{"id":"W4313641162","doi":"10.1080/21670811.2022.2151484","title":"The Journalist on Social Media: Mapping the Promoter, Celebrity and Joker Roles on Twitter and Instagram","year":2023,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Affordance; Social media; Context (archaeology); Space (punctuation); Journalism; Sociology; Media studies; Public relations; Political science; Psychology; Computer science; World Wide Web; History","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001962804,0.0002134129,0.0002594707,0.003627316,0.002236672,0.003602068,0.0004883899,0.0003937544,0.002592868],"category_scores_gemma":[0.007791447,0.0002367443,0.0001655029,0.002819388,0.001701418,0.003465773,0.002505034,0.0005205217,0.0005587685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277951,"about_ca_system_score_gemma":0.001561777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007476323,"about_ca_topic_score_gemma":0.01985782,"domain_scores_codex":[0.9985983,0.0006146147,0.00006073798,0.0001548922,0.0002947925,0.0002766972],"domain_scores_gemma":[0.9918889,0.004452215,0.00180665,0.0003058153,0.0008752795,0.0006711394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004495724,0.0001574905,0.4180568,0.0005255701,0.000049428,0.001154902,0.4980257,0.0001029551,0.007501261,0.004788049,0.002632738,0.06655552],"study_design_scores_gemma":[0.000009885089,0.0001116861,0.4243042,0.0001595808,0.00002302217,0.0002663351,0.5476401,0.0003076727,0.001720018,0.0006499796,0.02477999,0.00002747275],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871325,0.0001667301,0.0004113887,0.0002527481,0.00002147242,0.00004002412,0.0001872844,0.000009444139,0.01177847],"genre_scores_gemma":[0.994366,0.0002942592,0.0007156277,0.00006829863,0.00004274973,0.00007755245,0.0001956288,0.00002190519,0.004217904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007476323,"threshold_uncertainty_score":0.01486564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08860552998177391,"score_gpt":0.3164348920309735,"score_spread":0.2278293620491996,"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."}}