{"id":"W3178975325","doi":"10.31234/osf.io/4yrdj","title":"Does Analytic Thinking Insulate Against Pro-Kremlin Disinformation? Evidence from Ukraine","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Regina","funders":"","keywords":"Disinformation; Epistemology; Sociology; Operationalization; Face (sociological concept); Psychology; Political science; Social science; Law; Philosophy; Social media","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001770839,0.0003098991,0.0004404723,0.0002109205,0.0006784379,0.002136919,0.0008357306,0.000425877,0.002557931],"category_scores_gemma":[0.001979375,0.0002027123,0.0002193764,0.0004564574,0.0001620646,0.002472246,0.0006543054,0.0006326394,0.0001853545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003606948,"about_ca_system_score_gemma":0.001404459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007317778,"about_ca_topic_score_gemma":0.004707768,"domain_scores_codex":[0.9966878,0.0002371597,0.0008741168,0.0003661392,0.00137609,0.0004587109],"domain_scores_gemma":[0.9976494,0.0003265618,0.0005906341,0.0006604944,0.0004625734,0.0003102816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003059317,0.00009166293,0.002257285,0.0003431732,0.0002726532,0.00001595224,0.9342631,0.005119953,0.00006593783,0.006153624,0.003906832,0.04747924],"study_design_scores_gemma":[0.002767266,0.0001140651,0.1218883,0.01980799,0.0007099384,0.000002904208,0.5662521,0.1489498,0.003280055,0.03119902,0.09802723,0.007001454],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8005904,0.0005010361,0.006873228,0.01069425,0.002655963,0.00124711,0.00006706299,0.0006353109,0.1767357],"genre_scores_gemma":[0.9863083,0.003026185,0.003258126,0.002288103,0.0005141077,0.000007985042,0.0003662441,0.0000164704,0.00421448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.368011,"threshold_uncertainty_score":0.9992926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05562519539572293,"score_gpt":0.3490298342770547,"score_spread":0.2934046388813318,"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."}}