{"id":"W3034109396","doi":"10.1089/bio.2020.0001","title":"Dimethyldimethyl Hydantoin: An Alternative Fluid for Morphological and Genetic Preservation","year":2020,"lang":"en","type":"article","venue":"Biopreservation and Biobanking","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Hydantoin; Preservative; DNA barcoding; Biology; Evolutionary biology; Biochemistry; Food science","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":[0.0001824836,0.0001322507,0.0001124183,0.00003983398,0.0001777543,0.000111379,0.0001508444,0.0001251826,0.0000217627],"category_scores_gemma":[0.0002488683,0.0001241617,0.00003495584,0.00009909954,0.00009296116,0.00003439066,0.00009084142,0.00005026204,0.000003805379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004555592,"about_ca_system_score_gemma":0.00001680456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000163129,"about_ca_topic_score_gemma":0.000005378752,"domain_scores_codex":[0.9989237,0.00007321697,0.0002525788,0.000485505,0.0001204007,0.0001446563],"domain_scores_gemma":[0.9993764,0.0000224226,0.0001204101,0.0001926913,0.0001739517,0.0001141228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001125265,0.00003213546,0.005392465,0.00003303475,0.00002233949,4.788267e-7,0.0001816998,0.00002306303,0.9870822,0.001930126,0.0008081089,0.004381758],"study_design_scores_gemma":[0.001829747,0.001106438,0.09881873,0.00001728329,0.00005419611,0.00001913899,0.0002997329,0.04131387,0.7409596,0.001266061,0.1137184,0.0005967253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568561,0.0004755848,0.03911091,0.002918953,0.00008842528,0.0004175777,0.00003372478,0.00003284023,0.00006589564],"genre_scores_gemma":[0.9897652,0.0002843474,0.007552922,0.001461898,0.0002879207,0.00006414126,0.0003978501,0.00001647001,0.00016925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2461226,"threshold_uncertainty_score":0.5063166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07786405587549089,"score_gpt":0.3041091748505402,"score_spread":0.2262451189750493,"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."}}