{"id":"W4402072917","doi":"10.5376/lgg.2024.15.0017","title":"Molecular Mechanisms of Nitrogen-Fixing Symbiosis in Fabaceae","year":2024,"lang":"en","type":"article","venue":"Legume Genomics and Genetics","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fabaceae; Symbiosis; Nitrogen fixation; Biology; Computational biology; Botany; Genetics; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002154998,0.0003801336,0.000217889,0.0003666275,0.0003594022,0.0004529117,0.0003861678,0.0003984119,0.0006325413],"category_scores_gemma":[0.0001052168,0.0001449258,0.0002912265,0.0001525139,0.0002827427,0.0005649929,0.0003044986,0.0003572944,0.0002448299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005691211,"about_ca_system_score_gemma":0.0002813699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148884,"about_ca_topic_score_gemma":0.0009714854,"domain_scores_codex":[0.9999058,0.0000139708,0.000005261903,0.00002780931,0.00002189096,0.00002517158],"domain_scores_gemma":[0.9999144,0.000008620913,0.00004009424,0.000005707071,0.00001388888,0.00001727248],"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":[0.00007541819,0.00001768986,0.001045569,0.0002221012,0.00001671894,0.0002520352,0.0000814547,0.0002845116,0.9889259,0.001458159,0.0001483039,0.007472168],"study_design_scores_gemma":[0.00009454606,0.0008521525,0.2485928,0.0003266927,0.0003173452,0.003126252,0.00121092,0.01384738,0.6587055,0.01544374,0.05734476,0.0001380442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7916051,0.1580724,0.03814649,0.001861968,0.0001785206,0.00006869814,0.0006543209,0.000519674,0.008892808],"genre_scores_gemma":[0.963048,0.02552412,0.006446695,0.0002541085,0.0000443831,0.00004597177,0.0006537078,0.00001631883,0.003966704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001148884,"threshold_uncertainty_score":0.004129291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008422192529544442,"score_gpt":0.2017573988716682,"score_spread":0.1933352063421238,"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."}}