{"id":"W4212800364","doi":"10.3390/biom12020330","title":"The Halophyte Dehydrin Sequence Landscape","year":2022,"lang":"en","type":"article","venue":"Biomolecules","topic":"Plant Stress Responses and Tolerance","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Halophyte; Phylogenetic tree; Biology; In silico; Botany; Computational biology; Evolutionary biology; Genetics; Gene; Ecology; Salinity","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":[0.0001597251,0.0005236574,0.000390726,0.0007884056,0.0003314802,0.0005763856,0.0002413694,0.0002937095,0.002045261],"category_scores_gemma":[0.0003391739,0.0001616614,0.0004260669,0.0009221222,0.0001369657,0.000276903,0.0004193158,0.0004056225,0.001060772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002454111,"about_ca_system_score_gemma":0.0003133711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050153,"about_ca_topic_score_gemma":0.001559659,"domain_scores_codex":[0.9998327,0.000015726,0.00001384351,0.00007320514,0.00003966098,0.0000248008],"domain_scores_gemma":[0.9997925,0.0000363079,0.00004982401,0.00002378205,0.00004750882,0.00005008656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004848254,0.00003645939,0.01168327,0.0003730966,0.00005273049,0.0004837942,0.0003120776,0.0003630063,0.9619918,0.0002851263,0.0004680912,0.02346567],"study_design_scores_gemma":[0.00008060153,0.0006887899,0.4884919,0.0001961207,0.0004769968,0.006270116,0.001161507,0.007144149,0.3434395,0.001381858,0.1505446,0.0001239666],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635304,0.004179776,0.009625205,0.0001403737,0.00004452148,0.0001061739,0.01651951,0.0003735331,0.005480491],"genre_scores_gemma":[0.922089,0.002508359,0.02312589,0.0002351221,0.00003951984,0.0001190435,0.04717584,0.0001827354,0.004524389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002045261,"threshold_uncertainty_score":0.006842136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787802632904776,"score_gpt":0.2121334945756939,"score_spread":0.1942554682466461,"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."}}