{"id":"W2889063310","doi":"10.1098/rsbl.2018.0616","title":"More partners, more ranges: generalist legumes spread more easily around the globe","year":2018,"lang":"en","type":"article","venue":"Biology Letters","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Generalist and specialist species; Rhizobia; Mutualism (biology); Legume; Symbiosis; Fabaceae; Range (aeronautics); Ecology; Limiting; Botany; Habitat","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003231325,0.0003257858,0.0002920031,0.0000183135,0.0005415396,0.00008843445,0.0008557035,0.0002338908,0.0002375432],"category_scores_gemma":[0.00008260239,0.0001081476,0.0002094088,0.000338219,0.001882482,0.0001177825,0.0001747621,0.0002083246,0.0002156316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005608616,"about_ca_system_score_gemma":0.00001078423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001197897,"about_ca_topic_score_gemma":0.0003015729,"domain_scores_codex":[0.99799,0.0002567457,0.000281386,0.0006034737,0.0001930138,0.0006753473],"domain_scores_gemma":[0.9991723,0.0002352005,0.0001476571,0.0002452635,0.00007670687,0.0001228359],"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":[0.0000416504,0.00003656647,0.07878786,0.000003126453,0.00008615439,0.00001128463,0.0003599284,2.857207e-7,0.854107,0.0002770084,0.06218845,0.00410064],"study_design_scores_gemma":[0.0009289125,0.000649527,0.5201714,0.00005593783,0.0002078496,0.0001486263,0.002281013,0.00008078293,0.1336501,0.0004529001,0.3398305,0.00154248],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8681463,0.0003692238,0.000004289144,0.1302519,0.0004824614,0.0002497972,0.00009471024,0.0001515447,0.0002498216],"genre_scores_gemma":[0.9580587,0.00001339911,0.0001529938,0.03827292,0.003055124,0.00004863767,0.0001748522,0.000003849636,0.0002195996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7204569,"threshold_uncertainty_score":0.6936085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02650399592100386,"score_gpt":0.2698637056244553,"score_spread":0.2433597097034514,"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."}}