{"id":"W4408536060","doi":"10.1111/pce.15475","title":"Decoding Long‐Distance Communication Under Mineral Stress: Advances in Vascular Signalling and Molecular Tools for Plant Resilience","year":2025,"lang":"en","type":"review","venue":"Plant Cell & Environment","topic":"Plant nutrient uptake and metabolism","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"U.S. Department of Agriculture; National Institute of Food and Agriculture; National Science Foundation","keywords":"Signalling; Biology; Cell biology; Adaptation (eye); Computational biology; Neuroscience","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":[0.0006601165,0.000891986,0.001285411,0.002042738,0.0003069285,0.001175009,0.000809857,0.001271129,0.003875325],"category_scores_gemma":[0.0007360002,0.0003356151,0.0005422253,0.001962296,0.0006183076,0.001949142,0.0009045333,0.002222754,0.002481932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006572623,"about_ca_system_score_gemma":0.001116084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007417554,"about_ca_topic_score_gemma":0.001273129,"domain_scores_codex":[0.9998366,0.00002414132,0.00001842587,0.00003296545,0.00006466334,0.00002305423],"domain_scores_gemma":[0.9996653,0.0001601932,0.00003619552,0.00001344531,0.00008547237,0.00003946713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008866507,0.00006811016,0.0001492064,0.02398975,0.0001252555,0.0002461268,0.00009057202,0.0006652703,0.01162967,0.01360337,0.02559075,0.9237533],"study_design_scores_gemma":[0.000009577227,0.00006502287,0.000402734,0.00147477,0.00007565182,0.00049529,0.00004616307,0.0001091086,0.001303379,0.003292186,0.9927058,0.00002041864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001503028,0.9976521,0.0004356243,0.0002945339,0.0002269534,0.000004116364,0.00002381675,0.0000159863,0.001196484],"genre_scores_gemma":[0.0009631403,0.9976502,0.0004017823,0.0001636374,0.0001068356,0.000006585922,0.00004493537,0.000003499068,0.0006595086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003875325,"threshold_uncertainty_score":0.01296425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485489422785366,"score_gpt":0.2354575698542507,"score_spread":0.210602675626397,"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."}}