{"id":"W2742243227","doi":"10.3390/ijerph14080888","title":"Adversity in University: Cyberbullying and Its Impacts on Students, Faculty and Administrators","year":2017,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Simon Fraser University","keywords":"Thematic analysis; Focus group; Psychology; Medical education; Perception; Mental health; Qualitative research; Work (physics); Affect (linguistics); Public relations; Pedagogy; Political science; Medicine; Sociology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001242629,0.00007010566,0.0001155142,0.000282459,0.000391123,0.0001603894,0.0003079162,0.00005410498,0.0001500452],"category_scores_gemma":[0.0001369869,0.00006307256,0.00001581291,0.00002957967,0.0001556861,0.0003730252,0.0002154044,0.0003406568,0.000004430689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002130595,"about_ca_system_score_gemma":0.0001018413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001909358,"about_ca_topic_score_gemma":0.0000750301,"domain_scores_codex":[0.9986594,0.0001828185,0.00017293,0.0001584483,0.0005849593,0.0002414537],"domain_scores_gemma":[0.9991509,0.00009501618,0.000229952,0.00008006687,0.00004052295,0.0004034943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003537539,0.0005914693,0.9654481,0.00001014269,0.00007379609,0.0002610582,0.002092074,6.929582e-7,0.00006258117,0.001260315,0.0005302829,0.02931577],"study_design_scores_gemma":[0.001619556,0.0005140574,0.9841613,0.00009932382,0.00000123781,0.00008668175,0.003329479,0.00001394097,0.000007387964,0.00007573658,0.01004032,0.00005102332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923274,0.0004441894,0.000007748227,0.006349919,0.0001400529,0.00009033691,0.00004966425,0.000001757561,0.0005889484],"genre_scores_gemma":[0.9951808,0.004217057,0.00002645146,0.0001372031,0.00006691412,2.848451e-7,0.000006714013,0.000004680336,0.0003598555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02926474,"threshold_uncertainty_score":0.3008241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105416534938344,"score_gpt":0.4366463697235459,"score_spread":0.331229834785202,"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."}}