{"id":"W2898202043","doi":"10.1109/asonam.2018.8508555","title":"Rejecting the Null Hypothesis of Apathetic Retweeting of US Politicians and SPLC-defined Hate Groups in the 2016 US Presidential Election","year":2018,"lang":"en","type":"article","venue":"","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Presidential election; Presidential system; Test (biology); Political science; Ideology; Computer science; Psychology; Social psychology; Politics; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004208011,0.00007858181,0.0001332533,0.00003410056,0.0001482509,0.0000330353,0.0001328497,0.0000295281,0.00003600658],"category_scores_gemma":[0.00002756554,0.00004882725,0.00005590271,0.0001425395,0.0001598518,0.00006240458,0.00003643711,0.00009046705,0.000002151116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009098333,"about_ca_system_score_gemma":0.00003111652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01045568,"about_ca_topic_score_gemma":0.0002746417,"domain_scores_codex":[0.9992212,0.0001154559,0.0002621085,0.0001193396,0.0001113425,0.0001705241],"domain_scores_gemma":[0.9993677,0.0002357999,0.000167392,0.0001463603,0.00006778889,0.00001494209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008920774,0.0002914134,0.6321457,0.00008221657,0.0001621159,7.35226e-7,0.01755343,0.0000838634,0.01558468,0.3058841,0.0002013362,0.02792125],"study_design_scores_gemma":[0.00114956,0.0004863713,0.8352658,0.0003252657,0.0001335828,0.000003803149,0.01266932,0.007586426,0.02251673,0.1188074,0.0006028512,0.0004529196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883204,0.00001455589,0.0005356629,0.0002254278,0.00006815,0.0001501056,0.000007010247,0.000005156518,0.01067361],"genre_scores_gemma":[0.9994215,0.000005484524,0.0001703374,0.0000510611,0.0002282988,0.000004347139,8.919901e-7,0.000007639225,0.0001104111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2031201,"threshold_uncertainty_score":0.9961338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027602190445943,"score_gpt":0.2442795026871591,"score_spread":0.2340034807826996,"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."}}