culture; Test (biology); LISREL; Psychology; Perception; Hierarchy; Institution; IBM; Clan; Descriptive statistics; Statistics; Mathematics education; Management; Social science; Sociology; Public relations; Mathematics; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003118055,0.00009316314,0.00009351294,0.0001587356,0.0003010619,0.0001416415,0.0004030569,0.0001117257,0.0009021298],"category_scores_gemma":[0.0001448111,0.00007319744,0.00004889156,0.0002677174,0.0002776825,0.0006329823,0.00001068499,0.0002019466,0.00004443691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003633851,"about_ca_system_score_gemma":0.003119259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006150269,"about_ca_topic_score_gemma":0.0001867922,"domain_scores_codex":[0.9987482,0.00009529021,0.0002410116,0.0001107358,0.0006732892,0.0001314321],"domain_scores_gemma":[0.9970886,0.00007073893,0.0004147828,0.0000604225,0.002259164,0.0001063228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001139853,0.0007188727,0.0848885,0.000005311096,0.0003545672,0.000003303225,0.04317333,0.00001944881,0.0006500946,0.815651,0.05112945,0.003292134],"study_design_scores_gemma":[0.000321169,0.0001299053,0.0543168,0.00013295,0.00005044884,0.00004154196,0.01095309,0.000001333902,0.001349769,0.02068105,0.911837,0.000184981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4546819,0.001119535,0.001299845,0.2124639,0.02241095,0.000364341,0.00005506058,0.00009961954,0.3075048],"genre_scores_gemma":[0.9784897,0.00006873487,0.0009545776,0.00206281,0.006878105,0.000003754833,0.0000446637,0.000009932269,0.01148772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8607075,"threshold_uncertainty_score":0.9877689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05693891511087921,"score_gpt":0.386594021367096,"score_spread":0.3296551062562168,"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."}}