{"id":"W2903926654","doi":"10.12705/676.4","title":"Symposium: The evolution and biodiversity of asexual organisms","year":2018,"lang":"en","type":"article","venue":"Taxon","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ontario Museum; University of Toronto","funders":"","keywords":"Herbarium; Systematics; Biodiversity; Library science; Plant science; Ecology; Geography; Biological sciences; Biology; Genealogy; History; Botany; Taxonomy (biology); Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005000986,0.00002825997,0.00003840806,0.000001458025,0.0001779414,0.000005931756,0.00005010314,0.00001611748,0.00005525019],"category_scores_gemma":[0.000005798236,0.000007431874,0.000008805275,0.00005855262,0.0001113934,0.00002149675,0.00004879942,0.00001599254,0.00002563355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004067658,"about_ca_system_score_gemma":8.421789e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004836972,"about_ca_topic_score_gemma":0.001038654,"domain_scores_codex":[0.9998008,0.00001075484,0.00003101386,0.00005593635,0.00004597633,0.0000554915],"domain_scores_gemma":[0.9999127,0.00002775476,0.00002129957,0.000006240436,0.00002063015,0.00001132376],"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":[0.00002063431,0.00001475503,0.0953139,0.000001435828,0.000006018862,4.795333e-7,0.00009993742,1.120234e-8,0.8982015,0.000350348,0.003644877,0.002346156],"study_design_scores_gemma":[0.00003387512,0.0002770873,0.9781637,0.000002587981,0.000006794583,0.000002585396,0.000524889,0.000003474128,0.01168886,0.0001047142,0.009153445,0.00003796125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978722,0.00007894962,8.960302e-7,0.0007757159,0.00001990732,0.00003186314,0.00002712693,0.00001005558,0.001183243],"genre_scores_gemma":[0.9997653,0.00002595842,0.000005381724,0.00004158772,0.00008211884,3.013525e-7,0.00000179897,3.906818e-8,0.00007749918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8865126,"threshold_uncertainty_score":0.13686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03171886126484226,"score_gpt":0.183207744774654,"score_spread":0.1514888835098118,"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."}}