{"id":"W4388931399","doi":"10.1002/csc2.21152","title":"Increasing diversity among <i>Lens</i> species for improving biological nitrogen fixation in lentil","year":2023,"lang":"en","type":"article","venue":"Crop Science","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Biology; Cultivar; Nitrogen fixation; Germplasm; Inoculation; Genetic diversity; Agronomy; Rhizobium; Horticulture; Botany; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00140896,0.000111961,0.0001319652,0.00006000749,0.00102172,0.0001470543,0.0005767999,0.00007229784,0.00003271866],"category_scores_gemma":[0.0007272735,0.00004911838,0.00007513345,0.001723766,0.0005353742,0.0005271406,0.0006347116,0.00008395676,0.00003644132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009659804,"about_ca_system_score_gemma":0.00001934468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000954048,"about_ca_topic_score_gemma":0.0002886263,"domain_scores_codex":[0.9984984,0.00005247209,0.000171781,0.0004709908,0.0002963729,0.0005099808],"domain_scores_gemma":[0.9994001,0.0002633221,0.00008814727,0.00006620284,0.000104035,0.00007815821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000009608464,0.00001241499,0.4184441,0.000002403042,7.118457e-7,0.000001692131,0.00007279181,9.814479e-7,0.5787882,0.00007214324,0.00004551451,0.002549447],"study_design_scores_gemma":[0.0001089099,0.00007012219,0.9120349,0.000009957594,0.000003743846,0.00000216611,0.0003143678,0.0004570883,0.08588875,0.0008005457,0.0001573098,0.0001520763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998752,0.00001666678,0.000005592819,0.0003380555,0.0001559271,0.0002545675,0.00004005427,0.0001318624,0.0003053023],"genre_scores_gemma":[0.9994646,0.000004812276,0.0002028717,0.0001143286,0.0001017013,0.00001414163,0.0000258204,7.216941e-7,0.00007102167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4935908,"threshold_uncertainty_score":0.7858347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0428636059418189,"score_gpt":0.2305202909259469,"score_spread":0.187656684984128,"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."}}