{"id":"W4245209105","doi":"10.4000/communication.7930","title":"Alecia SWASY (2016), How Journalists Use Twitter. The Changing Landscape of U.S. Newsrooms","year":2018,"lang":"en","type":"article","venue":"Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Political science; Geography; Media studies; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00172005,0.000552321,0.0002147511,0.002433324,0.004944233,0.008549754,0.0006367593,0.002689048,0.007855183],"category_scores_gemma":[0.0119645,0.0002518482,0.0002792626,0.002395638,0.001549814,0.008800525,0.001895211,0.005612146,0.004270282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002569763,"about_ca_system_score_gemma":0.004520676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02499473,"about_ca_topic_score_gemma":0.06268447,"domain_scores_codex":[0.9991698,0.0002610907,0.00004212938,0.0001273559,0.0003118036,0.00008778742],"domain_scores_gemma":[0.994362,0.002825119,0.0006857839,0.0001076257,0.001439386,0.000580112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006262269,0.00004522448,0.006096613,0.0004549292,0.00002482305,0.0001817416,0.01710264,0.00005041837,0.0003924735,0.02134833,0.8808926,0.07334758],"study_design_scores_gemma":[0.00002328713,0.00002163308,0.01669565,0.0006873616,0.00003716431,0.0001485198,0.01811389,0.0001186925,0.0005663102,0.007435785,0.9561046,0.00004724937],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01538507,0.09197085,0.00159926,0.745748,0.01862163,0.00006558163,0.002008396,0.0001868801,0.1244144],"genre_scores_gemma":[0.2471531,0.2220114,0.003617781,0.2202429,0.02186444,0.0002530507,0.002125381,0.0005990685,0.2821329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02499473,"threshold_uncertainty_score":0.04969847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07126967995218417,"score_gpt":0.329452522679361,"score_spread":0.2581828427271768,"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."}}