{"id":"W2087216139","doi":"10.14219/jada.archive.2009.0346","title":"A Strategic Approach to Overhead Control","year":2009,"lang":"en","type":"article","venue":"The Journal of the American Dental Association","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Overhead (engineering); Control (management); Medicine; Dentistry; Family medicine; Business; Economics; Engineering; Management; Geography; Archaeology","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":[0.00360386,0.0009612706,0.0004322747,0.00171752,0.002905243,0.006706156,0.00217506,0.002207753,0.01951027],"category_scores_gemma":[0.01110843,0.000418112,0.0005393578,0.001515659,0.003824533,0.004777366,0.003778316,0.003013125,0.002133927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002722989,"about_ca_system_score_gemma":0.00717482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006557157,"about_ca_topic_score_gemma":0.00699339,"domain_scores_codex":[0.9942984,0.001690675,0.0001770964,0.0005869981,0.002170957,0.00107585],"domain_scores_gemma":[0.9936871,0.001983871,0.0003865309,0.001157948,0.002124197,0.0006604283],"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":[0.00006672611,0.00009660464,0.0006209634,0.00004404829,0.00001767662,0.0001094816,0.001187483,0.006602643,0.001248691,0.9284402,0.00674846,0.0548171],"study_design_scores_gemma":[0.0000664781,0.000172093,0.0006753079,0.00009749744,0.00003469568,0.0002178685,0.001972661,0.05008427,0.002199995,0.8524585,0.09195872,0.00006192481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01812566,0.0003305743,0.6174644,0.008804947,0.0004332556,0.0003390541,0.00006259367,0.0007037401,0.3537359],"genre_scores_gemma":[0.8345868,0.0002532094,0.08972059,0.001407427,0.0002587334,0.0004018137,0.00008800216,0.000188105,0.07309531],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01951027,"threshold_uncertainty_score":0.06526834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04756548722508872,"score_gpt":0.4462483257873099,"score_spread":0.3986828385622212,"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."}}