{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005738406,0.0002163241,0.0002812156,0.002824529,0.004271904,0.01417336,0.0007233605,0.001244449,0.00518173],"category_scores_gemma":[0.02763162,0.0003897496,0.0002221351,0.002677105,0.009296613,0.01157262,0.004626614,0.001805704,0.0006376216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002408727,"about_ca_system_score_gemma":0.002614201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003973125,"about_ca_topic_score_gemma":0.005033011,"domain_scores_codex":[0.9956601,0.002237625,0.0001955839,0.0004677088,0.0008718394,0.0005671663],"domain_scores_gemma":[0.9671853,0.01857802,0.007696731,0.002663671,0.002201624,0.0016747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004679289,0.0003768807,0.1795221,0.0003755762,0.00008924973,0.001572143,0.4028821,0.0004742839,0.006137924,0.2116567,0.005034607,0.1914104],"study_design_scores_gemma":[0.00006737796,0.0005025017,0.3770705,0.0008381017,0.0001581175,0.00101331,0.355206,0.002475074,0.005366443,0.1002561,0.1568682,0.0001782321],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8677232,0.001058041,0.006796237,0.006031949,0.0001424378,0.00005087292,0.0001161661,0.0001320225,0.117949],"genre_scores_gemma":[0.9966445,0.0002931016,0.0006752157,0.000132262,0.0000740812,0.00001440735,0.00002587899,0.00003355525,0.002106926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9858266,"threshold_uncertainty_score":0.03034794,"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."}}