{"meta":{"query_hash":"58a21c58cb9d","filters":{"venue":"Journal of Communications Media And Society (JOCMAS)"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/58a21c58cb9d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Communications+Media+And+Society+%28JOCMAS%29"},"results":[{"id":"W4410119570","doi":"10.63772/jocmas.v9n1.1","title":"Social Media and Crisis Management During the Covid 19 Pandemic: An Analysis of the Twitter Activity of Five Key Ghanaian State Actors in the First Year of the Pandemic","year":2023,"lang":"en","type":"article","venue":"Journal of Communications Media And Society (JOCMAS)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Western University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Social media; Key (lock); 2019-20 coronavirus outbreak; Crisis communication; State (computer science); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Crisis management; Media studies; Sociology; Public relations; Virology; Medicine; Computer science; Computer security; Law","score_opus":0.06480119991457713,"score_gpt":0.3501143829617963,"score_spread":0.2853131830472192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410119570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952579,0.00019813384,0.000110335735,0.000967557,0.000022702283,0.00003663842,0.0006007848,0.000007029849,0.002798969],"genre_scores_gemma":[0.99750596,0.00036660908,0.00019543368,0.0001441175,0.000029741575,0.00004618034,0.000440704,0.0000073547217,0.0012638813],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99961036,0.00014994711,0.000031595675,0.00003398758,0.000059407772,0.00011473425],"domain_scores_gemma":[0.9975738,0.0010780166,0.00072668033,0.000051534906,0.00032126458,0.00024861365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006455243,0.00020074406,0.0002016203,0.0014873035,0.0010392689,0.0016207064,0.00022380867,0.00073190953,0.001801647],"category_scores_gemma":[0.003271774,0.00015438751,0.00015512416,0.002103449,0.0006189688,0.0020405944,0.00093988876,0.0005671997,0.00050412375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005187343,0.00018943557,0.7088014,0.0005300453,0.00005901564,0.0034540477,0.21458009,0.0003767818,0.0035689338,0.0016631609,0.008886588,0.05737172],"study_design_scores_gemma":[0.000007924537,0.00011719566,0.69758195,0.00018414974,0.000023411656,0.00033188707,0.28371543,0.00082923163,0.0005013907,0.00027752982,0.01640318,0.000026715083],"about_ca_topic_score_codex":0.011137274,"about_ca_topic_score_gemma":0.020515017,"teacher_disagreement_score":0.011137274,"about_ca_system_score_codex":0.00079299393,"about_ca_system_score_gemma":0.00062534335,"threshold_uncertainty_score":0.022144914},"labels":[],"label_agreement":null}]}