{"id":"W2105974297","doi":"","title":"A Comparative Analysis of Cyberbullying Perceptions of Preservice Educators: Canada and Turkey.","year":2011,"lang":"en","type":"article","venue":"The turkish online journal of educational technology","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turkish; Curriculum; Psychology; Perception; Medical education; Teacher education; Likert scale; Pedagogy; Medicine; Developmental psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000231383,0.0001466413,0.0005080968,0.0008517776,0.0001159755,0.000005644705,0.0004847719,0.0001495902,0.00189362],"category_scores_gemma":[0.00008181335,0.0001089913,0.0001134023,0.001439246,0.000300314,0.00008112081,0.00006614407,0.0003544943,0.000001164721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006416163,"about_ca_system_score_gemma":0.0008526985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06084616,"about_ca_topic_score_gemma":0.1310753,"domain_scores_codex":[0.9985138,0.0001233812,0.0007780335,0.0001756464,0.0002346802,0.0001744368],"domain_scores_gemma":[0.9971614,0.0003211461,0.001227526,0.0003286355,0.0008847708,0.00007651386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002588613,0.003225286,0.9231173,0.00006376683,0.004944931,0.000005340329,0.02554696,0.000712392,0.002101415,0.01626622,0.02220238,0.001555138],"study_design_scores_gemma":[0.0004988517,0.0002031562,0.9570748,0.0001305516,0.00124516,0.0001890947,0.03401877,0.0003205852,0.0001604617,0.003587623,0.002390589,0.000180423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934751,0.001407564,0.0001298451,0.003338564,0.000529906,0.0001155654,0.00007668002,0.000006028027,0.0009207645],"genre_scores_gemma":[0.9962424,0.00009380324,0.002995155,0.0001275384,0.0001370199,0.000008896235,0.00003146202,0.000009279199,0.0003544159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07022917,"threshold_uncertainty_score":0.9990188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497309176982981,"score_gpt":0.3251103923143553,"score_spread":0.3001373005445255,"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."}}