{"id":"W7018508919","doi":"","title":"Developing a Rhizobial Inoculum for Phaseolus vulgaris to increase biological nitrogen fixation using adaptive evolution","year":2019,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Phaseolus; Nitrogen fixation; Legume; Symbiosis; Inoculation; Crop; Symbiotic bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002906379,0.0004670499,0.0003481959,0.0003621073,0.0002360984,0.0003951915,0.0005586266,0.0004582917,0.0006587954],"category_scores_gemma":[0.0002235604,0.0001640662,0.0003937446,0.0001808182,0.0001286238,0.0002045519,0.0004823184,0.0008201969,0.0003330656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003148579,"about_ca_system_score_gemma":0.00032684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001301127,"about_ca_topic_score_gemma":0.002604155,"domain_scores_codex":[0.9996655,0.00005047192,0.00002505389,0.00007257304,0.0001282289,0.00005819269],"domain_scores_gemma":[0.9997908,0.00003593364,0.00004659979,0.00002253629,0.00004245999,0.0000616331],"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":[0.00001351728,0.00003801658,0.00009887957,0.00001248071,0.000001562376,0.00001553131,0.000008146331,0.00001405435,0.9991309,0.000009608267,0.000006552112,0.0006508146],"study_design_scores_gemma":[0.00001985945,0.001603838,0.004924672,0.00001340204,0.00002379684,0.0001973297,0.0000661839,0.0006788397,0.9899462,0.00002437853,0.00248889,0.0000126104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899175,0.0005647088,0.006858166,0.0001351354,0.0000545475,0.0002778289,0.0001999325,0.0001459278,0.001846332],"genre_scores_gemma":[0.9607306,0.0008303716,0.03163348,0.0001917371,0.00002336865,0.0002705187,0.001138062,0.00008554893,0.005096317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001301127,"threshold_uncertainty_score":0.00258708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03442501706979513,"score_gpt":0.2283831677465208,"score_spread":0.1939581506767257,"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."}}