{"id":"W3112082559","doi":"10.1109/isi49825.2020.9280551","title":"A Bootstrapped Model to Detect Abuse and Intent in White Supremacist Corpora","year":2020,"lang":"en","type":"article","venue":"","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"White (mutation); Computer science; Computer security","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":[0.00230628,0.001179678,0.0005894447,0.002147363,0.0009271248,0.0009651176,0.001580616,0.001840019,0.002325015],"category_scores_gemma":[0.007880217,0.000506564,0.0007544082,0.001257758,0.001023536,0.001976486,0.001384598,0.002290264,0.003025362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009240228,"about_ca_system_score_gemma":0.0007004714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007695487,"about_ca_topic_score_gemma":0.01669412,"domain_scores_codex":[0.9989282,0.00043409,0.00005176917,0.0003334473,0.0001494175,0.0001029935],"domain_scores_gemma":[0.9955759,0.002975883,0.0002036152,0.0005620866,0.0005519871,0.0001305329],"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":[0.001400384,0.00130836,0.04052311,0.0008386535,0.0003529515,0.002270599,0.002698412,0.2243817,0.02488233,0.01215913,0.09800842,0.5911759],"study_design_scores_gemma":[0.00003715843,0.00009259867,0.004408452,0.00004787477,0.00003050911,0.0001355209,0.0002599839,0.9794213,0.003036369,0.006835251,0.005667808,0.00002716555],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6812096,0.00244832,0.2657006,0.0033525,0.0006024,0.000552932,0.01455203,0.01768994,0.01389164],"genre_scores_gemma":[0.8414671,0.0002999051,0.1147597,0.0006158391,0.0001985737,0.0005071667,0.03138536,0.0005838443,0.01018255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007695487,"threshold_uncertainty_score":0.01530141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160097666419798,"score_gpt":0.2336245148612458,"score_spread":0.2020235381970478,"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."}}