{"id":"W3048177027","doi":"10.21428/cb6ab371.6b295976","title":"Far-Right Digital Vigilantism as Technical Mediation: Anti-Immigration Activism on YouTube","year":2022,"lang":"en","type":"preprint","venue":"CrimRxiv","topic":"Social Media and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mediation; Immigration; Political activism; Political science; Criminology; Internet privacy; Sociology; Media studies; Politics; Law; Computer 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":[0.001872206,0.0003205567,0.0002026368,0.001216853,0.005488973,0.01281049,0.0004813404,0.0020696,0.01163048],"category_scores_gemma":[0.005155161,0.0002343475,0.0001840199,0.001204886,0.00958189,0.009679495,0.0052249,0.002032318,0.001243408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003077078,"about_ca_system_score_gemma":0.001489019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01989621,"about_ca_topic_score_gemma":0.0372057,"domain_scores_codex":[0.9981706,0.001106164,0.00003787667,0.0001792683,0.0002476178,0.0002584767],"domain_scores_gemma":[0.9970551,0.002084012,0.0002619914,0.0001871326,0.000182591,0.0002292971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000198802,0.00009447114,0.0225377,0.0002723197,0.00003915632,0.00165573,0.6406642,0.0003135454,0.002678243,0.2373487,0.03518016,0.05901705],"study_design_scores_gemma":[0.00005591341,0.00006740978,0.02758706,0.001308921,0.00003820166,0.000594564,0.5421636,0.00176438,0.00185954,0.06003056,0.3644466,0.0000831607],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4807238,0.002639538,0.002387882,0.03492959,0.0004103535,0.00005254151,0.0003197336,0.00006739549,0.4784692],"genre_scores_gemma":[0.9828407,0.0006623316,0.0003717302,0.001771172,0.0001092586,0.00002696645,0.00009139108,0.0000747978,0.01405159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01989621,"threshold_uncertainty_score":0.03956079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0345031647599028,"score_gpt":0.3414126843812177,"score_spread":0.306909519621315,"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."}}