{"id":"W2119062919","doi":"10.21432/t2dk5g","title":"Cyberbullying in schools: An examination of preservice teachers’ perception","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Perception; Pedagogy; Humanities","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005382037,0.00007817597,0.0001687247,0.001085762,0.0001060972,0.00001727178,0.0001359794,0.0002541723,0.0001843189],"category_scores_gemma":[0.0001976178,0.0000776394,0.00001834419,0.0004026296,0.00005692413,0.0001518774,0.000005033533,0.0006145865,0.000002925427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005843739,"about_ca_system_score_gemma":0.0001152721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008598758,"about_ca_topic_score_gemma":0.002418955,"domain_scores_codex":[0.9991525,0.0001756906,0.0002882751,0.0001253375,0.00006724557,0.0001909063],"domain_scores_gemma":[0.9993275,0.00001993551,0.0002805538,0.00009472652,0.0001474343,0.000129865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002012116,0.00005313897,0.5470953,0.000009395948,0.00001678648,0.00008303624,0.01381298,0.0002785199,0.003509212,0.001511287,0.0001266332,0.4334836],"study_design_scores_gemma":[0.001443741,0.001304361,0.9360268,0.0004489773,0.00003133764,0.0004879771,0.05186532,0.0006071238,0.0001297936,0.001311126,0.006132226,0.0002112569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962223,0.0008638749,0.0002944014,0.001077385,0.00009913916,0.00005176674,4.551343e-7,0.00001707149,0.001373569],"genre_scores_gemma":[0.9989434,0.00005806065,0.000666192,0.00002409972,0.0000447186,0.000001033064,0.000002919966,0.000008263713,0.0002512562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4332723,"threshold_uncertainty_score":0.3166043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362178783534119,"score_gpt":0.2761625014338653,"score_spread":0.2625407135985241,"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."}}