{"id":"W4405113473","doi":"10.25306/skad.1446002","title":"Şiddetin Topolojisi","year":2024,"lang":"tr","type":"article","venue":"Sosyal ve Kültürel Araştırmalar Dergisi (SKAD)","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Theology; Humanities; Art; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001372733,0.0009536022,0.0005277573,0.001453483,0.005361717,0.007771019,0.0009324747,0.001738005,0.08432294],"category_scores_gemma":[0.002442244,0.0003992848,0.0007276929,0.001800944,0.00262056,0.002912144,0.005449776,0.003166139,0.01754082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004819472,"about_ca_system_score_gemma":0.006656939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02112309,"about_ca_topic_score_gemma":0.03394876,"domain_scores_codex":[0.9978665,0.0004051343,0.00008605345,0.0003169689,0.0008139086,0.0005115508],"domain_scores_gemma":[0.9983931,0.0002115736,0.0001936491,0.0001644915,0.0006657524,0.0003713352],"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":[0.0004572731,0.0003934816,0.04717205,0.001418779,0.0001419289,0.002422308,0.02347142,0.001029849,0.004778504,0.2983631,0.2275507,0.3928006],"study_design_scores_gemma":[0.00001444729,0.00009186772,0.02203917,0.0005267692,0.00003810436,0.0008357535,0.01338085,0.0002527897,0.001621751,0.01463317,0.946507,0.00005828057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09222711,0.01013438,0.009471375,0.02006989,0.002456601,0.0001764315,0.002484722,0.0005635115,0.862416],"genre_scores_gemma":[0.4991256,0.01050881,0.00711906,0.003561301,0.0005553942,0.0001594885,0.003112927,0.0003710348,0.4754863],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08432294,"threshold_uncertainty_score":0.2820883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112003723789901,"score_gpt":0.2426497839069772,"score_spread":0.2315297466690782,"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."}}