{"id":"W4388949115","doi":"10.1016/j.copsyc.2023.101770","title":"Human-algorithm interactions help explain the spread of misinformation","year":2023,"lang":"en","type":"article","venue":"Current Opinion in Psychology","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Misinformation; Psychology; Exploit; Psychological intervention; Social media; Process (computing); Dual process theory (moral psychology); Dual (grammatical number); Online and offline; Social psychology; Internet privacy; Computer science; World Wide Web; Computer security","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":[0.004158479,0.0008063045,0.0006291125,0.002399035,0.0009750744,0.00524172,0.0009028497,0.003179451,0.01110125],"category_scores_gemma":[0.0513663,0.0004249924,0.0006936957,0.001189523,0.002409164,0.008096491,0.001612721,0.002035369,0.00107665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479216,"about_ca_system_score_gemma":0.001123271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002293981,"about_ca_topic_score_gemma":0.00188279,"domain_scores_codex":[0.9972633,0.001532169,0.0001004134,0.0004020838,0.0005533626,0.0001485847],"domain_scores_gemma":[0.9554321,0.03636307,0.003512904,0.00213842,0.002075814,0.0004777242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0009492892,0.0006180682,0.1425873,0.0014999,0.001326304,0.001023231,0.007133436,0.1973818,0.01488421,0.4057212,0.009277775,0.2175975],"study_design_scores_gemma":[0.0001478468,0.0004740965,0.0596638,0.0002479805,0.0002883403,0.0006758471,0.002452919,0.4070294,0.00645931,0.5069865,0.01541002,0.0001638943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6665505,0.004395636,0.2414029,0.01286702,0.0004647973,0.000156095,0.0003801522,0.0006124393,0.07317054],"genre_scores_gemma":[0.9824692,0.0006611326,0.01507016,0.0002751075,0.00009363634,0.00002011857,0.00007014081,0.00007505601,0.001265464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01110125,"threshold_uncertainty_score":0.03713739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1622347478467035,"score_gpt":0.5004376071587774,"score_spread":0.3382028593120739,"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."}}