{"id":"W4246725303","doi":"10.1017/9781316160930.001","title":"Introduction","year":2017,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006485169,0.0009274465,0.0004915838,0.001619719,0.0008881497,0.002819813,0.001409672,0.001589248,0.5220731],"category_scores_gemma":[0.002058401,0.0002850205,0.0005115879,0.001538505,0.0004933536,0.002303776,0.001542685,0.001659565,0.3586866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212984,"about_ca_system_score_gemma":0.001561926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697534,"about_ca_topic_score_gemma":0.002784705,"domain_scores_codex":[0.9994808,0.00004883573,0.00002750787,0.0001179669,0.0002674675,0.00005740005],"domain_scores_gemma":[0.9993041,0.0001121971,0.00003729595,0.00006629986,0.0003363358,0.0001438808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002969482,0.00003977602,0.0001111398,0.0005644494,0.000002752015,0.00006991017,0.0001344727,0.000121401,0.0003851959,0.01457191,0.8112646,0.1727047],"study_design_scores_gemma":[0.000001320508,0.000007901901,0.0001179138,0.0001410829,7.859929e-7,0.00004588759,0.00002490854,0.00001013755,0.00004428055,0.001371734,0.9982318,0.000002193245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001047393,0.0227646,0.006198814,0.009573764,0.0140013,0.0004398947,0.01098526,0.001587527,0.9334014],"genre_scores_gemma":[0.002811415,0.01448344,0.002551461,0.002901309,0.002271319,0.0001936297,0.007085409,0.0003770641,0.9673249],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5220731,"threshold_uncertainty_score":0.6817046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777260558617996,"score_gpt":0.2398808093087254,"score_spread":0.2121082037225454,"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."}}