{"id":"W4255244969","doi":"10.21203/rs.3.rs-32604/v1","title":"Media representations of COVID-19 public health policies: assessing the portrayal of essential health services in Canadian print media","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Public health; Print media; 2019-20 coronavirus outbreak; Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Media studies; Public relations; Advertising; Sociology; Business; Newspaper; Medicine; Virology; Nursing","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01657755,0.00033422,0.0012125,0.002021256,0.0006557971,0.0003981741,0.001621704,0.0003469673,0.0002173066],"category_scores_gemma":[0.009721054,0.0002767698,0.0002160378,0.002676927,0.0005990387,0.0004480146,0.001947915,0.001791498,0.00002023047],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425992,"about_ca_system_score_gemma":0.02365879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905181,"about_ca_topic_score_gemma":0.8936698,"domain_scores_codex":[0.9917459,0.001454024,0.002061761,0.0008086373,0.001472387,0.002457221],"domain_scores_gemma":[0.9936163,0.001845506,0.001538868,0.001070664,0.001016541,0.0009120578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005701572,0.0005047338,0.3140772,0.07124627,0.0002202534,0.00005804582,0.03650355,0.00960592,0.0000112856,0.3620437,0.2008227,0.0048493],"study_design_scores_gemma":[0.0006956952,0.00004689137,0.4761097,0.001175262,0.00001212513,0.000004175913,0.0616764,0.01292704,8.573817e-7,0.01481187,0.4321771,0.0003629644],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1043476,0.001206439,0.0001641618,0.8864719,0.0007202051,0.002209089,0.0004584581,0.00007673957,0.004345472],"genre_scores_gemma":[0.9684006,0.0007909924,0.0001456039,0.02788707,0.001429571,0.0001316026,0.001164068,0.00004405732,0.000006432017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.864053,"threshold_uncertainty_score":0.9999685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1901877372221778,"score_gpt":0.4904393708207109,"score_spread":0.3002516335985331,"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."}}