{"id":"W4311696856","doi":"10.31234/osf.io/x8ejt","title":"Toolbox of Interventions Against Online Misinformation","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Volkswagen Foundation; Alexander von Humboldt-Stiftung","keywords":"Misinformation; Toolbox; Psychological intervention; Credibility; Social media; Public relations; Globe; Political science; Scope (computer science); Internet privacy; Psychology; Computer science; Computer security; World Wide Web","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":[0.01100406,0.001594147,0.001223889,0.005319091,0.001250362,0.00303801,0.001982029,0.002683265,0.03076825],"category_scores_gemma":[0.02519932,0.0005049009,0.001358041,0.001695453,0.002137236,0.003660071,0.004415009,0.002390953,0.00586582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001558247,"about_ca_system_score_gemma":0.004416227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008362297,"about_ca_topic_score_gemma":0.001026727,"domain_scores_codex":[0.9926022,0.005185974,0.0003791,0.000489932,0.001109737,0.0002330241],"domain_scores_gemma":[0.9827588,0.0124149,0.001163057,0.001564885,0.001193978,0.0009042263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005158378,0.001146897,0.0008649399,0.005668772,0.0002488612,0.0001047796,0.001508665,0.002953477,0.001631599,0.05727562,0.02311298,0.9049676],"study_design_scores_gemma":[0.001632012,0.003010674,0.00864327,0.02217472,0.0008809734,0.0005475514,0.002735604,0.007372907,0.009301492,0.3332547,0.6102623,0.0001837292],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.05218006,0.1020261,0.3840594,0.06426945,0.003827213,0.01112364,0.006726536,0.01456596,0.3612216],"genre_scores_gemma":[0.3013991,0.1158837,0.4990897,0.01444882,0.001623482,0.02724181,0.002880949,0.0007471562,0.03668526],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03076825,"threshold_uncertainty_score":0.10293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1262689593767773,"score_gpt":0.4259685580659419,"score_spread":0.2996995986891646,"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."}}