{"id":"W4240596890","doi":"10.32920/ryerson.14644971","title":"A Little Birdie Told Me: Journalistic and Individualistic Twitter Use of Local Television News Reporters","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gatekeeping; Individualism; Newspaper; Journalism; Advertising; Media studies; News media; Political science; News values; Social media; Sociology; Business; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000795909,0.0001562273,0.0004215282,0.00008124202,0.0002615346,0.0002583931,0.000291526,0.0002152781,0.000272025],"category_scores_gemma":[0.001031559,0.0001328567,0.0001114427,0.0001550053,0.0004197884,0.0001021683,0.001014266,0.0004020432,0.000002039571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008440762,"about_ca_system_score_gemma":0.0002850964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0243951,"about_ca_topic_score_gemma":0.008493288,"domain_scores_codex":[0.9979764,0.0004056909,0.0005653745,0.0003081212,0.0005334388,0.0002110095],"domain_scores_gemma":[0.9980114,0.0005271205,0.0004647852,0.0005952616,0.0002619012,0.0001395803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001276736,0.0009224734,0.2698632,0.001907843,0.001891017,0.0003400172,0.2628265,0.0004767427,0.0002562854,0.03147845,0.1141699,0.3157399],"study_design_scores_gemma":[0.001726428,0.0003343392,0.1574683,0.005736215,0.001992946,0.00006373435,0.4140106,0.00253589,0.0002394425,0.017587,0.3953682,0.002936936],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.901853,0.008476568,0.03767654,0.02257258,0.002565002,0.001281075,0.00003642089,0.0001511627,0.02538766],"genre_scores_gemma":[0.9868449,0.008866179,0.002698343,0.0004342032,0.0001771754,0.00002021409,0.00003040591,0.00001317713,0.000915378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3128029,"threshold_uncertainty_score":0.9821016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.121508793610644,"score_gpt":0.3570804162403137,"score_spread":0.2355716226296697,"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."}}