{"id":"W228347611","doi":"10.2139/ssrn.2591299","title":"Anonymity and Online Commenting: An Empirical Study","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Social Media and Politics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Anonymity; Internet privacy; Political science; Computer science; Computer security","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":[0.01757922,0.0003704627,0.0005652339,0.002967619,0.0051309,0.004371477,0.001314476,0.002036178,0.01141172],"category_scores_gemma":[0.1465235,0.0005685326,0.0006231935,0.00343128,0.003865722,0.005610553,0.003043978,0.003396068,0.001521405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002024251,"about_ca_system_score_gemma":0.002496667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005587015,"about_ca_topic_score_gemma":0.006193222,"domain_scores_codex":[0.9770415,0.0168557,0.001223901,0.0008386354,0.0025793,0.001461002],"domain_scores_gemma":[0.4276356,0.4720368,0.06414076,0.01149351,0.01795215,0.006741066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001389036,0.005078895,0.8713807,0.0003462463,0.0001199238,0.0007229054,0.09438716,0.000194787,0.0008558792,0.004070923,0.00128275,0.02017074],"study_design_scores_gemma":[0.0001420759,0.001395909,0.7506408,0.0004030117,0.0002728348,0.001550811,0.2310551,0.002006635,0.001677544,0.003396067,0.007325594,0.000133616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986385,0.0001625505,0.000680542,0.0005788784,0.00002232748,0.0001100625,0.0001280554,0.000008146085,0.01192427],"genre_scores_gemma":[0.9980779,0.00013174,0.0002535222,0.0001151286,0.00004449951,0.00007909568,0.00007310997,0.00001228653,0.001212756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01757922,"threshold_uncertainty_score":0.09296894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08488868469015527,"score_gpt":0.4239388420173268,"score_spread":0.3390501573271716,"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."}}