{"id":"W4281784847","doi":"10.55057/ajrbm.2022.4.2.4","title":"Middle Managers and Dilemmas in the Organisation","year":2022,"lang":"en","type":"article","venue":"Asian Journal of Research in Business and Management","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scopus; Middle management; Publishing; Thematic analysis; Subject (documents); Critical appraisal; Political science; Public relations; Knowledge management; Sociology; Qualitative research; Library science; MEDLINE; Social science; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02760955,0.0005816987,0.001040141,0.02991658,0.006631042,0.02576958,0.001279502,0.002438198,0.002809644],"category_scores_gemma":[0.07725806,0.0005014696,0.0007163045,0.03489011,0.01336197,0.02336865,0.009807982,0.001729214,0.0005456783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008218682,"about_ca_system_score_gemma":0.01040326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002199052,"about_ca_topic_score_gemma":0.002205541,"domain_scores_codex":[0.9590834,0.01836481,0.003459775,0.002356482,0.01506936,0.001666067],"domain_scores_gemma":[0.9281775,0.04145103,0.01751618,0.002283229,0.007042854,0.00352935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002553839,0.0001312191,0.0856852,0.004933832,0.0004731826,0.002468218,0.2834696,0.001047386,0.001351107,0.2738022,0.01969446,0.3266882],"study_design_scores_gemma":[0.00005177699,0.0001771466,0.06765923,0.005509415,0.0001807663,0.003140785,0.3135673,0.001173509,0.001054048,0.3244469,0.2827898,0.0002493974],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6106923,0.1507431,0.01148935,0.06915175,0.002221058,0.0002492585,0.000459281,0.0002080488,0.1547859],"genre_scores_gemma":[0.9696335,0.01964236,0.004261111,0.002284849,0.0007571455,0.0001211017,0.0001268518,0.00003436572,0.00313867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02991658,"threshold_uncertainty_score":0.146015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06301965568008076,"score_gpt":0.2893728624189301,"score_spread":0.2263532067388493,"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."}}