{"id":"W3095001347","doi":"10.3389/fpsyg.2020.563426","title":"Risk Perception and Media in Shaping Protective Behaviors: Insights From the Early Phase of COVID-19 Italian Outbreak","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social distance; Pandemic; Psychology; Risk perception; Quarter (Canadian coin); Perception; Relevance (law); Coronavirus disease 2019 (COVID-19); Social media; Social psychology; Containment (computer programming); Sample (material); Social norms approach; Environmental health; Medicine; Political science; Disease; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002611521,0.0003982182,0.0003165398,0.001062018,0.001708691,0.003966034,0.0004057484,0.0008768878,0.002071154],"category_scores_gemma":[0.006895532,0.0003123459,0.0003773423,0.0007365356,0.00183887,0.002278027,0.001684337,0.001869196,0.0002468758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001910702,"about_ca_system_score_gemma":0.001192343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01568884,"about_ca_topic_score_gemma":0.02586419,"domain_scores_codex":[0.9990847,0.0005407875,0.00002260606,0.00006515219,0.00009658253,0.0001901505],"domain_scores_gemma":[0.99305,0.004667265,0.001214321,0.0001870365,0.0003915648,0.0004898027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002152183,0.0008573144,0.3979883,0.0003073041,0.00007005168,0.0007637106,0.5681514,0.0001688327,0.001017239,0.00294884,0.001177742,0.02633406],"study_design_scores_gemma":[0.00001574896,0.0001634606,0.6294618,0.000260796,0.00007348667,0.0002257377,0.3614738,0.0006865587,0.0002388771,0.001824115,0.005539397,0.00003619869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993537,0.0003739627,0.0001630138,0.001079957,0.0000085026,0.00001287734,0.00004140572,0.000002136311,0.004781111],"genre_scores_gemma":[0.998646,0.0005276192,0.0001743535,0.0002301267,0.00001272274,0.00001139586,0.00004002971,0.000003862249,0.0003539161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01568884,"threshold_uncertainty_score":0.03119504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06631768508947081,"score_gpt":0.3801172669557484,"score_spread":0.3137995818662777,"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."}}