{"id":"W3011245502","doi":"10.5539/gjhs.v12n5p20","title":"Influence of Hate Speech on Public Perception of Presidential Candidates’ Credibility During the 2015 Presidential Election in Nigeria","year":2020,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presidential system; Presidential election; Credibility; Politics; Political science; General election; Public opinion; Psychology; Social psychology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00143397,0.0001753643,0.0001850992,0.0004856361,0.0009390041,0.00120109,0.0001354465,0.0003732761,0.001903592],"category_scores_gemma":[0.0072779,0.0001554979,0.0001626064,0.0002832686,0.000590693,0.0005215316,0.0006062314,0.0007291301,0.0001776538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006204149,"about_ca_system_score_gemma":0.0005449527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005111607,"about_ca_topic_score_gemma":0.009072597,"domain_scores_codex":[0.9991241,0.0004026527,0.0000681153,0.000057066,0.0001895095,0.0001584972],"domain_scores_gemma":[0.9922094,0.002774549,0.003629875,0.0001967081,0.0006242386,0.0005651538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003753724,0.0002426448,0.9141515,0.0002510601,0.00005879339,0.001319551,0.05035537,0.0001289421,0.003177882,0.0006672182,0.0009496993,0.02832194],"study_design_scores_gemma":[0.000004044379,0.0001613697,0.9422249,0.0001233455,0.00002724098,0.0002824668,0.05359984,0.0002802189,0.0005891651,0.0001097996,0.002579196,0.00001844676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970474,0.0002133667,0.00004577444,0.0002596485,0.00001586344,0.000005963667,0.00001644762,0.000001278345,0.002394293],"genre_scores_gemma":[0.9994918,0.0001600161,0.0000269988,0.00002974655,0.00001100968,0.000002299739,0.000009782896,5.716822e-7,0.0002677724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005111607,"threshold_uncertainty_score":0.01016372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362534299198034,"score_gpt":0.2909068563512413,"score_spread":0.277281513359261,"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."}}