{"id":"W4214868110","doi":"10.2139/ssrn.2336514","title":"Sta ffing Service Systems When Capacity Has a Mind of its Own","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Business; Psychology","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":[0.002078289,0.0006084116,0.0003326794,0.00181847,0.002503383,0.01092775,0.001669048,0.002594911,0.0279331],"category_scores_gemma":[0.01531173,0.0003761062,0.0004397708,0.001470128,0.003072268,0.009853471,0.004294449,0.002364179,0.004369127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0033183,"about_ca_system_score_gemma":0.003210963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009575318,"about_ca_topic_score_gemma":0.01033709,"domain_scores_codex":[0.9976623,0.0005172692,0.000107152,0.0003185733,0.0007577543,0.0006369918],"domain_scores_gemma":[0.9944544,0.001174169,0.000599477,0.001061715,0.001404826,0.001305443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004865293,0.0002251346,0.01832616,0.0003318791,0.0001064994,0.002292925,0.007205246,0.01485707,0.01280098,0.6523724,0.09514371,0.1958515],"study_design_scores_gemma":[0.0000591726,0.0002815699,0.01015959,0.0004398918,0.00008737382,0.001530071,0.01465597,0.08358276,0.009934481,0.4980667,0.3809907,0.0002116362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.183055,0.0009278484,0.1002981,0.01611596,0.002449292,0.0002671772,0.0004253805,0.003213147,0.6932481],"genre_scores_gemma":[0.9397464,0.0002269845,0.01421689,0.001401636,0.0003393276,0.00006030883,0.0002388707,0.0001909047,0.04357861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0279331,"threshold_uncertainty_score":0.09344548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03085688450771113,"score_gpt":0.2004877024161402,"score_spread":0.169630817908429,"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."}}