{"id":"W3206618958","doi":"10.2196/27472","title":"The Impact of the Online COVID-19 Infodemic on French Red Cross Actors’ Field Engagement and Protective Behaviors: Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Psychological intervention; Coronavirus disease 2019 (COVID-19); Pandemic; Public relations; Mass media; Medicine; Psychology; Political science; Business; Advertising; Nursing; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004276131,0.0001471869,0.0002733801,0.00005204291,0.000856211,0.00006402451,0.000383178,0.000213636,0.0001505286],"category_scores_gemma":[0.0164794,0.00008112833,0.0001292095,0.0003348988,0.0003855459,0.0001445273,0.0002835238,0.0005554648,0.000001917463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002432398,"about_ca_system_score_gemma":0.0008665168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003532088,"about_ca_topic_score_gemma":0.002205321,"domain_scores_codex":[0.9952298,0.00351248,0.0005058892,0.0001862123,0.0002355998,0.0003300279],"domain_scores_gemma":[0.9958979,0.002935753,0.0003729698,0.0004271106,0.000189263,0.0001769378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002631829,0.0007153,0.5213674,0.00003048009,0.0002137413,0.000003754422,0.4245905,0.001094828,0.000994353,0.003862018,0.01282399,0.03404047],"study_design_scores_gemma":[0.0007060086,0.0006101588,0.9559836,0.0000126937,0.00001784264,0.000002768916,0.03419068,0.000125484,0.0003297319,0.002082127,0.00580527,0.0001335889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933479,0.00003817508,0.0003524395,0.002946385,0.000261178,0.001268793,0.00002075934,0.00003493116,0.001729387],"genre_scores_gemma":[0.9980642,0.00004504475,0.0002647066,0.001227927,0.00005544486,0.00006240368,0.000004182496,0.000005109137,0.0002710225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4346163,"threshold_uncertainty_score":0.9918052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237216764964591,"score_gpt":0.5432059057148751,"score_spread":0.419484229218416,"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."}}