{"id":"W4293764693","doi":"10.17645/mac.v10i3.5346","title":"Complicating the Resilience Model: A Four-Country Study About Misinformation","year":2022,"lang":"en","type":"article","venue":"Media and Communication","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; MacEwan University","funders":"","keywords":"Disinformation; Misinformation; Social media; Resilience (materials science); Eurobarometer; Politics; Sociology; Political science; Public relations; Social psychology; Psychology; Economics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001857649,0.00005029291,0.00006120765,0.00004117884,0.002959321,0.0001326086,0.0005185874,0.00001756715,0.00007100259],"category_scores_gemma":[0.0002706543,0.00004087744,0.00001288139,0.0002714715,0.0001347048,0.0004226506,0.0001886782,0.0001914521,0.000007839889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006479047,"about_ca_system_score_gemma":0.00008946042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000597989,"about_ca_topic_score_gemma":0.000678485,"domain_scores_codex":[0.9988124,0.0003463121,0.0002061055,0.00005890086,0.0004487039,0.00012762],"domain_scores_gemma":[0.9990963,0.0002457606,0.00014344,0.0004042728,0.0000578873,0.00005235349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001637054,0.0000796287,0.001581709,0.000004683724,0.000006410908,8.849818e-8,0.8981915,0.002110744,0.00001528873,0.05276546,0.003201452,0.04202668],"study_design_scores_gemma":[0.000636102,0.00006521153,0.05360603,0.00001499369,0.00002281804,0.000005027548,0.7050003,0.1717431,0.000005134544,0.005695773,0.06299608,0.0002094163],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9037119,0.0003949226,0.0009110325,0.007769568,0.00008526473,0.000785939,0.000009119135,0.0001018273,0.08623049],"genre_scores_gemma":[0.9984756,0.0002200051,0.0002181322,0.0008175597,0.00001606649,0.00003871417,0.00001976578,0.000003060783,0.000191063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1931911,"threshold_uncertainty_score":0.9983387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04770951180677124,"score_gpt":0.322623689887117,"score_spread":0.2749141780803457,"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."}}