{"id":"W4396238280","doi":"10.5194/bg-21-2133-2024","title":"Regional effects and local climate jointly shape the global distribution of sexual systems in woody flowering plants","year":2024,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Fundamental Research Funds for the Central Universities; East China Normal University; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Distribution (mathematics); Environmental science; Woody plant; Geography; Ecology; Physical geography; Biology; Mathematics","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":[0.0002794311,0.00007601567,0.0001058358,0.000005469415,0.0001554544,0.00008389607,0.0001247486,0.00003292405,0.00000247639],"category_scores_gemma":[0.00001575178,0.00002254127,0.0000176192,0.000301845,0.0002371278,0.00008433042,0.00007600964,0.00003990883,0.00000382114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001645998,"about_ca_system_score_gemma":0.000005590277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001854801,"about_ca_topic_score_gemma":0.002601923,"domain_scores_codex":[0.9992745,0.00003185673,0.000120432,0.0002012709,0.0001751978,0.000196736],"domain_scores_gemma":[0.9997557,0.0001690517,0.00002574217,0.00001039576,0.000008940515,0.00003012075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001055258,0.0001104451,0.6491271,0.0003557256,0.0000319407,0.0000831784,0.0003303849,0.00001277765,0.1634875,0.01218774,0.001190196,0.1729775],"study_design_scores_gemma":[0.00003061044,0.0002023719,0.9922623,0.00013847,0.000004601944,0.00002676535,0.0009554935,0.003642081,0.0001462454,0.000106292,0.00240946,0.00007531526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938791,0.005085073,0.000002787616,0.0003515359,0.0001612879,0.00008742791,0.0003441848,0.00002412241,0.00006452615],"genre_scores_gemma":[0.9995672,0.0003101049,0.000001763283,0.00001537608,0.00007642563,0.000005401534,0.00001862249,1.625843e-7,0.000004936017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3431352,"threshold_uncertainty_score":0.2803917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03152116699298944,"score_gpt":0.2279544760768306,"score_spread":0.1964333090838412,"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."}}