{"id":"W7117874067","doi":"10.5220/0013918900004919","title":"MemeCheck: Automated Meme Analysis for Identifying Offensive Text and Visuals","year":2025,"lang":"","type":"article","venue":"","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Offensive; Visualization; Feature (linguistics); Data visualization","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":[0.0005158079,0.001349839,0.0006447444,0.004470608,0.000606839,0.001099158,0.0008805089,0.001034031,0.01364066],"category_scores_gemma":[0.002279706,0.0003242287,0.000542938,0.001198907,0.0002854093,0.00137374,0.001842402,0.0004559659,0.00822872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002104377,"about_ca_system_score_gemma":0.0003293407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001871698,"about_ca_topic_score_gemma":0.003718524,"domain_scores_codex":[0.9995599,0.00005198085,0.0000272116,0.0001238737,0.0001658637,0.00007114854],"domain_scores_gemma":[0.9992349,0.0002447722,0.00009040351,0.000138501,0.0002093816,0.00008195514],"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":[0.001145063,0.0003627574,0.009615626,0.001108377,0.0004105862,0.0009720426,0.0007492632,0.001668893,0.1476388,0.001724829,0.1827867,0.6518171],"study_design_scores_gemma":[0.0004258668,0.001251938,0.1131535,0.0003556032,0.0004688692,0.003457583,0.002351666,0.2602928,0.3527772,0.009267463,0.2557372,0.0004602523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.2324166,0.003349157,0.3114393,0.000626523,0.00162954,0.001666793,0.09702328,0.3195719,0.0322769],"genre_scores_gemma":[0.4759347,0.001054071,0.3795904,0.0005064472,0.0006823912,0.001984778,0.07484936,0.007782794,0.05761497],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01364066,"threshold_uncertainty_score":0.0456326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971269958195127,"score_gpt":0.3292488161002793,"score_spread":0.2995361165183281,"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."}}