{"id":"W4200604139","doi":"10.26492/gbs73(2).2021-09","title":"Typifications of Malesian Putranjivaceae","year":2021,"lang":"en","type":"article","venue":"Gardens’ Bulletin Singapore","topic":"Plant and Fungal Species Descriptions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"Naturalis Biodiversity Center","keywords":"Nomenclature; Type (biology); Geography; Linguistics; Genealogy; Biology; Zoology; History; Taxonomy (biology); Ecology; Philosophy","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":[0.0002020144,0.0006852986,0.0005152036,0.003179074,0.001434438,0.0008020871,0.0007467553,0.000282616,0.005226382],"category_scores_gemma":[0.0004220401,0.0001702153,0.0002480295,0.001952952,0.001213329,0.001043394,0.0008029538,0.0007750696,0.0009054737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006615596,"about_ca_system_score_gemma":0.0004252772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106885,"about_ca_topic_score_gemma":0.004985344,"domain_scores_codex":[0.9997235,0.00006438296,0.00005343631,0.00006564867,0.00005568571,0.00003746882],"domain_scores_gemma":[0.9998304,0.00003991732,0.00005643639,0.00002386688,0.0000311192,0.00001822626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005906225,0.0000920632,0.02088589,0.00312542,0.0001441807,0.004243142,0.01407857,0.0013806,0.05081886,0.03690192,0.007944008,0.8597947],"study_design_scores_gemma":[0.00003074112,0.0002594377,0.1576643,0.001081435,0.0002177934,0.009757379,0.005908138,0.0004066027,0.005950581,0.006740809,0.8119059,0.00007687607],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5678045,0.1272426,0.009792595,0.001231232,0.00323598,0.000419789,0.003068745,0.0005138224,0.2866907],"genre_scores_gemma":[0.9431803,0.03068417,0.007746337,0.0003639834,0.000457755,0.000129036,0.002187675,0.00008500047,0.01516573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005226382,"threshold_uncertainty_score":0.01748395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218241952430839,"score_gpt":0.2136390962480601,"score_spread":0.2014566767237517,"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."}}