{"id":"W7100103011","doi":"","title":"Université de Montréal (CIRANO and CRDE)","year":2002,"lang":"en","type":"article","venue":"","topic":"Biochemical and Structural Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Markov chain; Volatility (finance); Stock (firearms); Preference; Stochastic volatility; Valuation of options; Preference theory; Constant elasticity of variance model","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000008000423,0.00003971544,0.00002839092,0.000004857726,0.00003680226,0.00000439823,0.00002728788,0.00005632102,0.0001468018],"category_scores_gemma":[0.000004419366,0.00003317521,0.0000134954,0.00001451509,0.00001945369,9.371863e-7,0.00004116885,0.00001580795,0.000005295578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006235708,"about_ca_system_score_gemma":0.000001029406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001810586,"about_ca_topic_score_gemma":0.00001466484,"domain_scores_codex":[0.999783,0.000005327518,0.00003170109,0.00009058599,0.00002134123,0.00006800402],"domain_scores_gemma":[0.9998903,0.00000105275,0.000008930645,0.00005144876,0.000008930549,0.00003937493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001112344,0.000003360534,0.002091263,0.000002164161,0.000004457535,8.543809e-7,0.00001947598,2.777229e-7,0.9926602,0.00005574327,0.002201925,0.002949153],"study_design_scores_gemma":[0.0003052541,0.00006238501,0.02228486,0.000001353893,0.000006027079,0.00004206252,0.0000151537,0.0003028373,0.9112229,0.00004194951,0.06560457,0.0001105862],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994966,0.0004533684,0.0001335143,0.0003542014,0.00001126469,0.00001977576,0.000003187153,0.000006517525,0.004052224],"genre_scores_gemma":[0.9913679,0.0003510442,0.0001908755,0.0002818367,0.0000413267,3.89524e-7,0.00002309564,0.000002851816,0.007740711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08143725,"threshold_uncertainty_score":0.1607376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003340303534796148,"score_gpt":0.1449075583055937,"score_spread":0.1415672547707976,"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."}}