{"id":"W2140353781","doi":"10.1073/pnas.1423147112","title":"An estimate of the number of tropical tree species","year":2015,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"African Botany and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":480,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Innovates","funders":"","keywords":"Tropical disease; Tree (set theory); Tropics; Tropical climate; Mathematics; Geography; Biology; Ecology; Combinatorics; Medicine","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":[0.001151526,0.0002959452,0.0003808313,0.002116288,0.000431411,0.0005389456,0.0005483763,0.0002838173,0.004077203],"category_scores_gemma":[0.00604909,0.0001898975,0.0002936902,0.001723383,0.0002571469,0.0009169254,0.0006647966,0.0004045066,0.001047041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003290329,"about_ca_system_score_gemma":0.0002816936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002822797,"about_ca_topic_score_gemma":0.005138556,"domain_scores_codex":[0.9995292,0.00007905523,0.00005631629,0.0001438718,0.000145498,0.00004598826],"domain_scores_gemma":[0.9975991,0.000971958,0.0006230365,0.0002564237,0.0004365456,0.0001129501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001684485,0.00005219277,0.8637628,0.0003292542,0.0001961747,0.0001260976,0.0009016584,0.01074393,0.01750549,0.005675352,0.003818164,0.09672041],"study_design_scores_gemma":[0.0000129055,0.0000945052,0.9553354,0.00008074367,0.00005420511,0.0006244804,0.000706507,0.0227428,0.004413801,0.004536457,0.01136536,0.00003277388],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8576275,0.0009018162,0.1071573,0.0001958179,0.0000393193,0.0001094025,0.01511638,0.0004598093,0.01839252],"genre_scores_gemma":[0.939768,0.0003629649,0.0518443,0.00004167034,0.00002953903,0.0001450024,0.006552527,0.00004240174,0.001213553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004077203,"threshold_uncertainty_score":0.01363957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07494594932204297,"score_gpt":0.3060406101210512,"score_spread":0.2310946607990082,"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."}}