{"id":"W6926519411","doi":"10.22008/fk2/wp1tr3/jbf9nw","title":"21906.pdf","year":2021,"lang":"en","type":"dataset","venue":"Geological Survey of Denmark and Greenland (GEUS)","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apotex Pharmachem (Canada)","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","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":[],"category_scores_codex":[0.0006076895,0.0003590551,0.0006583974,0.00004291605,0.0001225443,0.00002350415,0.0002762988,0.0006779428,0.001362828],"category_scores_gemma":[0.0005650296,0.0002534646,0.0001462794,0.0001163128,0.0003024434,0.000001770937,0.0006785763,0.0002555724,0.00008721351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004180426,"about_ca_system_score_gemma":0.00006766724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134132,"about_ca_topic_score_gemma":0.002760966,"domain_scores_codex":[0.9980785,0.000353712,0.0003775959,0.0006287587,0.0002042034,0.0003572808],"domain_scores_gemma":[0.998871,0.000135134,0.000186808,0.0004699687,0.0002000582,0.0001369871],"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":[0.0001681743,0.0001064243,0.06284144,0.00009855418,0.0002462488,0.00003639672,0.000001891615,0.00000170976,0.0001564533,0.000001065479,0.9346179,0.001723745],"study_design_scores_gemma":[0.0003996008,0.0003706452,0.2705904,0.00003556185,0.00007199695,0.000034275,0.000008225683,0.0000014142,0.00009810802,0.00001860289,0.7280396,0.0003315548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.05571263,0.01424745,0.00003551634,0.00009358118,0.0003425708,0.0001757228,0.9289201,0.00000432355,0.000468067],"genre_scores_gemma":[0.01596025,0.01717173,0.00007650433,0.0002504204,0.0002826967,0.00001405542,0.9639976,0.00001223949,0.002234504],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.207749,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954523700736011,"score_gpt":0.2527034588237904,"score_spread":0.2331582218164303,"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."}}