{"id":"W3162308297","doi":"10.2139/ssrn.3720594","title":"Optimal Technology Design","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Computer science; Business","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":[0.001012312,0.001029855,0.0009458489,0.001548243,0.0007945472,0.002630772,0.0008165529,0.002458815,0.02417311],"category_scores_gemma":[0.005730106,0.0008324506,0.0008998356,0.001186513,0.001330088,0.003251896,0.00129724,0.001220646,0.002717764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363368,"about_ca_system_score_gemma":0.001877757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008697344,"about_ca_topic_score_gemma":0.0007247253,"domain_scores_codex":[0.9990875,0.0003456774,0.00003477564,0.0002336059,0.0001640169,0.0001344995],"domain_scores_gemma":[0.9985353,0.000944062,0.00009037166,0.0001696042,0.0001875447,0.00007312799],"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":[0.0001904366,0.0001373027,0.0005714929,0.0003018579,0.00007582786,0.00009945175,0.0001112261,0.2757742,0.00297147,0.5941403,0.008148249,0.1174781],"study_design_scores_gemma":[0.00008147086,0.0001620866,0.000302968,0.00007637904,0.00006706457,0.00009752255,0.00009219752,0.3790784,0.001639179,0.6056724,0.01270634,0.00002389335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03179094,0.001311541,0.8498493,0.001627167,0.0002534397,0.0002495974,0.0002669454,0.0003608751,0.1142903],"genre_scores_gemma":[0.7784716,0.001792834,0.1627684,0.0004351927,0.0001815409,0.0005044926,0.0002866321,0.0002064418,0.05535303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02417311,"threshold_uncertainty_score":0.08086711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039493867074173,"score_gpt":0.2096037758084819,"score_spread":0.1892088371377401,"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."}}