{"id":"W4413595766","doi":"10.64628/aam.nj5vwhfcg","title":"Citizens’ social media, like Mastodon, can provide an antidote to propaganda and disinformation","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Disinformation; Antidote; Social media; Computer security; Internet privacy; Political science; Law; Computer science; Chemistry","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":[0.00266106,0.0005942786,0.0003202909,0.002380088,0.001706457,0.007552465,0.0004054737,0.002920108,0.03850813],"category_scores_gemma":[0.01370203,0.0002684895,0.0003837747,0.001877624,0.002362903,0.007066743,0.002395574,0.001721526,0.006081605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008551547,"about_ca_system_score_gemma":0.001067424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001652523,"about_ca_topic_score_gemma":0.002446528,"domain_scores_codex":[0.9983955,0.0006444923,0.00006269824,0.0001415181,0.0005874435,0.0001683147],"domain_scores_gemma":[0.9860091,0.008357972,0.002044419,0.001592872,0.001410665,0.0005850758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000646011,0.0004513162,0.02392619,0.001152798,0.0001793982,0.00107461,0.01394119,0.0008250378,0.007511081,0.5417317,0.1528452,0.2557155],"study_design_scores_gemma":[0.000118662,0.0003325152,0.02863632,0.001093181,0.0001571425,0.0009872913,0.012274,0.002729467,0.008205778,0.2699,0.6754684,0.00009723449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1085344,0.004520908,0.01220891,0.06650931,0.00335949,0.00009513486,0.001693119,0.0006964571,0.8023822],"genre_scores_gemma":[0.8555147,0.004764377,0.007228682,0.006097657,0.002930961,0.00008314999,0.0006953649,0.000318597,0.1223665],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03850813,"threshold_uncertainty_score":0.1288225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04656633668824738,"score_gpt":0.3291336911500209,"score_spread":0.2825673544617736,"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."}}