{"id":"W4378086691","doi":"10.3390/plants12102059","title":"Elucidation of Physiological, Transcriptomic and Metabolomic Salinity Response Mechanisms in Medicago sativa","year":2023,"lang":"en","type":"article","venue":"Plants","topic":"Plant Stress Responses and Tolerance","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Alberta Milk; Beef Cattle Research Council","keywords":"Biology; Salinity; Osmoprotectant; Medicago sativa; Metabolomics; Soil salinity; Context (archaeology); Transcriptome; Botany; Ecology; Biochemistry; Gene; Bioinformatics; Gene expression; Proline","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004016488,0.00008385904,0.0001997831,0.00002775657,0.00004840036,0.00000781833,0.0001101933,0.00007642516,0.0000799284],"category_scores_gemma":[0.00009540991,0.00003285373,0.00002957323,0.0002188042,0.00004414868,0.00005309835,0.00002641491,0.00007673221,0.0000178506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004798611,"about_ca_system_score_gemma":0.000005534653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001481305,"about_ca_topic_score_gemma":0.000261903,"domain_scores_codex":[0.9991062,0.0002166853,0.0001848797,0.0001883938,0.0001316878,0.0001721818],"domain_scores_gemma":[0.9993289,0.0005237789,0.00006025584,0.0000316864,0.000008565205,0.00004687043],"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":[0.001121754,0.00002809589,0.0008614737,0.000004961206,0.000005377663,0.00001005142,0.00008934981,0.000003944413,0.989344,0.00005525399,0.0001953206,0.008280439],"study_design_scores_gemma":[0.0002436624,0.0001170536,0.9547946,0.00003466877,0.000003477753,0.000005026568,0.00018592,0.0005128423,0.04199256,0.001105842,0.000915817,0.00008853183],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987427,0.0000972131,0.000003655678,0.0005605383,0.00005479434,0.0001016798,0.0003725119,0.00004104324,0.00002583804],"genre_scores_gemma":[0.9989826,0.00077014,0.00002868357,0.00006224799,0.00001643591,0.000008653149,0.00009592569,4.879178e-7,0.00003482226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9539331,"threshold_uncertainty_score":0.1339736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03424185208466549,"score_gpt":0.2470833394917692,"score_spread":0.2128414874071038,"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."}}