{"id":"W4306377319","doi":"10.1101/2022.10.12.510843","title":"INCREASING DIVERSITY AMONG <i>LENS</i> SPECIES FOR IMPROVING BIOLOGICAL NITROGEN FIXATION IN LENTIL","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Saskatchewan Pulse Growers; Genome Prairie; Western Grains Research Foundation; Genome Canada","keywords":"Biology; Cultivar; Nitrogen fixation; Germplasm; Inoculation; Genetic diversity; Rhizobium; Agronomy; Crop; Horticulture; Botany; Bacteria","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":[0.0003830153,0.0002799183,0.0003116692,0.0005537152,0.0002524008,0.0003801273,0.0003121489,0.0001723307,0.0006657239],"category_scores_gemma":[0.0001910987,0.0001140801,0.0001913454,0.0003692502,0.0001406691,0.0002236845,0.0003400533,0.000286022,0.0001343438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005090206,"about_ca_system_score_gemma":0.00020779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002057079,"about_ca_topic_score_gemma":0.004400535,"domain_scores_codex":[0.9998326,0.00003492686,0.00001828121,0.00005552278,0.0000263594,0.00003236689],"domain_scores_gemma":[0.9997615,0.00003318223,0.00007494539,0.0000254636,0.00002789315,0.00007698704],"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":[0.0001185713,0.00003980398,0.004304489,0.00002327124,0.00001048302,0.00002428159,0.00003055794,0.00002770087,0.9940189,0.0000179476,0.0000124372,0.001371547],"study_design_scores_gemma":[0.0001036534,0.002403346,0.5896708,0.00003188719,0.000168633,0.0006872234,0.0005696663,0.001502836,0.3997128,0.0001103474,0.004996516,0.00004232157],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989213,0.0001497465,0.0003890255,0.0000146683,0.000002144078,0.000016065,0.0001802983,0.00002629575,0.0003005669],"genre_scores_gemma":[0.9961566,0.00009045601,0.002395675,0.00004455792,0.000002998394,0.00002264553,0.000796639,0.00002242786,0.0004680264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002057079,"threshold_uncertainty_score":0.00409019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484860685595074,"score_gpt":0.1977212328337126,"score_spread":0.1728726259777619,"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."}}