{"id":"W2170074095","doi":"10.1115/omae2004-51511","title":"Consequence and Utility Modeling in Rational Decision Making","year":2004,"lang":"en","type":"article","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Risk analysis (engineering); Computer science; Expected utility hypothesis; Valuation (finance); Identification (biology); Economics; Mathematical 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":[0.006087032,0.001485481,0.0009769785,0.001514256,0.0008119467,0.003408879,0.001546802,0.002070729,0.005327142],"category_scores_gemma":[0.01257842,0.0004393564,0.001208435,0.001798213,0.004205637,0.00450093,0.001529128,0.002324396,0.0005740698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00341587,"about_ca_system_score_gemma":0.001660719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004474355,"about_ca_topic_score_gemma":0.003006982,"domain_scores_codex":[0.9953928,0.003151172,0.0001649299,0.0003467622,0.0006961062,0.0002482742],"domain_scores_gemma":[0.9939963,0.004731883,0.0003636015,0.0002680745,0.0004399563,0.0002001231],"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":[0.00002127555,0.00001788593,0.0002706069,0.00005221428,0.00002431227,0.00006430237,0.0001130314,0.08918469,0.00004881251,0.9038295,0.0005133352,0.005859973],"study_design_scores_gemma":[0.0000140906,0.00001758225,0.00009193525,0.00002503091,0.00001021007,0.00002044188,0.00004162609,0.1225248,0.00003998788,0.8749474,0.002257342,0.000009523987],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01747211,0.002244159,0.92845,0.003571051,0.0001641896,0.0001063122,0.000217341,0.0001070968,0.04766764],"genre_scores_gemma":[0.8254262,0.003828632,0.1550747,0.0004677519,0.0003317753,0.0005117882,0.0002819096,0.00007871164,0.01399853],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006087032,"threshold_uncertainty_score":0.03219169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04927301570008369,"score_gpt":0.31451185936957,"score_spread":0.2652388436694863,"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."}}