{"id":"W1713729291","doi":"","title":"Measuring Implementation Shortfall in Stock Portfolios: Quality Management by Another Name","year":2009,"lang":"en","type":"article","venue":"","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Investment management; Portfolio; Business; Quality (philosophy); Stock (firearms); Actuarial science; Economics; Financial economics; Finance; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00197859,0.0001314228,0.0001590757,0.0002827784,0.0001018591,0.0001999597,0.0001540272,0.00004194404,0.0009190575],"category_scores_gemma":[0.00006940478,0.0001256334,0.00005416488,0.0004703338,0.00001185216,0.0005550294,0.00005798753,0.0001017382,0.0001281481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000762849,"about_ca_system_score_gemma":0.00001734354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002239488,"about_ca_topic_score_gemma":0.0005018587,"domain_scores_codex":[0.9981167,0.00002063771,0.0005694705,0.0003100374,0.0006282656,0.000354889],"domain_scores_gemma":[0.9994491,0.00001168923,0.0002030901,0.0002063998,0.0001187543,0.00001092997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008671409,0.000389006,0.3578718,0.0001315257,0.00003143412,0.00003699295,0.00008723105,0.00009255616,0.001942551,0.04844513,0.05643824,0.5344468],"study_design_scores_gemma":[0.001127796,0.00002493242,0.9256186,0.00003906549,0.0000166972,6.208753e-7,0.0006089545,0.001073289,0.0003226245,0.005156316,0.06565098,0.0003600741],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8394262,0.00005194425,0.001765247,0.001779464,0.00009854769,0.000600793,0.000001001766,0.0001469416,0.1561299],"genre_scores_gemma":[0.9947338,0.000009985346,0.0002129581,0.002019934,0.0001323681,0.0000320005,0.00003721331,0.00001292014,0.002808785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5677468,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082223098805686,"score_gpt":0.3733306725571271,"score_spread":0.2651083626765585,"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."}}