{"id":"W4205705044","doi":"10.31235/osf.io/e98gm","title":"Vulnerability to misinformation and Covid-19 infodemic in French-speaking Belgium (French version)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"","keywords":"Misinformation; Coronavirus disease 2019 (COVID-19); Vulnerability (computing); Social vulnerability; Demography; Psychology; Geography; Political science; Sociology; Medicine; Social psychology; Computer science","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":[0.001409697,0.0002260153,0.0001575438,0.00213704,0.0008193612,0.001773456,0.0001570286,0.0003719968,0.003305469],"category_scores_gemma":[0.004744828,0.00008447398,0.0002891694,0.002259728,0.0007118271,0.0005638386,0.0007419937,0.0003570624,0.0002387387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003901316,"about_ca_system_score_gemma":0.001798826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.329288,"about_ca_topic_score_gemma":0.1831872,"domain_scores_codex":[0.9989787,0.0004881607,0.00005341449,0.00008633261,0.0001501273,0.0002431504],"domain_scores_gemma":[0.9968368,0.001169448,0.0009983411,0.0001087676,0.0005753086,0.0003113907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003721624,0.0001427704,0.8501016,0.0003030222,0.0001011051,0.000837561,0.07294357,0.001191692,0.0008479238,0.006936682,0.01207074,0.0541513],"study_design_scores_gemma":[0.000005796961,0.00006024062,0.9629731,0.00008718373,0.00001222561,0.0003279766,0.01988549,0.0002447498,0.0001806439,0.0001951688,0.0160069,0.00002037579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884874,0.000852845,0.0001432696,0.0009818292,0.00001756944,0.00002181993,0.001737106,0.00001079136,0.007747527],"genre_scores_gemma":[0.9967297,0.0003459444,0.0001977183,0.0000850843,0.00001294362,0.00002592763,0.0007170897,0.000004535932,0.001881075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.329288,"threshold_uncertainty_score":0.6547427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0506434699174585,"score_gpt":0.3673309086089234,"score_spread":0.3166874386914649,"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."}}