{"id":"W2994737206","doi":"10.1177/1056492619892686","title":"Publishing Bad News: A Meandering Journey","year":2019,"lang":"en","type":"article","venue":"Journal of Management Inquiry","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Publishing; Process (computing); Public relations; Political science; Sociology; Media studies; Law; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001041703,0.0002291644,0.0003514171,0.0008481878,0.0001736175,0.001459413,0.0007125766,0.00005510463,0.001327009],"category_scores_gemma":[0.0001331091,0.000195106,0.0001771665,0.0008235006,0.00003641819,0.005874856,0.0007132703,0.0002530361,0.0005495405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007510746,"about_ca_system_score_gemma":0.0000104446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002149536,"about_ca_topic_score_gemma":0.00001055996,"domain_scores_codex":[0.9978557,0.00001425892,0.0006912726,0.0002252459,0.0008699734,0.0003435554],"domain_scores_gemma":[0.9984803,0.00004060907,0.000858219,0.0002372135,0.0003589017,0.00002481748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001898878,0.0002984322,0.1996133,0.00121354,0.001193885,0.0003012638,0.0004555498,0.001968112,0.00008000523,0.2299923,0.5421078,0.02258593],"study_design_scores_gemma":[0.003000982,0.00004993963,0.07903663,0.0004666889,0.000393077,0.00002072913,0.007596276,0.0006018144,0.00001553978,0.01662917,0.8916052,0.0005839405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3738527,0.001519438,0.0148106,0.01213871,0.01006317,0.0008909141,8.122515e-7,0.0002170101,0.5865066],"genre_scores_gemma":[0.9847537,0.0002808922,0.001494127,0.005085981,0.00449322,0.000003520834,0.000007768077,0.00005346747,0.003827311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.610901,"threshold_uncertainty_score":0.9995859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03744954556299048,"score_gpt":0.2418046444800289,"score_spread":0.2043550989170384,"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."}}