{"id":"W4410045708","doi":"10.21983/p3.0014.1.16","title":"Distributed Evidence","year":2012,"lang":"en","type":"book-chapter","venue":"Punctum Books","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","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"],"consensus_categories":[],"category_scores_codex":[0.0002207905,0.0003480451,0.0002634959,0.00004109777,0.00007564918,0.00003126498,0.0003305087,0.0004866419,0.0005805185],"category_scores_gemma":[0.00008845347,0.0002930368,0.0002224048,0.000009865625,0.0002649321,0.000002178794,0.000330174,0.0002822609,0.0004787412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002836655,"about_ca_system_score_gemma":0.0001720302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001063107,"about_ca_topic_score_gemma":0.00001621473,"domain_scores_codex":[0.9985027,0.0000194729,0.0002431235,0.0004680115,0.0003395109,0.0004271934],"domain_scores_gemma":[0.9987466,0.00002437515,0.0001049826,0.0007573273,0.0001504234,0.0002163387],"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":[0.000558425,0.00007721072,0.0005615774,0.0004340042,0.0009421308,0.00007818044,0.00007810795,0.00001350357,0.07046299,0.05594547,0.6760241,0.1948243],"study_design_scores_gemma":[0.0001345676,0.0001784113,0.0001807733,0.0001088726,0.00005722093,0.00002581244,0.000002353169,0.000003313283,0.009677854,0.002230782,0.987025,0.0003750327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007815426,0.04435902,0.002574471,0.0003443102,0.0006318501,0.0006622679,0.0002659365,0.00004396048,0.9503366],"genre_scores_gemma":[0.03692821,0.002080567,0.0001782273,0.0002385028,0.001132973,0.00002327021,0.0007405631,0.00008204596,0.9585956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3110009,"threshold_uncertainty_score":0.9999522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04025128704549535,"score_gpt":0.2787983561019448,"score_spread":0.2385470690564494,"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."}}