{"id":"W4251147087","doi":"10.32920/ryerson.14665785","title":"A Real Options Approach to Design for Quality Standards Considering Life Cycle of a Product","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Flexibility (engineering); Chart; Product (mathematics); Quality (philosophy); Control chart; Computer science; Production (economics); Risk analysis (engineering); Control (management); Product lifecycle; System dynamics; Reliability engineering; Manufacturing engineering; Operations research; Operations management; Industrial engineering; Engineering; New product development; Business; Economics; Mathematics; Microeconomics; Process (computing)","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":[],"consensus_categories":[],"category_scores_codex":[0.001836434,0.0002194188,0.001014429,0.0003065802,0.00007944096,0.0001395591,0.0002153648,0.000147415,0.0001571793],"category_scores_gemma":[0.0006336154,0.0002405663,0.0004793132,0.0002361442,0.00005496679,0.00007893355,0.0003152413,0.0001606116,0.000007047147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772539,"about_ca_system_score_gemma":0.0002879445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00247961,"about_ca_topic_score_gemma":0.0001058006,"domain_scores_codex":[0.9977743,0.00004096647,0.0010703,0.0007974911,0.0000782168,0.0002387483],"domain_scores_gemma":[0.9983875,0.00008724763,0.0004868184,0.0006883337,0.0002021695,0.0001479518],"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":[0.00005911797,0.0004206414,0.0009576642,0.0006440021,0.0008137405,4.734161e-7,0.001985619,0.0679189,0.00006641411,0.9242988,0.00272845,0.0001062276],"study_design_scores_gemma":[0.00338513,0.0004569644,0.01706538,0.0003459964,0.0007273522,0.000004915153,0.007444778,0.2966063,0.005515674,0.6553611,0.008611742,0.004474648],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2712489,0.02369094,0.6663382,0.001254732,0.0006749975,0.003171754,0.003548688,0.0001317669,0.02994005],"genre_scores_gemma":[0.6878474,0.004457808,0.3051449,0.0001369607,0.0001811767,0.0005344478,0.0002569816,0.00004614081,0.001394159],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4165985,"threshold_uncertainty_score":0.981001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1543032204154444,"score_gpt":0.3176371490208103,"score_spread":0.1633339286053659,"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."}}