{"id":"W2898167285","doi":"10.1177/0893318918809421","title":"Introductory Essay: What Work Can Organizational Communication Do?","year":2018,"lang":"en","type":"article","venue":"Management Communication Quarterly","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Organizational communication; Work (physics); Organization development; Sociology; Organizational change; Business communication; Public relations; Engineering ethics; Psychology; Political science; Engineering; Communication","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006766375,0.0003169331,0.0002418639,0.0004666628,0.001317504,0.001671035,0.001544796,0.00007171734,0.002272962],"category_scores_gemma":[0.00004577675,0.0003349895,0.00006582386,0.001882992,0.0003354567,0.002394621,0.0008280452,0.0001750951,0.002071759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231853,"about_ca_system_score_gemma":0.00001570806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001081135,"about_ca_topic_score_gemma":0.0003464656,"domain_scores_codex":[0.9980237,0.00007888692,0.0005405991,0.0004532133,0.000548957,0.0003546551],"domain_scores_gemma":[0.9970428,0.00006898257,0.0004214023,0.001748874,0.0006952668,0.00002264378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005089457,0.0002960254,0.01895864,0.0001433515,0.000317118,0.000001846344,0.001864479,0.00001915698,0.00001265727,0.8211154,0.1071047,0.05011566],"study_design_scores_gemma":[0.001675061,0.00006552618,0.1130146,0.0004099972,0.0004127591,0.000001279821,0.01334891,0.0005426489,0.0000165789,0.1395873,0.72972,0.001205341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09051305,0.01142723,0.01478209,0.1208244,0.003851325,0.005094321,0.00001259221,0.003461506,0.7500335],"genre_scores_gemma":[0.985791,0.0005758976,0.003338138,0.004880012,0.0009292436,0.00009853776,0.0006127818,0.00007335217,0.003700984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.895278,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009392890944344312,"score_gpt":0.2074407721546535,"score_spread":0.1980478812103092,"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."}}