{"id":"W4387461139","doi":"10.5334/joc.324","title":"Mixed News about the Bad News Game","year":2023,"lang":"en","type":"article","venue":"Journal of Cognition","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Simon Fraser University","funders":"University of Victoria","keywords":"Advertising; Internet privacy; Computer science; Business","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002192138,0.0008430089,0.0004768753,0.0005068308,0.0006797418,0.001360083,0.0008727983,0.0008595682,0.008736191],"category_scores_gemma":[0.01982907,0.0003015153,0.0004139064,0.0001664989,0.0007994754,0.001432002,0.001166643,0.001638334,0.001517055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000514603,"about_ca_system_score_gemma":0.0003329742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001488501,"about_ca_topic_score_gemma":0.001998284,"domain_scores_codex":[0.9991009,0.0004488595,0.00005915074,0.0001140968,0.000219504,0.0000573987],"domain_scores_gemma":[0.9909337,0.006985626,0.0004777286,0.0006395736,0.0005388416,0.0004246761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03665751,0.03182555,0.08704259,0.004066028,0.001174919,0.002235775,0.03210215,0.006653716,0.06557245,0.05384918,0.0611854,0.6176348],"study_design_scores_gemma":[0.0168157,0.06833292,0.2322332,0.001941632,0.002886027,0.002542451,0.01890458,0.09314708,0.08374954,0.08740648,0.3910617,0.0009788149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361218,0.0004189632,0.02112135,0.00206689,0.0007294869,0.001729847,0.0009745639,0.0008816794,0.03595535],"genre_scores_gemma":[0.943137,0.0002704413,0.03363796,0.001856178,0.0001086887,0.003645193,0.0005989269,0.00009292413,0.0166526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008736191,"threshold_uncertainty_score":0.02922547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08078542086102117,"score_gpt":0.3502083177139073,"score_spread":0.2694228968528861,"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."}}