{"id":"W3156335520","doi":"10.2139/ssrn.3771519","title":"The Option to Pay Attention","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Economics; Actuarial science; Mathematical economics","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":[0.001822907,0.0002991976,0.0003184061,0.0006001931,0.001366953,0.005035344,0.001095018,0.007346609,0.1361715],"category_scores_gemma":[0.01708003,0.0001524023,0.0003651193,0.0003310365,0.00178166,0.004672011,0.002515717,0.004652038,0.02858071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006888128,"about_ca_system_score_gemma":0.001839079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007223234,"about_ca_topic_score_gemma":0.001163987,"domain_scores_codex":[0.9982535,0.0004357531,0.00005753156,0.0002631068,0.0005099841,0.0004800485],"domain_scores_gemma":[0.9937297,0.001449632,0.000411417,0.0009611856,0.000800086,0.002647932],"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":[0.0003697356,0.0003378561,0.005666473,0.0000978333,0.00005219015,0.001591642,0.00122517,0.0003951113,0.001727697,0.4015665,0.3745711,0.2123987],"study_design_scores_gemma":[0.0001313966,0.0001394257,0.00353697,0.0002019655,0.00003116265,0.002033613,0.00198045,0.001426333,0.0006501573,0.3409905,0.6488078,0.000070281],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02273431,0.001300152,0.004929075,0.1935795,0.005083097,0.00005121293,0.0001610307,0.0002405161,0.7719211],"genre_scores_gemma":[0.4946134,0.0007415179,0.002407217,0.0622205,0.003842152,0.0001174299,0.0001620216,0.0001392049,0.4357565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1361715,"threshold_uncertainty_score":0.4555391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354568222301882,"score_gpt":0.2091794799106383,"score_spread":0.1956337976876194,"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."}}