{"id":"W2903118185","doi":"10.7771/2159-6670.1181","title":"Collaborative Product–Service Approach to Aviation Maintenance, Repair, and Overhaul. Part I: Quantitative Model","year":2018,"lang":"en","type":"article","venue":"Journal of Aviation Technology and Engineering","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; McGill University","keywords":"Original equipment manufacturer; Airframe; Aircraft maintenance; Aviation; Service (business); Product (mathematics); Product-service system; Business; Engineering; Process management; Business model; Engineering management; Operations management; Manufacturing engineering; Computer science; Aeronautics; Marketing; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003217074,0.001213687,0.0004379072,0.002112266,0.000967444,0.0027761,0.002819576,0.001869272,0.006719768],"category_scores_gemma":[0.004737495,0.0006065594,0.001184375,0.001837179,0.002338009,0.004636156,0.001982145,0.001491012,0.0009973899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00486014,"about_ca_system_score_gemma":0.003144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009936489,"about_ca_topic_score_gemma":0.004881459,"domain_scores_codex":[0.9972479,0.00137338,0.0001342545,0.000321413,0.0007397859,0.0001833455],"domain_scores_gemma":[0.9971839,0.001587967,0.0003411596,0.0002410003,0.0004868488,0.0001590862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003399087,0.0001604416,0.001254529,0.0001911678,0.00003428931,0.0002538281,0.000637483,0.3047543,0.001083277,0.6749368,0.001414043,0.01524584],"study_design_scores_gemma":[0.00003653927,0.0001538836,0.0005838504,0.00006559047,0.00003038354,0.0001780283,0.0004561632,0.8128803,0.0006207121,0.1619642,0.02299251,0.0000378572],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01524469,0.0004326099,0.9362023,0.001217045,0.00007119744,0.0003253458,0.0002755327,0.0001528866,0.04607834],"genre_scores_gemma":[0.6440141,0.001385167,0.3322788,0.000274248,0.00009825567,0.001766831,0.0005160557,0.00008310508,0.01958343],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009936489,"threshold_uncertainty_score":0.03526288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008138649636703674,"score_gpt":0.2022516197582939,"score_spread":0.1941129701215902,"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."}}