{"id":"W3011474499","doi":"10.1177/1077699020911882","title":"Post-Publication Gatekeeping: The Interplay of Publics, Platforms, Paraphernalia, and Practices in the Circulation of News","year":2020,"lang":"en","type":"article","venue":"Journalism & Mass Communication Quarterly","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Publics; Gatekeeping; Paraphernalia; Consumption (sociology); Circulation (fluid dynamics); Journalism; Public relations; News media; Advertising; Political science; Digital media; Sociology; Media studies; Business; Social science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002943165,0.00009153872,0.0001906172,0.00007910355,0.000459556,0.0001778067,0.001344138,0.00007562507,0.00004634434],"category_scores_gemma":[0.001708063,0.00006176416,0.00006725472,0.0004845761,0.0003102214,0.0008421406,0.00005753101,0.0003951814,0.000002265177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000340135,"about_ca_system_score_gemma":0.0001140931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004417668,"about_ca_topic_score_gemma":0.004338007,"domain_scores_codex":[0.997476,0.00110022,0.0006910366,0.0001136951,0.0004736948,0.0001453239],"domain_scores_gemma":[0.9955997,0.001069555,0.001923583,0.000695724,0.0006393151,0.00007209327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009135087,0.0001629889,0.02499671,0.00005044471,0.00009207743,3.146742e-7,0.7166654,0.00001953928,0.001250104,0.19912,0.002059085,0.05549194],"study_design_scores_gemma":[0.001073897,0.0003897753,0.1356231,0.0001459346,0.00010729,0.000006910783,0.7709337,0.003675254,0.00005666463,0.02526516,0.06244484,0.0002774681],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4611439,0.002754534,0.0005325601,0.5289023,0.00007428513,0.0006613552,0.000009698204,0.00002226546,0.005899074],"genre_scores_gemma":[0.9948192,0.002394317,0.0004248608,0.002226146,0.00005987188,0.00003300778,0.00002715506,0.00000643058,0.000008989226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5336753,"threshold_uncertainty_score":0.6678221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05894701995729703,"score_gpt":0.3562353209004805,"score_spread":0.2972883009431835,"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."}}