{"id":"W6931348673","doi":"10.5281/zenodo.3988665","title":"bactopia/bactopia: Add no cache feature","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Feature (linguistics); Cache; Pattern recognition (psychology); Feature extraction; Encoding (memory)","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":[0.0002162775,0.0002916073,0.0002465413,0.0001420619,0.0005156965,0.0003146633,0.001179908,0.0004282488,0.04475639],"category_scores_gemma":[0.0004962682,0.0002869543,0.000121984,0.0002192915,0.0002385643,0.000004359464,0.001454056,0.0004831639,0.01422079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003789763,"about_ca_system_score_gemma":0.00001602515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002854636,"about_ca_topic_score_gemma":0.000002095991,"domain_scores_codex":[0.9979461,0.0002546495,0.0001783473,0.0007433166,0.0004137682,0.0004637831],"domain_scores_gemma":[0.9985484,0.000005760135,0.000120706,0.0007623069,0.0002758119,0.0002870104],"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":[0.00006979908,0.00004006406,0.000001187724,0.0001031889,0.0001191404,0.00001443189,0.00004919947,0.000001026277,0.01134925,0.0002222383,0.9659196,0.02211083],"study_design_scores_gemma":[0.000438314,0.0004974158,0.00003807608,0.00004491556,0.00001885053,0.00005126878,0.00003148938,0.00001533694,0.001456754,0.00001594588,0.9970919,0.00029976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001205845,0.0008816211,0.000682727,0.0007245357,0.0002268161,0.0005637166,0.0006782605,0.0003156762,0.995806],"genre_scores_gemma":[0.003073712,0.001269342,0.0009714493,0.0005404853,0.002457892,1.655572e-7,0.01676743,0.008936666,0.9659829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03117224,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770221116187484,"score_gpt":0.2381458946849826,"score_spread":0.2204436835231078,"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."}}