{"id":"W4389135093","doi":"10.5465/amp.2023.0283","title":"Management Practice and Policy: A Guide to Writing for AMP","year":2023,"lang":"en","type":"article","venue":"Academy of Management Perspectives","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Management; Political science; Sociology; Engineering ethics; Economics; Engineering","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"],"consensus_categories":[],"category_scores_codex":[0.0009131426,0.0002595019,0.0002706291,0.001295409,0.0003692522,0.0001842496,0.0003735239,0.00005041172,0.00004797497],"category_scores_gemma":[0.0002696415,0.0002682613,0.00008087147,0.002041261,0.0000859635,0.0008904813,0.001259133,0.00007951061,0.0002308994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006603712,"about_ca_system_score_gemma":0.000003347988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005584715,"about_ca_topic_score_gemma":0.000006075774,"domain_scores_codex":[0.9980592,0.00001213071,0.0004110374,0.0005972878,0.0004606078,0.0004597611],"domain_scores_gemma":[0.9993022,0.0001485291,0.0002299009,0.0001483653,0.0001459306,0.0000250518],"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":[0.00007709456,0.00006956524,0.001378778,0.0007159813,0.0004590577,0.000005004176,0.0004308066,0.0001111435,0.00002619495,0.8711941,0.1128202,0.01271209],"study_design_scores_gemma":[0.0008692601,0.0000151158,0.06896015,0.00011791,0.0002836088,5.603516e-7,0.02293603,0.000129112,0.00001275908,0.02036511,0.8859595,0.0003508694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02837162,0.001505018,0.01804792,0.1773577,0.0002618114,0.006555634,0.00002616253,0.001424886,0.7664492],"genre_scores_gemma":[0.823263,0.005619138,0.08850051,0.024822,0.004043336,0.001164783,0.00008571843,0.0002567177,0.05224481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.850829,"threshold_uncertainty_score":0.9999769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329468092762003,"score_gpt":0.3233922415460123,"score_spread":0.3000975606183922,"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."}}