{"id":"W3121169527","doi":"10.2139/ssrn.1346110","title":"Johnson Binomial Trees","year":2008,"lang":"ca","type":"article","venue":"SSRN Electronic Journal","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Mathematics; Statistics","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":[0.0006488483,0.0004080097,0.0009639133,0.002231747,0.00182862,0.003473287,0.0008891391,0.001240317,0.03399356],"category_scores_gemma":[0.005683109,0.0005748226,0.0006598089,0.002153095,0.0009770511,0.002688795,0.001372305,0.002011538,0.008518513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160458,"about_ca_system_score_gemma":0.0008939553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001880006,"about_ca_topic_score_gemma":0.003068251,"domain_scores_codex":[0.9992494,0.0001668911,0.00004265012,0.000138123,0.0002754036,0.0001275548],"domain_scores_gemma":[0.9983214,0.0006884987,0.000163268,0.0002447489,0.0003339274,0.0002481237],"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":[0.00002965156,0.0000337199,0.0005234215,0.00003371604,0.00001678756,0.00007960856,0.00007976975,0.002640742,0.0004180605,0.9459957,0.0165543,0.03359439],"study_design_scores_gemma":[0.00001354421,0.00000861624,0.0003833884,0.00002468876,0.00001915283,0.0002293786,0.00003569953,0.01968071,0.000280578,0.9473678,0.03194007,0.00001629524],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.08751769,0.004313575,0.3290661,0.003232766,0.00108464,0.0001755429,0.002726741,0.001935981,0.5699469],"genre_scores_gemma":[0.6473949,0.003568563,0.083536,0.001964186,0.001274907,0.0002205127,0.003485811,0.001081956,0.2574731],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03399356,"threshold_uncertainty_score":0.1137198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713976032516328,"score_gpt":0.2126547671223127,"score_spread":0.1955150067971494,"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."}}