{"id":"W4256245624","doi":"10.1515/iupac.73.0272","title":"Fermentation","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Biopolymer Synthesis and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan College","funders":"","keywords":"Table (database); Food science; Commission; Fermentation; Chemistry; Product (mathematics); Biochemistry; Human nutrition; Organic chemistry; Polymer science; Biotechnology; Biology; Computer science; Mathematics; Political science; Law; Data mining","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":[0.0001345522,0.0002263846,0.0001909034,0.00004719326,0.0000824231,0.00002752993,0.0002689618,0.0003194756,0.0007499033],"category_scores_gemma":[0.00006686663,0.0001769058,0.0001152269,0.00005168894,0.00008921027,0.000001688371,0.0001079014,0.0000956668,0.000002962646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004334986,"about_ca_system_score_gemma":0.0002537394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002664816,"about_ca_topic_score_gemma":0.0001518381,"domain_scores_codex":[0.9988359,0.00003514421,0.0002330023,0.0004048782,0.0002876585,0.0002033696],"domain_scores_gemma":[0.9989752,0.000006249506,0.0001424647,0.0006505519,0.0001434787,0.00008200941],"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":[0.00003749237,0.00009255383,0.000003197416,0.00001866318,0.00005676654,0.00000104648,7.960505e-7,7.23029e-8,0.0231291,0.000007290404,0.9709929,0.005660166],"study_design_scores_gemma":[0.0002851526,0.000103123,0.00003160716,0.00004236002,0.00005083375,0.00000533156,0.000007359537,2.199112e-7,0.0207402,0.00002877131,0.9784677,0.0002373603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004225097,0.0008933052,0.0004106773,0.0005547107,0.0002011765,0.0001696017,0.9972742,0.00001134913,0.00006246436],"genre_scores_gemma":[0.0002369781,0.001570944,0.00004280228,0.0003504676,0.00100795,0.00004398172,0.9958715,0.00002442241,0.0008508934],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.00747482,"threshold_uncertainty_score":0.8210915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014988767933467,"score_gpt":0.3899892754277373,"score_spread":0.3798393877484026,"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."}}