{"id":"W4283370898","doi":"10.1111/poms.13789","title":"Toward servitization: Optimal design of uptime‐guarantee maintenance contracts","year":2022,"lang":"en","type":"article","venue":"Production and Operations Management","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Original equipment manufacturer; Downtime; Service provider; Business; Contract management; Computer science; Profit (economics); Service (business); Operations management; Operations research; Marketing; Microeconomics; Economics","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":[0.007952017,0.001286669,0.001607394,0.001300365,0.0008324154,0.002890261,0.001446627,0.001674459,0.002491983],"category_scores_gemma":[0.02074824,0.001394889,0.0007304296,0.001130499,0.002206692,0.003885643,0.002025046,0.002202508,0.0002995327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003495367,"about_ca_system_score_gemma":0.004694434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002984768,"about_ca_topic_score_gemma":0.001916095,"domain_scores_codex":[0.995491,0.002640934,0.0001863172,0.0004515186,0.0007743886,0.0004559517],"domain_scores_gemma":[0.9885635,0.00768239,0.001474484,0.0005889587,0.0009683298,0.0007222748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002370351,0.0002019041,0.001446711,0.0001235857,0.00003435869,0.00007368949,0.0002819524,0.8382196,0.001465504,0.1250447,0.0009243676,0.0319466],"study_design_scores_gemma":[0.00005937659,0.0001084396,0.0001812714,0.00002940316,0.00001048144,0.00002268763,0.00007876059,0.960947,0.0005777336,0.03695254,0.001020508,0.00001173468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08249633,0.0005774612,0.9077942,0.0004338975,0.0000254496,0.0003137062,0.00009165977,0.000161926,0.008105318],"genre_scores_gemma":[0.7975104,0.0006206208,0.1988469,0.00009658235,0.00003341326,0.0003282799,0.00011883,0.00009249111,0.002352554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007952017,"threshold_uncertainty_score":0.04205477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190075546935579,"score_gpt":0.2096925354700782,"score_spread":0.1877917800007224,"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."}}