{"id":"W4309851914","doi":"10.32920/24612849.v1","title":"Journalistic Role Performance in Times of COVID","year":2023,"lang":"en","type":"article","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"European Regional Development Fund; Directorate-General for Justice and Consumers; Carter G. Woodson Institute for African-American and African Studies, University of Virginia; California Center for Population Research, University of California, Los Angeles; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; Ministério da Agricultura, do Mar, do Ambiente e do Ordenamento do Território; Pontificia Universidad Católica de Valparaíso; Mitacs; Sanming Project of Medicine in Shenzhen; Universidad Autónoma Metropolitana; Department of Sport and Recreation, Northern Territory Government; Directorate-General for International Cooperation and Development; Commonwealth Scientific and Industrial Research Organisation; Universidad Nacional del Centro de la Provincia de Buenos Aires; Ministerio de Economía y Competitividad; Virginia Agricultural Experiment Station, Virginia Polytechnic Institute and State University; Toronto General and Western Hospital Foundation; San Diego Area Law Libraries; Universidad Iberoamericana Ciudad de México","keywords":"Newspaper; Deference; Journalism; Perspective (graphical); Political science; Politics; Coronavirus disease 2019 (COVID-19); Crisis communication; Public relations; News media; Media studies; Sociology; Law; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009837159,0.0002500008,0.0003422019,0.005017602,0.002929122,0.004679643,0.0007441038,0.0006449826,0.002938764],"category_scores_gemma":[0.05294176,0.0002481144,0.0002108398,0.002515464,0.004431562,0.003092475,0.004839118,0.001062896,0.0003818261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001993932,"about_ca_system_score_gemma":0.001638266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003497855,"about_ca_topic_score_gemma":0.003257406,"domain_scores_codex":[0.9894098,0.006942498,0.0004809306,0.0005446109,0.001505819,0.00111628],"domain_scores_gemma":[0.9215079,0.04599672,0.01731113,0.002777688,0.006369865,0.006036624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006522439,0.0002389073,0.4308939,0.000322983,0.00005798917,0.0006972867,0.4964129,0.0002377039,0.003635501,0.01374619,0.002410901,0.05069353],"study_design_scores_gemma":[0.00002301585,0.0002372557,0.6266688,0.0001388702,0.00002414829,0.0006197066,0.3467844,0.0006549121,0.001380575,0.00250707,0.0209019,0.00005940551],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769298,0.0003049834,0.0004584743,0.0008138763,0.00005168778,0.00002544442,0.00006053838,0.00001272319,0.02134236],"genre_scores_gemma":[0.9989823,0.00007948462,0.0001356563,0.00005324582,0.0000356629,0.00001432914,0.00003528683,0.000006464301,0.0006577519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009837159,"threshold_uncertainty_score":0.05202454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04126372127183065,"score_gpt":0.335709123392855,"score_spread":0.2944454021210243,"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."}}