{"id":"W2130849302","doi":"10.5539/hes.v1n2p65","title":"Organizational Political Tactics in Universities","year":2011,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Multivariate analysis of variance; Descriptive statistics; Test (biology); Public relations; Perception; State (computer science); Sample (material); Descriptive research; Psychology; Likert scale; Higher education; Political science; Sociology; 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":[0.002983527,0.0002234289,0.0002167498,0.002727642,0.004327453,0.004588902,0.0004863945,0.0005618862,0.002573012],"category_scores_gemma":[0.008157753,0.0001915493,0.0001377288,0.002413702,0.00348098,0.001269522,0.002202142,0.000837094,0.000155818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004353091,"about_ca_system_score_gemma":0.002689803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004750283,"about_ca_topic_score_gemma":0.005949425,"domain_scores_codex":[0.9950492,0.002634677,0.0001882988,0.0001862155,0.001038593,0.0009030423],"domain_scores_gemma":[0.9911377,0.002378338,0.003711509,0.0003141201,0.0007910327,0.001667234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001484484,0.000383721,0.4773908,0.0003253081,0.0000783346,0.0009598676,0.2938397,0.0005717497,0.003567814,0.05727189,0.00252626,0.1629361],"study_design_scores_gemma":[0.00003542949,0.0002719559,0.606371,0.0003402587,0.00005787019,0.0007839213,0.3073451,0.001048876,0.001504014,0.01119889,0.0709644,0.0000783523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756177,0.0009233425,0.0004780016,0.0008656823,0.00002236756,0.00002216854,0.000007202563,0.000007359387,0.02205627],"genre_scores_gemma":[0.999064,0.0001951846,0.00009423328,0.00004837058,0.000008233988,0.000005802795,0.000003129502,0.000001151855,0.0005798956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004750283,"threshold_uncertainty_score":0.03158402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096662915603257,"score_gpt":0.3935981244679297,"score_spread":0.283931832907604,"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."}}