{"id":"W3030902419","doi":"10.1371/journal.pone.0233048","title":"Proteomics of intracellular freezing survival","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"British Antarctic Survey; Natural Environment Research Council; Sight Research UK","keywords":"Proteome; Intracellular; Trehalose; Biology; Downregulation and upregulation; Proteomics; Dehydration; Cell biology; Acclimatization; Nematode; Freezing tolerance; Biochemistry; Ecology; Gene","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":[0.00007696982,0.0003717535,0.0002390998,0.0003541395,0.0002185667,0.0002675285,0.0001350859,0.0002538401,0.0009631572],"category_scores_gemma":[0.0001192636,0.0001031057,0.0001990734,0.0003191348,0.0001158051,0.0002939737,0.0002037449,0.0003355553,0.0003717942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695845,"about_ca_system_score_gemma":0.000145863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009193,"about_ca_topic_score_gemma":0.001325354,"domain_scores_codex":[0.9999436,0.000003073859,0.000002517912,0.00002074486,0.00001523298,0.00001483273],"domain_scores_gemma":[0.9999421,0.00000728747,0.00001592536,0.000003476709,0.00001833855,0.00001289305],"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":[0.00006592871,0.000005882767,0.001096683,0.00009266774,0.000009538752,0.00005995937,0.0000392761,0.00002681577,0.9966406,0.00002990123,0.00006741766,0.001865348],"study_design_scores_gemma":[0.000008756043,0.0002838409,0.3006298,0.0000849838,0.00009105917,0.001776893,0.0006013747,0.001325882,0.6844459,0.0002166384,0.01049991,0.00003509887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875875,0.003859248,0.00271692,0.00009786728,0.00004458151,0.00003013454,0.003463115,0.00006248119,0.002138092],"genre_scores_gemma":[0.9769514,0.005207957,0.005807841,0.0001222956,0.00002629634,0.00005529569,0.006722209,0.00003904685,0.005067752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001009193,"threshold_uncertainty_score":0.003222048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04087858430810649,"score_gpt":0.2051137117267778,"score_spread":0.1642351274186713,"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."}}