{"id":"W4412522431","doi":"10.1093/aob/mcaf159","title":"On the geography of big plant genera","year":2025,"lang":"en","type":"article","venue":"Annals of Botany","topic":"Plant Diversity and Evolution","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005367663,0.0002029202,0.0001747203,0.002339566,0.001051796,0.0008552407,0.0003879967,0.0001975539,0.003129296],"category_scores_gemma":[0.001933405,0.0001603871,0.0001619065,0.002444518,0.002287889,0.001174816,0.001223794,0.000352183,0.0002181613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005352931,"about_ca_system_score_gemma":0.0002685548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004617793,"about_ca_topic_score_gemma":0.008575799,"domain_scores_codex":[0.9996541,0.0001015819,0.00001663657,0.0001138928,0.00005613714,0.0000577155],"domain_scores_gemma":[0.9978877,0.0006516337,0.0008085889,0.000167013,0.0002646428,0.0002204429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002351028,0.00002009684,0.8706666,0.0005367459,0.0000962043,0.0005259443,0.01332805,0.001066981,0.009269902,0.01034024,0.001301755,0.0926123],"study_design_scores_gemma":[0.000002277696,0.00002085489,0.9902334,0.00005848129,0.00001408019,0.0003486232,0.002707306,0.0002968252,0.0001941623,0.001849624,0.004264815,0.000009473525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849969,0.003375559,0.002023441,0.000240765,0.00001413951,0.00001286887,0.0003101043,0.00002860125,0.008997715],"genre_scores_gemma":[0.9982633,0.0005305165,0.0008345571,0.00002365937,0.000009725633,0.000004700947,0.0001442288,0.000006729166,0.0001825642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004617793,"threshold_uncertainty_score":0.01046854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05485706397592888,"score_gpt":0.2237497438930522,"score_spread":0.1688926799171233,"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."}}