{"id":"W4380483505","doi":"10.1038/s41467-023-38880-0","title":"Cell type-specific mapping of ion distribution in Arabidopsis thaliana roots","year":2023,"lang":"en","type":"article","venue":"Nature Communications","topic":"Plant Stress Responses and Tolerance","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Leibniz-Gemeinschaft; University of Nottingham; Leverhulme Trust; Deutsche Forschungsgemeinschaft; University of Aberdeen; York University","keywords":"Arabidopsis thaliana; Manganese; Arabidopsis; Xylem; Chemistry; Cell sorting; Plant cell; Biophysics; Cell biology; Botany; Cell; Biology; Biochemistry; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008368719,0.0002330123,0.0001802848,0.0004287274,0.0002151762,0.0003053289,0.0002171737,0.0002424242,0.0008090189],"category_scores_gemma":[0.00008816409,0.000175821,0.0001310184,0.000159967,0.0002487568,0.0002604838,0.00026781,0.0003443417,0.0005256485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003652351,"about_ca_system_score_gemma":0.0002523414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002212082,"about_ca_topic_score_gemma":0.004815128,"domain_scores_codex":[0.9999218,0.000005440792,0.000003673501,0.00003888872,0.00001617889,0.00001392427],"domain_scores_gemma":[0.9999067,0.00001814213,0.00002095774,0.00001337188,0.00002441466,0.00001643862],"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":[0.000008108399,6.873975e-7,0.000135014,0.000004606801,6.028562e-7,0.000007930832,0.000008463448,0.000008831718,0.9994817,0.00001637167,0.00000528268,0.0003223914],"study_design_scores_gemma":[0.000007690074,0.00004887906,0.0335051,0.000004914092,0.000009922676,0.0002702357,0.0001273825,0.001159831,0.962334,0.0001310153,0.00239035,0.00001064542],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677356,0.0008888629,0.02669664,0.0001285435,0.00001807457,0.00003905242,0.001374699,0.0004890222,0.002629525],"genre_scores_gemma":[0.9664818,0.0006524753,0.02639887,0.0001170114,0.00001100413,0.00009881224,0.001139461,0.0002098653,0.004890621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002212082,"threshold_uncertainty_score":0.004398465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04043409409581167,"score_gpt":0.2634625258415953,"score_spread":0.2230284317457836,"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."}}