{"id":"W2085561753","doi":"10.12968/jpar.2013.5.9.508","title":"Violence in the workplace: implementing the Instant Aggression Model","year":2013,"lang":"en","type":"article","venue":"Journal of Paramedic Practice","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Aggression; Emergency Care Practitioner; Combat Medical Technician; Psychology; Interpersonal communication; Panic; Instant; State (computer science); Social psychology; Anxiety; Psychiatry; Computer science; Pedagogy; Continuing professional development","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":[0.01077242,0.00008803332,0.0001378004,0.00007239596,0.0006390393,0.0002406563,0.0007626339,0.00007177826,0.000115532],"category_scores_gemma":[0.004702146,0.00004303095,0.00006600349,0.0004827061,0.0001935028,0.00135128,0.00006031915,0.0008489316,0.00003707948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008679715,"about_ca_system_score_gemma":0.0004483478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009077491,"about_ca_topic_score_gemma":0.0001471127,"domain_scores_codex":[0.9970517,0.0008996067,0.000486239,0.00009708575,0.001061739,0.0004036979],"domain_scores_gemma":[0.9960371,0.002570927,0.0009219094,0.0001705476,0.0002188006,0.00008066494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003904115,0.0008869662,0.0427248,0.0000387509,0.0001344913,0.0004354799,0.1752335,0.004023621,0.0007955318,0.01447499,0.0746716,0.6861898],"study_design_scores_gemma":[0.001388197,0.0002301232,0.002830596,0.006338566,0.0001848461,0.0003432493,0.7113523,0.009663952,0.00005388143,0.02580404,0.2414272,0.0003830784],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8747116,0.003363885,0.001663088,0.1038251,0.0004846223,0.0004896609,4.790668e-7,0.00001193865,0.01544956],"genre_scores_gemma":[0.9864057,0.008597632,0.001183051,0.003346626,0.0003707281,0.00001366294,1.351306e-7,0.000005281338,0.00007719589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6858068,"threshold_uncertainty_score":0.5629248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679113136925133,"score_gpt":0.3705418902629096,"score_spread":0.3437507588936583,"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."}}