{"id":"W2797949032","doi":"","title":"Preventing and Managing Workplace Violence: A Canadian Perspective","year":2012,"lang":"en","type":"article","venue":"ASSE Professional Development Conference and Exposition","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Public relations; Political science; Sociology; Criminology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008540109,0.0001195518,0.0001075823,0.0001323094,0.001523597,0.0001190896,0.00008082162,0.0001058409,0.0001188896],"category_scores_gemma":[0.00004825353,0.0001131565,0.00001394881,0.0001583379,0.0001037831,0.0007013648,0.00006246578,0.0001687739,0.00002665357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001959119,"about_ca_system_score_gemma":0.0006571385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01271091,"about_ca_topic_score_gemma":0.01565784,"domain_scores_codex":[0.9987403,0.0001373251,0.0001499965,0.0002142369,0.0002494025,0.0005087266],"domain_scores_gemma":[0.9993659,0.00006963878,0.00006568364,0.00005068649,0.0001182268,0.0003298172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005272266,0.0001250333,0.4823946,0.00006326946,0.00005824886,0.00001031303,0.2140189,6.553024e-7,0.0008191402,0.1620887,0.0006250439,0.1397433],"study_design_scores_gemma":[0.0005486694,0.00003725581,0.4670233,0.005067294,0.0000448605,0.00001633036,0.4917655,0.00008977614,0.0007916138,0.02095961,0.012736,0.0009197718],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829992,0.0009111408,0.0001856859,0.002770245,0.0004457177,0.0002784209,0.000001123347,0.00003952759,0.01236894],"genre_scores_gemma":[0.9961818,0.0005389532,0.001255345,0.0002904157,0.0001362313,0.00005333615,0.000009893947,0.000006365741,0.001527604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2777466,"threshold_uncertainty_score":0.9997763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248209832008666,"score_gpt":0.3125214242707582,"score_spread":0.2900393259506716,"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."}}