{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009893437,0.00006522296,0.00005365484,0.000003738408,0.0008686583,0.00005396333,0.0003066081,0.000013123,0.0002090856],"category_scores_gemma":[0.00001416656,0.00001980969,0.00004745722,0.0001908292,0.00005673476,0.0000218687,0.0001225324,0.00006808695,0.00002472145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008875374,"about_ca_system_score_gemma":0.000005578072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001270393,"about_ca_topic_score_gemma":0.0002611069,"domain_scores_codex":[0.999325,0.00008633364,0.0000808136,0.0001447052,0.0001735965,0.0001895066],"domain_scores_gemma":[0.9997196,0.0001492273,0.00003751593,0.00004597775,0.0000109062,0.00003678121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001878621,0.00005314784,0.003337835,0.000001903326,0.00001517405,0.0001092154,0.00003943953,0.00003739722,0.7808825,0.003687277,0.006376548,0.2052718],"study_design_scores_gemma":[0.00008178863,0.0001384566,0.04088652,0.000003316832,0.00000309579,0.0000681286,0.0002492998,0.0004179023,0.005788684,0.0004247472,0.951786,0.0001520045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927856,0.001436645,0.000002315901,0.003718276,0.0001344752,0.00007375296,0.0001748919,0.00004646598,0.001627594],"genre_scores_gemma":[0.9986586,0.0001351437,0.00001424993,0.0002632297,0.00006517358,0.00003764514,0.00003365902,4.367401e-7,0.0007918408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9454095,"threshold_uncertainty_score":0.6681105,"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."}}