{"id":"W4243596616","doi":"10.1142/9789814407519_bmatter","title":"BACK MATTER","year":2012,"lang":"en","type":"paratext","venue":"World Scientific series in finance","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004802865,0.001302005,0.001063595,0.001598827,0.00172096,0.007124525,0.001179271,0.003002945,0.9135345],"category_scores_gemma":[0.003032025,0.0004033302,0.0009688751,0.001325368,0.0009576104,0.001831697,0.002359994,0.002643655,0.9082608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0013594,"about_ca_system_score_gemma":0.001708762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002907336,"about_ca_topic_score_gemma":0.005223576,"domain_scores_codex":[0.9995499,0.00003633411,0.00001887226,0.0001178402,0.0001648311,0.0001122512],"domain_scores_gemma":[0.9991352,0.00008191039,0.00004091563,0.0001145745,0.0002918229,0.0003355121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004717676,0.0000381337,0.00007416483,0.00008940306,0.000004608779,0.00004315316,0.00001150158,0.00003401834,0.0001751674,0.002361854,0.9335256,0.06359532],"study_design_scores_gemma":[0.00000971872,0.00001063895,0.0002085337,0.0000599687,0.000003077546,0.00003496203,0.00001997559,0.00003908536,0.0001173907,0.001288063,0.9982046,0.000003996498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004103857,0.001668984,0.0004378829,0.009332228,0.01397451,0.00006586996,0.003632367,0.001264317,0.9692135],"genre_scores_gemma":[0.000557955,0.0002600905,0.00006787883,0.0006946478,0.0003499619,0.000009030836,0.0004949477,0.0001003096,0.9974653],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08646554,"threshold_uncertainty_score":0.1233326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02407660259509666,"score_gpt":0.2667453347964727,"score_spread":0.2426687322013761,"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."}}