{"id":"W3125270130","doi":"10.1111/poms.12741","title":"Skill Management in Large‐Scale Service Marketplaces","year":2017,"lang":"en","type":"article","venue":"Production and Operations Management","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Revenue; Service (business); Test (biology); Business; Marketing; Scale (ratio); Computer science; Finance","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":[0.00339374,0.0008518906,0.000729143,0.001296501,0.001122385,0.002389669,0.001668168,0.001402321,0.009966383],"category_scores_gemma":[0.01149659,0.0004009819,0.0006248998,0.001072444,0.002057105,0.003119784,0.002329412,0.001035194,0.0006424087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002153332,"about_ca_system_score_gemma":0.001444004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007757692,"about_ca_topic_score_gemma":0.005042112,"domain_scores_codex":[0.99804,0.0006088965,0.00005509986,0.0002708412,0.0003154819,0.000709705],"domain_scores_gemma":[0.9894351,0.005428602,0.002407942,0.0006651985,0.0006265617,0.001436577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002767901,0.006103572,0.06161358,0.0005043543,0.0002693681,0.003472805,0.0009732876,0.6378556,0.02147689,0.09235982,0.005741691,0.1668612],"study_design_scores_gemma":[0.0004768751,0.001819607,0.01557067,0.00003870943,0.00005676477,0.0003259409,0.001197787,0.9223222,0.004257522,0.05077969,0.003061543,0.00009267738],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425004,0.000313749,0.04757044,0.0005911186,0.00004838407,0.0003361936,0.0001341107,0.0005151894,0.007990448],"genre_scores_gemma":[0.9963386,0.00004927615,0.002718742,0.00002437542,0.00001288622,0.00002810275,0.00003510476,0.000009863873,0.0007830421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009966383,"threshold_uncertainty_score":0.03334081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575976586270681,"score_gpt":0.2429394592288449,"score_spread":0.2271796933661381,"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."}}