{"id":"W2130104883","doi":"10.1016/j.erap.2008.09.010","title":"A qualitative and quantitative evaluation of an experiment for preventing violence in the workplace","year":2008,"lang":"en","type":"article","venue":"European Review of Applied Psychology","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de Santé Publique du Québec; Université Laval","funders":"","keywords":"Psychology; Valuation (finance); Intervention (counseling); Social psychology; Psychiatry; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01345655,0.00007631254,0.0002220225,0.00004657742,0.0001286403,0.000003813573,0.0002387143,0.00002269687,0.00002529679],"category_scores_gemma":[0.0002825349,0.00005786497,0.00003799806,0.0002638757,0.0003570048,0.00005777497,0.00001701957,0.0000731792,0.00000392081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001223687,"about_ca_system_score_gemma":0.00004580048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001989783,"about_ca_topic_score_gemma":0.00001630748,"domain_scores_codex":[0.9964409,0.002490393,0.0003964739,0.0002259708,0.0002945694,0.000151662],"domain_scores_gemma":[0.998951,0.0004220601,0.0003148144,0.0001725788,0.0001170252,0.00002252205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003206901,0.0005770854,0.0006489048,0.001391218,0.00004531395,0.000003648106,0.7559405,0.00002188197,0.001982696,0.07056535,0.001114502,0.1673882],"study_design_scores_gemma":[0.007119193,0.002262459,0.04197958,0.04071314,0.0004344344,0.00001606545,0.8459507,0.0001886966,0.001119009,0.03218147,0.02683084,0.001204438],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354069,0.02065219,0.0002565822,0.000431885,0.0000531483,0.001714462,0.000002637689,0.000007657695,0.04147458],"genre_scores_gemma":[0.9700697,0.023734,0.005371015,0.0006455165,0.00002915008,0.0001296065,0.000004495661,0.00000820368,0.000008312833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1661838,"threshold_uncertainty_score":0.4663797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1802897991310562,"score_gpt":0.5069356481791986,"score_spread":0.3266458490481423,"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."}}