{"id":"W4231493237","doi":"10.1007/978-3-7908-2660-9_4","title":"Literature Review","year":2004,"lang":"en","type":"book-chapter","venue":"ZEW economic studies","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Capital asset pricing model; Order (exchange); Asset (computer security); Economics; Stochastic discount factor; Financial economics; Investment theory; Point (geometry); Process (computing); Computer science; Finance; Mathematics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002013896,0.0004501405,0.001377475,0.0001718571,0.0001623382,0.00004879056,0.0003634642,0.0002623343,0.0007839447],"category_scores_gemma":[0.00007096378,0.000505948,0.0003499593,0.00004177051,0.0001458846,0.0001125805,0.0001797415,0.0003303264,0.009375351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005059676,"about_ca_system_score_gemma":0.0000732447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001405644,"about_ca_topic_score_gemma":0.00001537182,"domain_scores_codex":[0.9978851,7.270099e-7,0.001028871,0.0007823395,0.00002427416,0.0002786832],"domain_scores_gemma":[0.9983906,0.00005333163,0.0008281115,0.0005900734,0.00006416065,0.0000737121],"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":[0.000002096223,0.000006854402,0.000003124991,0.001217469,0.000242882,0.000005486123,0.0001023305,0.000002229886,2.391668e-8,0.9796003,0.01756077,0.001256501],"study_design_scores_gemma":[0.0001131222,0.00001961471,0.00001011626,0.002569295,0.00003278445,0.000008076456,0.0000031201,0.000001139401,2.442242e-7,0.5613808,0.4355489,0.0003127739],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.324412e-7,0.5444247,0.0008068125,0.001591025,0.000535946,0.0003431787,0.0007263211,0.00004735764,0.4515242],"genre_scores_gemma":[0.0002491914,0.7542625,0.0005708533,0.002260496,0.0009331014,0.0002060589,0.0001271099,0.0001058429,0.2412848],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4182194,"threshold_uncertainty_score":0.9997392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04933419116239653,"score_gpt":0.2539503783028471,"score_spread":0.2046161871404505,"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."}}