{"id":"W4322747517","doi":"10.21608/jsb.2023.185880.1549","title":"التوظیف السیاسی لخطاب الكراهیة فی تغطیة الریاضة: دراسة حالة لكأس العالم بقطر 2022","year":2023,"lang":"ar","type":"article","venue":"مجلة البحوث الإعلامیة","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","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":[0.0008353955,0.0005414358,0.0001979172,0.0006117197,0.003478009,0.006955273,0.0004435016,0.001990468,0.1809086],"category_scores_gemma":[0.00327266,0.0004456664,0.0002461608,0.0008717535,0.002680872,0.001964293,0.001739584,0.004382143,0.1274983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003387384,"about_ca_system_score_gemma":0.003322013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01333993,"about_ca_topic_score_gemma":0.02183615,"domain_scores_codex":[0.9990663,0.0001738167,0.00005144989,0.0001170526,0.0003938054,0.0001975233],"domain_scores_gemma":[0.999297,0.0002088792,0.00003952742,0.00007469299,0.0002927775,0.00008707448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003446454,0.0001185016,0.003523064,0.0005302659,0.00002082468,0.0009389498,0.01786823,0.0003195816,0.008736539,0.3492016,0.4895974,0.1288003],"study_design_scores_gemma":[0.000007939238,0.00002081209,0.004231713,0.000114045,0.000003138639,0.0001291358,0.004210657,0.00004873615,0.001642996,0.005418013,0.9841559,0.0000169102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008622586,0.002701039,0.00132903,0.009586942,0.002450177,0.0001118205,0.0005737302,0.0002262281,0.9743983],"genre_scores_gemma":[0.04461754,0.001798504,0.001053942,0.002981034,0.0003801753,0.0001735972,0.0003625415,0.0003254806,0.9483072],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1809086,"threshold_uncertainty_score":0.6051996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722232065524097,"score_gpt":0.2440920567667327,"score_spread":0.2268697361114917,"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."}}