{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05888385,0.002104171,0.002394164,0.006769934,0.006262215,0.01919145,0.00444393,0.01027007,0.07134928],"category_scores_gemma":[0.1454156,0.00268693,0.001429324,0.007082039,0.007183235,0.01604828,0.01165698,0.01822175,0.137874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006750653,"about_ca_system_score_gemma":0.02920349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002665006,"about_ca_topic_score_gemma":0.005784644,"domain_scores_codex":[0.9336138,0.04026486,0.01043004,0.00187984,0.01218635,0.001625055],"domain_scores_gemma":[0.8243984,0.09107148,0.01159113,0.01066253,0.04770537,0.01457105],"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":[0.00001093538,0.00005885902,0.00005673608,0.000402683,0.000004215048,0.0001120111,0.002335723,0.0001053107,0.0001883499,0.0125955,0.9021888,0.08194072],"study_design_scores_gemma":[0.000007303941,0.00001302118,0.0001011302,0.0008760869,0.000001231375,0.0001015504,0.0009255474,0.00007736776,0.0000364898,0.008791036,0.9890498,0.00001943656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001020523,0.03753297,0.09874159,0.5203802,0.05100459,0.008546324,0.003482098,0.004894478,0.2743973],"genre_scores_gemma":[0.009128949,0.05725092,0.4088813,0.1189529,0.02180189,0.02511834,0.004443251,0.004881846,0.3495407],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07134928,"threshold_uncertainty_score":0.3114113,"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."}}