{"id":"W2395276158","doi":"10.2139/ssrn.2779334","title":"Some Mathematical Aspects of Price Optimisation","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk and Portfolio Optimization","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Actua","funders":"","keywords":"Mathematical economics; Computer science; Econometrics; Economics; Management science","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":[0.005333954,0.00009973555,0.0002152623,0.0002470182,0.00009781885,0.00006106182,0.0004441916,0.00006878774,0.0002728831],"category_scores_gemma":[0.001465851,0.00005297898,0.0001211284,0.0003471943,0.0000640593,0.00064976,0.00003282215,0.0003123259,0.0002529468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002529103,"about_ca_system_score_gemma":0.001174287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002393223,"about_ca_topic_score_gemma":0.000009369391,"domain_scores_codex":[0.9970666,0.0001372054,0.0006679707,0.0001881224,0.0010067,0.0009333792],"domain_scores_gemma":[0.9983844,0.0004516105,0.0005046994,0.0002719179,0.0003006363,0.00008675162],"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":[0.00003095872,0.00004914256,0.0006240012,6.764103e-7,0.00002647786,0.000001162412,0.0001020442,0.0002245588,0.001159842,0.9013063,0.0002115515,0.09626323],"study_design_scores_gemma":[0.0004045476,0.0001604516,0.0005390504,0.00001447867,0.00001130857,0.0001791391,0.0002695631,0.0003980378,0.001206517,0.9955996,0.001136296,0.00008101192],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2657957,0.001685064,0.7147347,0.003742428,0.0003641785,0.0001817157,0.000003154448,0.00003381137,0.0134592],"genre_scores_gemma":[0.9873176,0.007680261,0.001093457,0.00003135495,0.0002677299,0.000001621241,3.777228e-7,0.00001108856,0.003596475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7215219,"threshold_uncertainty_score":0.3251204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02972987908374595,"score_gpt":0.321477599966996,"score_spread":0.2917477208832501,"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."}}