{"id":"W1967699559","doi":"10.14219/jada.archive.2000.0238","title":"HIRING, STAFFING POLICIES AND PRODUCTIVITY","year":2000,"lang":"en","type":"article","venue":"The Journal of the American Dental Association","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Joseph Brant Hospital","funders":"","keywords":"Staffing; Interview; Productivity; Business; Nursing; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.003552898,0.00007520131,0.0001664451,0.00005713678,0.0008453267,0.00002760181,0.0002989297,0.00002652083,0.0001728372],"category_scores_gemma":[0.001237281,0.00004307936,0.00005393869,0.0003698778,0.0001322141,0.0003396391,0.0001054171,0.0007150134,0.00007654829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101089,"about_ca_system_score_gemma":0.0002141212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001816047,"about_ca_topic_score_gemma":0.0001631667,"domain_scores_codex":[0.997147,0.001585365,0.0003317278,0.00006836722,0.0006023395,0.0002651496],"domain_scores_gemma":[0.9975894,0.0006314651,0.00136444,0.0001784199,0.0001768053,0.0000594847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001352731,0.00007787082,0.9656355,0.000008757132,0.00005956812,3.37978e-7,0.006833946,0.00001873055,0.001550773,0.00001505866,0.003764683,0.0218995],"study_design_scores_gemma":[0.0002007075,0.000063494,0.9820964,0.00002915165,0.00005062874,0.00003118047,0.01068031,0.00001590896,0.0001958708,0.0002238176,0.006365272,0.00004724229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820471,0.0001338572,0.00000249906,0.01536139,0.0003518275,0.0002302803,0.000003965924,0.000009031214,0.001860027],"genre_scores_gemma":[0.9874938,0.0003654941,0.00002057626,0.0008081574,0.0004979907,0.00000385512,3.960171e-7,0.00001212953,0.01079757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02185226,"threshold_uncertainty_score":0.6501655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02779939914675186,"score_gpt":0.4354332251721205,"score_spread":0.4076338260253686,"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."}}