{"id":"W3001931150","doi":"10.5267/j.dsl.2019.10.003","title":"Selection of optimal portfolios of interdependent real options","year":2020,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Interdependence; Computer science; Risk analysis (engineering); Mathematical optimization; Operations research; Management science; Business; Economics; Engineering; Mathematics; Artificial intelligence; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005408261,0.00006407312,0.0002149487,0.0003927127,0.00006325691,0.00003297595,0.000312239,0.00002101056,0.0002401006],"category_scores_gemma":[0.000101472,0.00006316049,0.0001304428,0.001085633,0.0002149562,0.0003010399,0.00008592768,0.00005925293,0.00008418304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003872138,"about_ca_system_score_gemma":0.00001228774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009457525,"about_ca_topic_score_gemma":0.000003611627,"domain_scores_codex":[0.9989348,0.000006254186,0.0005212009,0.0002823606,0.000124312,0.0001310952],"domain_scores_gemma":[0.999393,0.00002656992,0.0003118615,0.0001434405,0.00004107079,0.00008407621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001252249,0.0002734699,0.1807968,0.00002826936,0.0001167935,0.00001186081,0.005114669,0.01475482,0.3026784,0.4786527,0.0114553,0.005991723],"study_design_scores_gemma":[0.002796966,0.001056774,0.4889622,0.0001080539,0.0001010627,0.00002646963,0.002089673,0.3527863,0.1202921,0.0248259,0.005629115,0.001325403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848641,0.0001767697,0.012501,0.001366023,0.0001139677,0.00005750447,0.00001693786,0.00001021067,0.0008934828],"genre_scores_gemma":[0.9941049,0.0003225439,0.005007595,0.0005077712,0.00003174035,0.000001554168,0.000002049851,0.000004410262,0.00001744059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4538268,"threshold_uncertainty_score":0.2628933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03798437178668035,"score_gpt":0.2622009212305544,"score_spread":0.224216549443874,"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."}}