{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001984064,0.000443465,0.0002490838,0.0001551894,0.0002126336,0.0006003642,0.0002182805,0.0005979446,0.004438685],"category_scores_gemma":[0.0001981247,0.0001262713,0.0001532938,0.0001815008,0.0003103843,0.0007600909,0.0004579557,0.0008884082,0.001142679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002504672,"about_ca_system_score_gemma":0.0002252511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003133558,"about_ca_topic_score_gemma":0.0006826707,"domain_scores_codex":[0.9999222,0.000009570552,0.000006139739,0.00002633367,0.00002011531,0.00001557069],"domain_scores_gemma":[0.9998453,0.00002295172,0.00003303529,0.00002523952,0.00002474259,0.00004875519],"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":[0.00003976389,0.00001080511,0.0002479479,0.00009036761,0.000005689364,0.00004821909,0.00001575564,0.0000142335,0.9943929,0.0001504734,0.00009464521,0.004889235],"study_design_scores_gemma":[0.00002645009,0.0003860698,0.01867128,0.00008669965,0.00004204356,0.001273706,0.0001564177,0.0004559012,0.9376293,0.0008378152,0.04041968,0.0000147188],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350444,0.02499742,0.01710003,0.005629936,0.0004543743,0.00005759613,0.0007188505,0.0005290566,0.01546839],"genre_scores_gemma":[0.9592422,0.005901156,0.01200883,0.001266149,0.00007856802,0.00002713783,0.0007453284,0.0001123889,0.0206181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004438685,"threshold_uncertainty_score":0.01484895,"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."}}