{"id":"W2146673253","doi":"10.5539/ies.v4n1p193","title":"Gender differences in Workplace Deviant Behavior of University Teachers and Modification Techniques","year":2011,"lang":"en","type":"article","venue":"International Education Studies","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deviance (statistics); Psychology; Interpersonal communication; Social psychology; Statistics; Mathematics","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":[0.0005836349,0.0001751948,0.0001504213,0.0004539415,0.000335462,0.0003035262,0.0001606331,0.000111093,0.002155162],"category_scores_gemma":[0.003048022,0.0001063821,0.0001543709,0.0001884139,0.0002933639,0.0001798336,0.0002907781,0.0002368224,0.000207454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002093035,"about_ca_system_score_gemma":0.0002778984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002111618,"about_ca_topic_score_gemma":0.004147994,"domain_scores_codex":[0.9995843,0.0001355459,0.0000308228,0.00006457506,0.0001251769,0.00005965107],"domain_scores_gemma":[0.998888,0.0002806922,0.0004325741,0.0001338061,0.00009787346,0.0001670562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004745563,0.001476858,0.8898973,0.00003720084,0.00003108409,0.000354378,0.009697855,0.00005431584,0.01897086,0.0003202165,0.0002185247,0.07846682],"study_design_scores_gemma":[0.000008551039,0.0008311151,0.9946203,0.00001017699,0.00001101965,0.0002996069,0.002429434,0.0000888029,0.001147249,0.00004848307,0.0004993365,0.000005935453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999334,0.00004096399,0.00009484938,0.00001366991,0.000002997054,0.000008488263,0.000008787033,0.000002759246,0.0004934855],"genre_scores_gemma":[0.99885,0.00004777935,0.0002737286,0.000007804682,0.000002375151,0.00001204606,0.00001952692,0.000001994694,0.000784706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002155162,"threshold_uncertainty_score":0.007209718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384831255849805,"score_gpt":0.3850398013344571,"score_spread":0.2465566757494766,"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."}}