{"id":"W4210693316","doi":"10.3390/plants11030385","title":"With a Little Help from My Cell Wall: Structural Modifications in Pectin May Play a Role to Overcome Both Dehydration Stress and Fungal Pathogens","year":2022,"lang":"en","type":"article","venue":"Plants","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"Argonne National Laboratory; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Office of Science; University of Saskatchewan; Canadian Light Source; U.S. Department of Energy","keywords":"Pectin; Dehydration; Calcium; Cell wall; Allium fistulosum; Biophysics; Botrytis cinerea; Allium; Chemistry; Boric acid; Apoplast; Biochemistry; Botany; Biology; Organic chemistry","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":[0.0000726901,0.0001076524,0.0001198301,0.00001940888,0.0002236693,0.00005963216,0.0001417609,0.00003271781,0.0003652463],"category_scores_gemma":[0.00000447564,0.0000488954,0.00001753947,0.0001423762,0.000009637021,0.00007040958,0.00006865896,0.00012548,0.0000094733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000289616,"about_ca_system_score_gemma":0.000008832527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006101563,"about_ca_topic_score_gemma":0.0101559,"domain_scores_codex":[0.9991457,0.00006352345,0.0001266218,0.0002738521,0.0001767739,0.0002135097],"domain_scores_gemma":[0.9996628,0.0001359118,0.00005147391,0.00004851103,0.000007284583,0.00009405558],"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":[0.0002474834,0.0001119165,0.3876694,0.000005417432,0.00001311531,0.00004936344,0.00261501,0.001070063,0.604419,0.00005066783,0.0001576025,0.003590987],"study_design_scores_gemma":[0.0002487847,0.0002259495,0.9867246,0.00001637217,0.000009407953,0.00002053671,0.001861817,0.002710025,0.006515721,0.0002275401,0.001193008,0.0002462834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954893,0.0001644961,9.880426e-7,0.0002460016,0.00004405702,0.000199029,0.003592818,0.00002369518,0.0002396331],"genre_scores_gemma":[0.9990041,0.00001821952,0.00006931865,0.0001274237,0.00005204697,0.00003326563,0.0004927155,0.000001207276,0.0002017582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5990552,"threshold_uncertainty_score":0.9223779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156210991411488,"score_gpt":0.1927687069401502,"score_spread":0.1812065970260353,"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."}}