{"id":"W1942911057","doi":"10.29173/mruer115","title":"The effects of technology on bullying","year":2014,"lang":"en","type":"article","venue":"Mount Royal Undergraduate Education Review","topic":"Education and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Psychology; Set (abstract data type); The Internet; Cyber bullying; Medical education; Pedagogy; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008471024,0.0000884598,0.0001751461,0.00006308444,0.0008785684,0.00003235474,0.0004252443,0.0000404862,0.00002475571],"category_scores_gemma":[0.002595413,0.00006387226,0.00006404742,0.000455371,0.0002795834,0.00002760047,0.00003886039,0.0001227491,0.0001261671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001200704,"about_ca_system_score_gemma":0.0003207105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002351289,"about_ca_topic_score_gemma":0.0001526669,"domain_scores_codex":[0.9987582,0.0004313191,0.0002749177,0.0001354766,0.0002396182,0.0001604804],"domain_scores_gemma":[0.9980755,0.0008599957,0.0002393442,0.0004956337,0.0002804534,0.00004900453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[7.640037e-7,0.00009814086,0.000410657,0.0002905446,0.00001227367,8.800765e-9,0.0003649435,3.480694e-7,0.000004868074,0.7940701,0.03519414,0.1695533],"study_design_scores_gemma":[0.00004297539,0.00002856402,0.0008047372,0.001136086,0.00002508123,1.334142e-7,0.001211564,0.000001817016,0.00003503351,0.01459631,0.9820467,0.00007099246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009418737,0.1980297,0.000166903,0.5949365,0.002675385,0.001374832,4.311803e-7,0.0001631708,0.1932343],"genre_scores_gemma":[0.7787327,0.2044186,0.0001878015,0.003772662,0.0001172071,0.000362065,0.000003174812,0.000009654458,0.0123961],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9468526,"threshold_uncertainty_score":0.6757326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148830264234784,"score_gpt":0.3366116257994926,"score_spread":0.3251233231571448,"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."}}