{"id":"W6888507956","doi":"10.21228/m81x28","title":"PR001034","year":2020,"lang":"en","type":"other","venue":"UC San Diego","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ontario Genomics; Canadian Institutes of Health Research; National Institute of General Medical Sciences; University of Kentucky; Ontario Genomics Institute; National Institutes of Health","keywords":"Process (computing); Identification (biology); Product (mathematics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"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":[0.00004781153,0.0003491648,0.0003901969,0.000197614,0.00002032546,0.00003369326,0.0004002432,0.0002921699,0.158629],"category_scores_gemma":[0.00007162062,0.0003385539,0.0001261841,0.0002481106,0.00007497619,0.00001809182,0.0001268145,0.000300331,0.2656791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005437188,"about_ca_system_score_gemma":0.00005741055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001177351,"about_ca_topic_score_gemma":0.001035206,"domain_scores_codex":[0.9986795,0.00005034752,0.0001488955,0.000473318,0.0003227154,0.0003252634],"domain_scores_gemma":[0.9990593,0.0000172551,0.0001711922,0.0005702476,0.000009682566,0.00017231],"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":[0.000007457168,0.00002625511,0.0001514761,0.00006182808,0.0001045656,0.00008183878,0.00005015506,9.934033e-8,0.0001682563,0.0006316155,0.9979626,0.0007538314],"study_design_scores_gemma":[0.0002481652,0.00002475125,0.0001441569,0.0001235255,0.00005688749,0.000003637169,0.00001210874,0.000005196305,0.0000617175,0.00008103625,0.9988621,0.0003767256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003804242,0.001771641,0.00001049504,0.00005595237,0.0004551592,0.0003297013,0.0005636879,0.00167822,0.9951313],"genre_scores_gemma":[0.0002544431,0.00001696185,0.0008103332,0.0003887833,0.001782666,0.00002555977,0.0002233242,0.00384308,0.9926549],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1070501,"threshold_uncertainty_score":0.9999067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854868869598889,"score_gpt":0.254779884455437,"score_spread":0.2362311957594481,"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."}}