{"id":"W2166328509","doi":"10.22230/ijepl.2012v7n5a395","title":"Teacher and Administrator Perceptions of Bullying in Schools","year":2012,"lang":"en","type":"article","venue":"International Journal of Education Policy and Leadership","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Psychology; Curriculum; Inclusion (mineral); Workplace bullying; Medical education; Applied psychology; Social psychology; Pedagogy; Medicine","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":[0.0003444879,0.00007093762,0.0001069531,0.0004263768,0.00003195061,0.00002586184,0.0001039137,0.00007586634,0.0004954502],"category_scores_gemma":[0.000309874,0.00006443958,0.00003254877,0.0001024893,0.00005977027,0.0002765607,0.00001088395,0.0002009746,0.000006199672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004875869,"about_ca_system_score_gemma":0.0002018027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001295351,"about_ca_topic_score_gemma":0.000008123297,"domain_scores_codex":[0.9992204,0.00009881544,0.0003361965,0.00007053051,0.0001470768,0.0001269951],"domain_scores_gemma":[0.99928,0.00009013694,0.0002978425,0.0000565037,0.000162851,0.000112704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001074519,0.0006088909,0.9394311,0.0000221361,0.0000638431,0.000001231257,0.02531407,0.000003828196,0.0007989173,0.01483415,0.004269494,0.0145449],"study_design_scores_gemma":[0.0006768444,0.00006602905,0.9342736,0.0003038645,0.0000203588,0.0003159069,0.05746263,0.000006709955,0.0001050173,0.0006887501,0.005977772,0.0001025347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867494,0.001822713,0.0001744062,0.007959517,0.0009298597,0.00005223533,0.000003472694,0.000003555834,0.002304819],"genre_scores_gemma":[0.996097,0.0001096754,0.0003674678,0.0007043204,0.001496886,0.000003923529,0.000003713916,0.000007461158,0.001209529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03214855,"threshold_uncertainty_score":0.5424833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031903308385529,"score_gpt":0.4066698347746227,"score_spread":0.3034795039360697,"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."}}