{"id":"W2003648059","doi":"10.1177/0893318912465071","title":"Thoughts About <i>Management Communication Quarterly</i> From the Next Generation","year":2012,"lang":"en","type":"article","venue":"Management Communication Quarterly","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Organizational communication; Psychology; Public relations; Sociology; Knowledge management; Political science; 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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002466279,0.0004850849,0.0003050508,0.0003551647,0.001474845,0.001765541,0.002319473,0.0001179511,0.0004911192],"category_scores_gemma":[0.00001723138,0.0004260998,0.0001838466,0.0009117801,0.0001513686,0.004045901,0.0004758281,0.0003465729,0.001732495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001370985,"about_ca_system_score_gemma":0.000007151737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007549248,"about_ca_topic_score_gemma":0.0004443208,"domain_scores_codex":[0.9968238,0.0003489404,0.0009016676,0.0005152082,0.0007147116,0.0006956347],"domain_scores_gemma":[0.9951672,0.0002253745,0.000765613,0.003604552,0.0001891421,0.00004810326],"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":[0.00007466361,0.0008970493,0.007566027,0.0002545805,0.0004727375,0.000001525421,0.004531011,0.00002484917,0.0001179148,0.3100873,0.3474334,0.3285389],"study_design_scores_gemma":[0.001299572,0.00003190738,0.08446839,0.0002223997,0.0006608379,8.911458e-7,0.01384913,0.003957071,0.000009869758,0.01058127,0.884077,0.0008417191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2916852,0.008158948,0.01494354,0.03099629,0.004641484,0.006911927,0.00001904447,0.001963041,0.6406806],"genre_scores_gemma":[0.9807042,0.0006630384,0.00491836,0.005434866,0.002222261,0.0007704079,0.001691503,0.00008435291,0.003510983],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6890191,"threshold_uncertainty_score":0.9998251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04169923432750682,"score_gpt":0.2483163815871925,"score_spread":0.2066171472596857,"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."}}