{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008004672,0.0005816868,0.000182193,0.0007005812,0.0003391787,0.000553802,0.0005240406,0.0004497696,0.001400847],"category_scores_gemma":[0.0006604849,0.0001752143,0.0001887003,0.0003738494,0.0005725474,0.0009134524,0.0007937188,0.0003463911,0.0004377849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492501,"about_ca_system_score_gemma":0.0005766043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008831,"about_ca_topic_score_gemma":0.001855162,"domain_scores_codex":[0.9994078,0.0001228609,0.00006603243,0.0001319292,0.000231746,0.0000397209],"domain_scores_gemma":[0.9994094,0.0001215018,0.0002655706,0.00006888119,0.00007643017,0.00005815332],"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":[0.0001461669,0.00002267701,0.001488063,0.0001676183,0.000009178572,0.000123926,0.0000640749,0.00009874532,0.9864049,0.0002357489,0.00007968472,0.01115925],"study_design_scores_gemma":[0.00001023948,0.0003619364,0.00301736,0.00001856186,0.00002359048,0.0008108757,0.00007035835,0.0004989228,0.9868067,0.00008830581,0.008277324,0.00001567944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224412,0.009878056,0.06034495,0.0004712033,0.0002475361,0.0003938431,0.001027591,0.0003694914,0.004826042],"genre_scores_gemma":[0.8945818,0.005111962,0.09116492,0.0001810753,0.00006539421,0.000230253,0.0008819585,0.00009504771,0.007687691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001400847,"threshold_uncertainty_score":0.004686356,"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."}}