{"id":"W6906493372","doi":"10.17605/osf.io/j3hme","title":"Final analysis (processed data) for permanent registration","year":2019,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Set (abstract data type); Process (computing); Matching (statistics); Automation; Measure (data warehouse)","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":[],"consensus_categories":[],"category_scores_codex":[0.0008915964,0.0001600335,0.0002407637,0.0001574217,0.0001266733,0.0004379657,0.004104881,0.0002990557,0.0002553085],"category_scores_gemma":[0.0004812214,0.0001377222,0.00006736831,0.0006773023,0.0004207191,0.00001039306,0.001200907,0.0001260051,0.00006571306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001336849,"about_ca_system_score_gemma":0.0007983791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001600547,"about_ca_topic_score_gemma":0.0002225862,"domain_scores_codex":[0.9979835,0.00002168057,0.0001571019,0.001061924,0.0004441847,0.0003316161],"domain_scores_gemma":[0.9971659,0.00001809651,0.0001625996,0.002431465,0.0001246985,0.00009719613],"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":[0.00007574569,0.0000536711,0.0003403409,0.00007705039,0.0002367056,0.000001196534,0.00002133007,0.00005967408,0.004153566,0.001527119,0.985642,0.007811611],"study_design_scores_gemma":[0.0001829464,0.0001679162,0.0002423833,0.00005849166,0.0001121198,0.000001371749,0.00005818195,0.000587252,0.001448488,0.0003155443,0.9965729,0.0002524293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001287908,0.001690022,0.1371781,0.001252719,0.0008589181,0.003205452,0.0008495853,0.0000239804,0.8536533],"genre_scores_gemma":[0.01581693,0.0002606293,0.04327904,0.0003165258,0.0005597341,0.00008018058,0.002376298,0.0001039391,0.9372067],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09389906,"threshold_uncertainty_score":0.7627957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06625959982836138,"score_gpt":0.4065038697589594,"score_spread":0.340244269930598,"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."}}