{"id":"W6925242874","doi":"10.17605/osf.io/xj8mu","title":"The Cognitive-Affective-Behavioural Structure of Misinformation Resilience","year":2023,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Misinformation; Resilience (materials science); Perspective (graphical); Psychological resilience; Vulnerability (computing); Action (physics)","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":[0.001275267,0.0002848064,0.0002640306,0.0008760547,0.0003255367,0.001985894,0.0003464408,0.0008729363,0.004057649],"category_scores_gemma":[0.01693337,0.0003638369,0.0002594109,0.0003947348,0.001352655,0.001721884,0.001047619,0.0014985,0.0002421432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005051052,"about_ca_system_score_gemma":0.0006285782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000945402,"about_ca_topic_score_gemma":0.0006896777,"domain_scores_codex":[0.9992662,0.0002570088,0.00003341213,0.0001264311,0.0002236382,0.00009336772],"domain_scores_gemma":[0.99086,0.004788007,0.001967333,0.001090629,0.0005384779,0.0007555399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004424817,0.003224034,0.4024027,0.0007838708,0.0009026983,0.001453663,0.02832566,0.02166443,0.2546363,0.08870536,0.00288423,0.1905923],"study_design_scores_gemma":[0.00007662093,0.0005959217,0.8972738,0.00007973365,0.0001337048,0.0004291076,0.003225673,0.01276878,0.008490531,0.07579149,0.001024094,0.000110514],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838246,0.00014677,0.004664197,0.0007590264,0.00002139675,0.00003048478,0.00007857657,0.00004951936,0.01042564],"genre_scores_gemma":[0.9991123,0.00003077248,0.0005934169,0.00003509763,0.000006343355,0.000006264575,0.00002390298,0.0000096794,0.0001821742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004057649,"threshold_uncertainty_score":0.01357418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411420608671929,"score_gpt":0.3282452773869901,"score_spread":0.3041310713002708,"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."}}