{"id":"W6991222193","doi":"","title":"\"Falsehood Flies, and the Truth Comes Limping After\": Combatting Online Disinformation in the Shadow of CUMSA","year":2021,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Disinformation; Ratification; Government (linguistics); Hacker; Charter; Amnesty; Order (exchange); Shadow (psychology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01385671,0.0005578192,0.0004713399,0.001423806,0.03321075,0.01563232,0.001806236,0.008024142,0.008810559],"category_scores_gemma":[0.04136038,0.0004146069,0.0004407071,0.000986425,0.0540825,0.01377916,0.00666096,0.01522974,0.001370542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01933912,"about_ca_system_score_gemma":0.02917764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2225145,"about_ca_topic_score_gemma":0.3057905,"domain_scores_codex":[0.9926951,0.003444644,0.0001093377,0.000466908,0.00190723,0.00137679],"domain_scores_gemma":[0.9753935,0.01505332,0.001665456,0.001197438,0.004728565,0.001961657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005139302,0.00003448687,0.003467068,0.0001148047,0.00002171536,0.001066024,0.1360327,0.0001880637,0.0003161283,0.5492937,0.2497784,0.05963557],"study_design_scores_gemma":[0.0000377326,0.00004250514,0.002619265,0.001219081,0.00006459232,0.0007324244,0.1081519,0.000704514,0.001006681,0.2617859,0.6235561,0.0000792471],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0386214,0.007974752,0.007943393,0.663716,0.003374033,0.00004127595,0.00005386208,0.0001413416,0.2781339],"genre_scores_gemma":[0.8044933,0.003646076,0.002367313,0.1451472,0.001040463,0.00004016859,0.00004358904,0.0001143883,0.04310748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2225145,"threshold_uncertainty_score":0.4424385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590746428136797,"score_gpt":0.2746455473725061,"score_spread":0.2587380830911381,"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."}}