{"id":"W4403910619","doi":"10.1142/9789811296628_0013","title":"Risk Communication Strategies for the Infodemic: Lessons from Canada’s Convoy Movement","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control; Simon Fraser University; University of British Columbia","funders":"","keywords":"Movement (music); Political science; Aesthetics; Art","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001618653,0.0002231164,0.0002174965,0.0001658876,0.002449455,0.001684822,0.0008938879,0.0001283899,0.0007962869],"category_scores_gemma":[0.00005162257,0.0001712328,0.0001357219,0.00005423364,0.0008323794,0.0001644358,0.0001314827,0.0004623194,0.0001076678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004686478,"about_ca_system_score_gemma":0.004390507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3258853,"about_ca_topic_score_gemma":0.994166,"domain_scores_codex":[0.9980146,0.00004617789,0.0004490452,0.0002934882,0.0008615282,0.0003351191],"domain_scores_gemma":[0.9977892,0.0006207878,0.0003820581,0.0008016968,0.0002471573,0.0001591127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003445988,0.00000129308,4.374072e-7,0.000008951175,0.00005254917,4.306899e-7,0.01588477,0.00001455729,0.000003097177,0.7173573,0.2613866,0.005286569],"study_design_scores_gemma":[0.0000782757,0.000002963554,0.000008379278,0.000114004,0.00008306782,7.834382e-8,0.007037435,0.0001583865,0.00001187739,0.1787636,0.8135696,0.0001723191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006073506,0.001175447,0.0001172701,0.004281817,0.002384944,0.0008754396,0.001127839,0.00008508663,0.9898914],"genre_scores_gemma":[0.02359643,0.00005264784,0.0000878605,0.0008801102,0.0001921097,0.00001979605,0.000178091,0.00002382472,0.9749691],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6682807,"threshold_uncertainty_score":0.9993515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05800047282895051,"score_gpt":0.3163917016859019,"score_spread":0.2583912288569514,"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."}}