{"id":"W4211003419","doi":"10.32920/19161623.v1","title":"Who Achieved Covid-19 Success? A Comparative Analysis Of The Communication Styles, Rhetoric And Crisis Response Of Three Prime Ministers And What we Can Learn From The Leadership Of Australia, Canada And New Zealand","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Prime minister; Context (archaeology); Coronavirus disease 2019 (COVID-19); Crisis management; Government (linguistics); Political science; Pandemic; Crisis response; Crisis communication; Incentive; Prime (order theory); Rhetoric; Public administration; Public relations; Economic growth; History; Law; Medicine; Economics; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006211992,0.0002507248,0.0004287591,0.001564612,0.003796208,0.003805269,0.0006025505,0.0007753958,0.002911123],"category_scores_gemma":[0.02057136,0.0002897517,0.0002642235,0.002121602,0.003397792,0.002572872,0.001953647,0.001447116,0.0004247643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009686976,"about_ca_system_score_gemma":0.01109615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3559918,"about_ca_topic_score_gemma":0.4892672,"domain_scores_codex":[0.9960212,0.001478613,0.0001398489,0.0001880127,0.0009620584,0.001210203],"domain_scores_gemma":[0.9914513,0.003117833,0.001702073,0.000172787,0.001842223,0.001713798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003249518,0.0001128301,0.1146538,0.0001669054,0.00004577079,0.0003757371,0.8572243,0.00003323348,0.0004887454,0.001373661,0.00186478,0.0233353],"study_design_scores_gemma":[0.00002096556,0.0001671891,0.289216,0.0001392665,0.00002705717,0.0001000627,0.7027246,0.00007000582,0.00009751944,0.0001535959,0.007257422,0.00002642243],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892935,0.0005728122,0.0000325635,0.001367198,0.00002392218,0.00002250927,0.00005130575,0.000002129098,0.008634054],"genre_scores_gemma":[0.9975232,0.0007240771,0.00004188148,0.0002078741,0.000009721984,0.00001793304,0.00004606677,0.000005681956,0.001423454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6440082,"threshold_uncertainty_score":0.7078395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2157042355231689,"score_gpt":0.3759670193232458,"score_spread":0.1602627838000768,"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."}}