{"id":"W3149867861","doi":"10.1109/asonam49781.2020.9381476","title":"Generalisation of Cyberbullying Detection","year":2020,"lang":"en","type":"article","venue":"","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Software portability; Computer science; Classifier (UML); Machine learning; Variety (cybernetics); Generalization; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.01098478,0.001418591,0.001776056,0.004653888,0.001014801,0.002229616,0.001806508,0.002087284,0.003878234],"category_scores_gemma":[0.02759866,0.0005536146,0.002498109,0.002216038,0.0009666409,0.003682158,0.001929545,0.002582088,0.001612746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485021,"about_ca_system_score_gemma":0.0008123078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01297884,"about_ca_topic_score_gemma":0.01440071,"domain_scores_codex":[0.9952708,0.001572424,0.0002396344,0.00178549,0.0007273439,0.000404379],"domain_scores_gemma":[0.9852031,0.007563844,0.0007146004,0.003600591,0.002545577,0.0003722784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000922848,0.0006434293,0.3205236,0.000693232,0.00251291,0.0007849304,0.00135249,0.201222,0.01594786,0.01236424,0.02716933,0.4158631],"study_design_scores_gemma":[0.00004463148,0.0002830296,0.1290222,0.0001245797,0.0002616809,0.0008715309,0.0006147856,0.8292409,0.003196665,0.02986167,0.00639375,0.00008468694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6718159,0.002666679,0.3009232,0.002837367,0.0004386633,0.0004513217,0.005258013,0.003969107,0.01163979],"genre_scores_gemma":[0.9688336,0.0004221762,0.02128958,0.0003516304,0.0002440455,0.0001153594,0.005809725,0.0002256316,0.002708381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01297884,"threshold_uncertainty_score":0.05809373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157750610816322,"score_gpt":0.2011906784120072,"score_spread":0.179613172303844,"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."}}