{"id":"W4386100654","doi":"10.20944/preprints202308.1575.v1","title":"Nitrogen Journey in Plants: from Uptake to Metabolism to Stress response and Microbe Interaction","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Plant nutrient uptake and metabolism","field":"Agricultural and Biological Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Manitoba; University of Guelph","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Glutamate synthase; Glutamine synthetase; Nitrogen cycle; Ammonium; Nitrogen fixation; Nitrate; Nitrogen; Abiotic stress; Nitrogen assimilation; Biology; Chemistry; Biochemistry; Glutamine; Botany; Ecology; Gene; Amino acid","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":[0.0003733334,0.0004417129,0.0007097577,0.0004601126,0.0006325726,0.001421758,0.0003178513,0.001034405,0.001505602],"category_scores_gemma":[0.0001805451,0.0002161488,0.0002872756,0.0004810377,0.0006886511,0.002000965,0.001148311,0.001067259,0.0005453424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008339874,"about_ca_system_score_gemma":0.0004132027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001507258,"about_ca_topic_score_gemma":0.00205051,"domain_scores_codex":[0.9998418,0.00002788246,0.000009078012,0.00005122719,0.00003636428,0.00003364053],"domain_scores_gemma":[0.9998267,0.00002665854,0.00003801433,0.0000103283,0.00004074035,0.00005749301],"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":[0.0003709082,0.0001924775,0.02315263,0.003222668,0.0002469542,0.001300472,0.001626254,0.001958791,0.7792602,0.01975158,0.008970422,0.1599467],"study_design_scores_gemma":[0.00005173983,0.001828543,0.4424083,0.002265848,0.0003694681,0.002909571,0.009742886,0.02049698,0.1034667,0.09302604,0.3229691,0.0004648285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5560408,0.3714709,0.02840514,0.01661777,0.001070471,0.00008368815,0.001085861,0.0006882401,0.02453704],"genre_scores_gemma":[0.8680829,0.1057136,0.008297757,0.003187165,0.0004505987,0.00006468909,0.0006373713,0.00007050527,0.01349554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001507258,"threshold_uncertainty_score":0.006051064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1363315228788365,"score_gpt":0.3209294930612928,"score_spread":0.1845979701824562,"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."}}