{"id":"W4385546082","doi":"10.1016/j.tics.2023.06.008","title":"Algorithm-mediated social learning in online social networks","year":2023,"lang":"en","type":"review","venue":"Trends in Cognitive Sciences","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":111,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Social learning; Exploit; Social media; Computer science; Misinformation; Psychology; Transparency (behavior); Artificial intelligence; Cognitive psychology; Cognitive science; Internet privacy; World Wide Web; Knowledge management; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003895421,0.0003380179,0.001105214,0.001759627,0.001275277,0.0002904632,0.000593201,0.000523261,0.000591719],"category_scores_gemma":[0.001421753,0.0003018452,0.0002665756,0.009052177,0.001382911,0.000537529,0.0001300327,0.001081326,0.0001357797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002868423,"about_ca_system_score_gemma":0.001006546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006909061,"about_ca_topic_score_gemma":0.005897523,"domain_scores_codex":[0.9956999,0.001079937,0.0008212841,0.0004890984,0.0009512262,0.000958588],"domain_scores_gemma":[0.9980692,0.001137471,0.0005242011,0.00004365138,0.0001008496,0.0001246768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001572216,0.00004141932,0.00001536261,0.00008450281,0.00001268706,0.00001022505,0.01506245,0.000004055575,1.207075e-9,0.0001785847,0.00048553,0.9841036],"study_design_scores_gemma":[0.0008425748,0.000110667,0.001863099,0.005660478,0.000128768,0.000002150693,0.07582565,0.001802716,1.660246e-8,0.0002763664,0.9123783,0.00110923],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001790378,0.8483228,0.0001357577,0.0009634125,0.001654538,0.0009699065,0.0004219595,0.000592961,0.1467596],"genre_scores_gemma":[0.0004178395,0.9939251,0.00006022368,0.0001315142,0.001069794,0.00002226849,0.0005088203,0.00002579081,0.003838634],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9829944,"threshold_uncertainty_score":0.9999434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4042876751923964,"score_gpt":0.5346992993753956,"score_spread":0.1304116241829992,"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."}}