{"id":"W4404468688","doi":"10.2139/ssrn.5024877","title":"Governing Misinformation","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Misinformation; Psychology; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01316412,0.0006141066,0.0006897058,0.002583872,0.00510024,0.01303997,0.001678067,0.01283337,0.02552148],"category_scores_gemma":[0.04587853,0.0006127973,0.0006919331,0.001727741,0.01647026,0.008236262,0.005554203,0.008718165,0.00688707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004502313,"about_ca_system_score_gemma":0.007906607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006312068,"about_ca_topic_score_gemma":0.00449476,"domain_scores_codex":[0.9841124,0.004302316,0.0008521206,0.002579405,0.005927128,0.002226491],"domain_scores_gemma":[0.9759824,0.01135374,0.001836151,0.005482609,0.004316714,0.001028378],"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":[0.000008073398,0.00001530857,0.0002846592,0.00001577627,0.000006350597,0.00002972104,0.0006500572,0.00007750095,0.0001078333,0.982736,0.0111751,0.004893528],"study_design_scores_gemma":[0.00002536955,0.00002437468,0.0007672877,0.0001770993,0.00001988766,0.00009452433,0.0007231818,0.0004226952,0.0008969352,0.7711689,0.2256563,0.00002340949],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01233946,0.002821414,0.006633661,0.04000558,0.00111802,0.0001313628,0.0002012521,0.00008082666,0.9366684],"genre_scores_gemma":[0.7077981,0.002537374,0.003050993,0.02867312,0.002043199,0.0003827728,0.0002195467,0.0001480427,0.255147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02552148,"threshold_uncertainty_score":0.08537787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140177661210693,"score_gpt":0.3036243660038767,"score_spread":0.2922225893917697,"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."}}