{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008012556,0.0002432919,0.000186811,0.000519251,0.001197273,0.001243402,0.0004359967,0.00004231545,0.0004322606],"category_scores_gemma":[0.00003315045,0.0002418387,0.00004312476,0.0003123631,0.00006069745,0.002033591,0.00082272,0.0001128778,0.0003737962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005984459,"about_ca_system_score_gemma":0.000003500628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002253966,"about_ca_topic_score_gemma":0.003518183,"domain_scores_codex":[0.9983001,0.00001815797,0.0003403893,0.0006664544,0.0002980924,0.0003768594],"domain_scores_gemma":[0.9989211,0.000003475258,0.0001186396,0.0008437246,0.00009045747,0.0000226105],"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":[0.0003216134,0.002689163,0.08822975,0.004209173,0.0006696312,0.000175696,0.00196251,0.007400438,0.00006990727,0.667145,0.1134905,0.1136367],"study_design_scores_gemma":[0.002018496,0.00001291963,0.2496394,0.0002268167,0.0001896904,0.000003233237,0.009115939,0.0261745,0.0000312962,0.002550006,0.7093035,0.0007342597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3244071,0.0002207515,0.001028056,0.04774746,0.003567324,0.003316644,0.000004787362,0.0003573351,0.6193505],"genre_scores_gemma":[0.9635134,0.0005348446,0.0019357,0.004908072,0.000823401,0.000435101,0.000049013,0.00003900762,0.02776152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6645949,"threshold_uncertainty_score":0.9997934,"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."}}