{"id":"W2036301801","doi":"10.1177/0021886300362003","title":"Managers as Evaluators","year":2000,"lang":"en","type":"article","venue":"The Journal of Applied Behavioral Science","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Interview; Construct (python library); Institution; Positivism; Sociology; Process (computing); Psychology; Public relations; Work (physics); Pedagogy; Political science; Social science; Engineering; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001362622,0.0001000102,0.0001144286,0.0001651262,0.0005569231,0.0002061616,0.0008074348,0.00001441914,0.003419519],"category_scores_gemma":[0.00001384822,0.00006069913,0.00003812591,0.001208536,0.0003513802,0.0007690801,0.0001421639,0.0001038966,0.0006153416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003833084,"about_ca_system_score_gemma":0.00002808722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007132817,"about_ca_topic_score_gemma":0.000008317948,"domain_scores_codex":[0.9985783,0.000003437377,0.0002390391,0.0001022256,0.0008595068,0.0002175545],"domain_scores_gemma":[0.9994616,0.00001267391,0.0002134906,0.0001331812,0.0001635011,0.00001558462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001104313,0.001025987,0.02417441,0.00009245112,0.0001105421,0.00008200351,0.002532919,0.005973309,0.0184313,0.343481,0.06629489,0.5366969],"study_design_scores_gemma":[0.003714434,0.0002812414,0.2780024,0.000134697,0.002145144,0.00006646581,0.01017493,0.001204161,0.004179779,0.1669659,0.5313887,0.001742137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8559909,0.00003603111,0.00002033497,0.0006264065,0.0001628546,0.0001189439,1.075069e-7,0.00001870944,0.1430257],"genre_scores_gemma":[0.9978393,0.00003232667,0.0001276279,0.00107269,0.0003573113,0.000001196968,3.296794e-7,0.000007896921,0.0005613521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5349547,"threshold_uncertainty_score":0.9974915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02008552463105348,"score_gpt":0.2665176144778431,"score_spread":0.2464320898467896,"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."}}