{"id":"W4388297639","doi":"10.1016/j.chb.2023.108017","title":"Revealing complexities when adult readers engage in the credibility evaluation of social media posts","year":2023,"lang":"en","type":"article","venue":"Computers in Human Behavior","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Credibility; Misinformation; Source credibility; Social media; Quality (philosophy); Psychology; Crowdsourcing; Consistency (knowledge bases); The Internet; Internet privacy; Social psychology; Applied psychology; Computer science; World Wide Web; Political science","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":[0.004661263,0.0005370375,0.0003426962,0.001438928,0.001434692,0.005685015,0.0005394997,0.00324551,0.0065002],"category_scores_gemma":[0.1102066,0.0004377892,0.0002236783,0.0005488822,0.001326127,0.007283455,0.002524309,0.001664282,0.001650821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006377259,"about_ca_system_score_gemma":0.0004867284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029014,"about_ca_topic_score_gemma":0.001921733,"domain_scores_codex":[0.9944603,0.003105507,0.0002973511,0.000372306,0.001503822,0.000260711],"domain_scores_gemma":[0.8739657,0.1030572,0.01252723,0.003292375,0.005874437,0.001283089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.003334948,0.0005549118,0.1977334,0.001113306,0.0001941848,0.00795405,0.5646127,0.0007394152,0.04777604,0.01330232,0.01339556,0.1492891],"study_design_scores_gemma":[0.0001993078,0.001868449,0.3063955,0.001833258,0.0006150276,0.008101079,0.4787292,0.01925009,0.05020304,0.0539375,0.07836139,0.0005059561],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693611,0.0003875972,0.004852832,0.002338448,0.0001261674,0.00008261248,0.0001454129,0.0002063075,0.0224994],"genre_scores_gemma":[0.9929217,0.0001897446,0.003068813,0.0003803956,0.0001322137,0.00003342137,0.00007572465,0.00007169555,0.003126429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0065002,"threshold_uncertainty_score":0.02465141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.27335913696449,"score_gpt":0.4295603092141529,"score_spread":0.1562011722496629,"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."}}