{"id":"W6887708422","doi":"10.17605/osf.io/zuc6p","title":"About the United States of America (U.S.A) “Cancel Culture” and Racism on Twitter - #Michael Ayele (a.k.a) W October 28th 2022 - #Association for the Advancement of Civil Liberties (AACL)","year":2023,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Racism; Civil liberties; Government (linguistics); Misinformation; Subject (documents); German; Residence; Censorship","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":["insufficient_payload"],"category_scores_codex":[0.002074037,0.0001877808,0.0002502717,0.0001348317,0.000272585,0.00009116226,0.0008820152,0.00008618485,0.001551506],"category_scores_gemma":[0.0008221308,0.0001317897,0.000121951,0.0006575213,0.0001342205,0.0001945862,0.0006835068,0.000222672,0.005196088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121799,"about_ca_system_score_gemma":0.00006027614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003130212,"about_ca_topic_score_gemma":0.00004667566,"domain_scores_codex":[0.9977494,0.0002708643,0.0004132249,0.0007575394,0.0004783625,0.0003306129],"domain_scores_gemma":[0.9967954,0.0009158063,0.000473651,0.001510587,0.0002353422,0.00006927997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001442184,0.001107834,0.01668069,0.0008053315,0.002016304,0.00001042685,0.1287737,0.08507747,0.06413464,0.01880764,0.1600856,0.5210581],"study_design_scores_gemma":[0.001160041,0.00003801297,0.01511354,0.0001480846,0.00008501615,0.000004872807,0.00179039,0.06079987,0.07011542,0.009024045,0.8413137,0.0004070156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6992456,0.00008519043,0.2290367,0.0137306,0.001989325,0.004997509,0.0001166212,0.0006058352,0.0501926],"genre_scores_gemma":[0.6333942,0.008053306,0.00358274,0.002412404,0.0001725352,0.001363725,0.00009563396,0.00007568856,0.3508497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6812281,"threshold_uncertainty_score":0.9993612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136477368985734,"score_gpt":0.2520807952902492,"score_spread":0.2384330583916758,"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."}}