{"id":"W4409462547","doi":"10.1177/08933189251334822","title":"Navigating Complexity: A Forum on Communication Research in High Reliability Organizations","year":2025,"lang":"en","type":"article","venue":"Management Communication Quarterly","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Reliability (semiconductor); Organizational communication; Knowledge management; Public relations; Psychology; Computer science; Sociology; Business; Political 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01198608,0.000198637,0.0003989036,0.000877297,0.001329981,0.0009506341,0.003802153,0.00009912619,0.0002217032],"category_scores_gemma":[0.001117704,0.000182332,0.0000815602,0.007070677,0.0003251815,0.0004486033,0.001111546,0.0008672514,0.0005517874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003507203,"about_ca_system_score_gemma":0.00004883088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167787,"about_ca_topic_score_gemma":0.001788129,"domain_scores_codex":[0.9919227,0.003553864,0.001648532,0.0007074011,0.001739715,0.000427791],"domain_scores_gemma":[0.9867586,0.005231356,0.0003624996,0.006359987,0.001217093,0.00007042706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003816861,0.0003042324,0.008376793,0.00001774855,0.00001484064,0.00000168873,0.001673252,0.0007171936,0.000008004726,0.826915,0.01309161,0.1488414],"study_design_scores_gemma":[0.0008162426,0.0001018238,0.06456834,0.0006244519,0.000006310991,7.258081e-7,0.01779724,0.01473078,0.000006370169,0.8667524,0.03440826,0.0001870369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5881237,0.001474329,0.05748108,0.09972651,0.0006734222,0.004792479,0.00003476214,0.0004919368,0.2472017],"genre_scores_gemma":[0.9878062,0.00002442586,0.009669457,0.0005593681,0.0000102103,0.0001834362,0.00003555197,0.00001655319,0.001694823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3996824,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1849247850614041,"score_gpt":0.4782515922400299,"score_spread":0.2933268071786258,"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."}}