{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001663691,0.0000537712,0.00007508526,0.00009111562,0.0002358838,0.00001676395,0.00008507472,0.00003770375,0.001906325],"category_scores_gemma":[0.00004526016,0.00005516095,0.00001278411,0.0003175243,0.0002450253,0.0001130575,0.00002359519,0.00005987004,0.0001177688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004322636,"about_ca_system_score_gemma":0.001049636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004009691,"about_ca_topic_score_gemma":0.00009833137,"domain_scores_codex":[0.999327,0.00008247697,0.0001149832,0.0001068182,0.0001785001,0.0001902142],"domain_scores_gemma":[0.9993639,0.0001019638,0.00002157201,0.00005797137,0.0003742748,0.00008034075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000132318,0.0001403343,0.02697062,0.000004933767,0.00001010945,3.50498e-7,0.0341729,1.379171e-8,4.913068e-7,0.9362617,0.002402474,0.00003481115],"study_design_scores_gemma":[0.00007042116,0.000006511498,0.1761557,0.00002387833,0.000009813235,3.076107e-7,0.4757999,4.182603e-8,0.00002574358,0.2133868,0.1344073,0.0001136454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.335077,0.0005728666,0.00001402116,0.02427064,0.003686312,0.00009835019,0.000001090106,0.00008479965,0.6361949],"genre_scores_gemma":[0.9698977,0.0000748606,0.002333155,0.002215822,0.0002061953,0.00001088092,0.000002831121,0.000004664776,0.02525389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7228748,"threshold_uncertainty_score":0.9990061,"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."}}