{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001188095,0.0007703938,0.0009334447,0.001432485,0.000371251,0.0007036856,0.001647553,0.0003105176,0.3072957],"category_scores_gemma":[0.00002327635,0.0008083347,0.0001984795,0.004781523,0.002014807,0.001109518,0.0005834614,0.0009817894,0.9575117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005233274,"about_ca_system_score_gemma":0.000285823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004494686,"about_ca_topic_score_gemma":0.001860918,"domain_scores_codex":[0.9947724,0.0001975241,0.0008932198,0.001650525,0.0007908356,0.00169547],"domain_scores_gemma":[0.996577,0.00006021731,0.0005885912,0.002475876,0.0001700232,0.0001282558],"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":[0.00005312259,0.0001009473,0.001182784,0.0001854398,0.000009963899,0.000005610241,0.0003790676,0.00009139018,0.0004479624,0.0003590046,0.9970667,0.0001179548],"study_design_scores_gemma":[0.0002367628,0.000007457028,0.00233877,0.0006402812,0.00001223899,0.00001944898,0.00002196078,0.000006418611,0.0009062776,0.0000514899,0.9948581,0.0009007532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004203537,0.007422025,0.00000829697,0.0003117259,0.04607767,0.0006942045,0.001418335,0.00003436362,0.9398298],"genre_scores_gemma":[0.003581749,0.00005253448,0.001644863,0.0001901933,0.0006361546,0.0001828844,0.0009794775,0.0002727926,0.9924594],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.650216,"threshold_uncertainty_score":0.9994367,"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."}}