Bibliographic record
Abstract
A dataset containing 480591 species occurrences available in GBIF matching the query: { "and" : [ "TaxonKey is one of (Aristolochia acontophylla Pfeifer, Aristolochia adalica Tosunoglu & Malyer, Aristolochia adiastola G.A.Romero & Elad.Fernández, Aristolochia albertiana Ahumada, Aristolochia albopilosa M.González, S.González & Barrie, Aristolochia alexandriana (Mich.J.Parsons) Buchwalder & Wanke, Aristolochia altanii Ilçim & Behçet, Aristolochia amara (Aubl.) Poncy, Aristolochia andina F.González & I.G.Vargas, Aristolochia assamica D.Borah & T.V.Do, Aristolochia assisii J.Freitas, Lírio & F.González, Aristolochia australopithecurus (Mich.J.Parsons) Buchwalder & Wanke, Aristolochia austrochinensis C.Y.Cheng & J.S.Ma, Aristolochia bahiensis F.González, Aristolochia baracoensis R.Rankin, Aristolochia barbourii Barringer, Aristolochia baseri Malyer & S.Erken, Aristolochia biakensis (Mich.J.Parsons) Buchwalder & Wanke, Aristolochia binhthuanensis T.V.Do, Aristolochia bonettiana Elad.Fernández & G.A.Romero, Aristolochia boosii Panter, Aristolochia brunneomaculata I.S.Abreu & Giul., Aristolochia bukuti Poncy, Aristolochia buntingii Pfeifer, Aristolochia burkartii Ahumada, Aristolochia cabrerae Ahumada, Aristolochia cardiantha Pfeifer, Aristolochia castellana (E.Nardi) A.Costa, Aristolochia chachapayensis Ahumada, 1979, Aristolochia chlamydophylla C.Y.Wu ex S.M.Hwang, Aristolochia chrismuelleriana W.N.Takeuchi, Aristolochia cochinchinensis T.V.Do, Aristolochia colimensis Santana Mich., Aristolochia colombiana F.González, Aristolochia conversiae Pfeifer, Aristolochia cremersii Poncy, Aristolochia dalyi F.González, Aristolochia davilae Calzada, G.Flores & O.Téllez, Aristolochia decandra Ding Hou, Aristolochia dinghoui F.González & Poncy, Aristolochia durangensis Pfeifer, Aristolochia elongata Knowlton, 1917, Aristolochia emiliae Santana Mich. & Solís, Aristolochia flava Poncy, Aristolochia fosteri Barringer, Aristolochia fujianensis S.M.Hwang, Aristolochia gabonensis Buchwalder & Wanke, Aristolochia geniculata E.Nardi, Aristolochia ginzbergeri Ahumada, Aristolochia glandulosa J.Kickx fil., Aristolochia goliathiana Mich.J.Parsons, Aristolochia gracilipedunculata F.González, Aristolochia guanacastensis J.E.Jiménez & M.A.Blanco, Aristolochia L., Aristolochia guianensis Poncy, Aristolochia gurinderi K.Ravik., U.L.Tiwari & N.Balach., Aristolochia L., Aristolochia hansenii Phuph., Aristolochia helix Phuph., Aristolochia hockii subsp. tuberculata Verdc., Aristolochia holostylis F.González, Aristolochia impressinervia C.F.Liang, Aristolochia incisiloba Jongkind, Aristolochia insolita J.Freitas & M.Peixoto, Aristolochia islandica Pfeifer, Aristolochia jingiangensis H.Zhang & C.K.Hsieh, Aristolochia kachinensis Ohi-Toma, Nob.Tanaka & J.Murata, Aristolochia kepara (Mich.J.Parsons) Buchwalder & Wanke, Aristolochia keratuma F.González & Pabón-Mora, Aristolochia kongkandae Phuph., Aristolochia krausei P.H.Davis, Aristolochia krisagathra Sivar. & Pradeep, Aristolochia kwangsiensis Chun & F.C.How ex S.YunLiang, Aristolochia laheyana (F.M.Bailey) Buchwalder & Wanke, Aristolochia laotica T.V.Do, Aristolochia lindeniana var. bissei R.Rankin Rodríguez, Aristolochia lindeniana var. bissei R.Rankin Rodríguez, Aristolochia longgangensis C.F.Liang, Aristolochia longispathulata F.González, Aristolochia longissima M.A.Blanco, J.E.Jiménez & Aguilar, Aristolochia lorenae J.Freitas & F.González, Aristolochia lozaniana F.González, Aristolochia luudamcui T.V.Do, Aristolochia luzmariana Santana Mich., Aristolochia macrocarpa Duch., Aristolochia manantlanensis Santana Mich., Aristolochia manaosensis Ahumada, Aristolochia manokwariensis (Mich.J.Parsons) Buchwalder & Wanke, Aristolochia marianensis Ahumada, Aristolochia marioniana Elad.Fernández & G.A.Romero, Aristolochia melgueiroi Barringer & F.Guánchez, Aristolochia meridionaliana (Mich.J.Parsons) Buchwalder & Wanke, Aristolochia meridionaliana subsp. milnensis (Mich.J.Parsons) Buchwalder & Wanke, Aristolochia meridionaliana subsp. popondettensis (Mich.J.Parsons) Buchwalder & Wanke, Aristolochia meridionalis E.M.Ross, Aristolochia meridionalis subsp. centralis E.M.Ross, Aristolochia merxmuelleri Greuter & E.Mayer, Aristolochia morae F.González, Aristolochia mutabilis Pfeifer, Aristolochia nahua Paizanni & Santana Mich., Aristolochia nardiana I.M.Turner, Aristolochia navicularis E.Nardi, Aristolochia naviculilimba Ding Hou, Aristolochia oblongata subsp. calceiformis (Urb.) R.Rankin & Acev.-Rodr., Aristolochia oblongata subsp. maestrensis (R.Rankin) Acev.-Rodr., Aristolochia occidentalis Santana Mich. & S.Lemus Juarez, Aristolochia ophioides L.Marión, Aristolochia ornithopterae Buchwalder & Wanke, Aristolochia ornithorhyncha J.E.Jiménez, M.A.Blanco & Aguilar, Aristolochia pacifica Santana Mich. & Paizanni, Aristolochia papillifolia Ding Hou, Aristolochia paradisiana (Mich.J.Parsons) Buchwalder & Wanke, Aristolochia peninsulensis (Mich.J.Parsons) Buchwalder & Wanke, Aristolochia perangustifolia Phuph., Aristolochia phetchaburiensis Chuakul & Saralamp, Aristolochia phuphathanaphongiana T.V.Do, Aristolochia poluninii P.H.Davis & M.S.Khan, Aristolochia polymorpha S.M.Hwang, Aristolochia poomae Phuph., Aristolochia povedae J.E.Jiménez & M.A.Blanco, Aristolochia pubera var. aromatica E.M.Ross, Aristolochia pueblana J.F.Ortega & R.V.Ortega, Aristolochia purhepecha Santana Mich. & Cuevas, Aristolochia pyriflora Lombardi & D.Frank, Aristolochia quiricoana J.E.Jiménez, M.A.Blanco & M.Cedeño, Aristolochia repanda D.Subram., Aristolochia rethyae Kashung, Barman & Gajurel, Aristolochia robertii Ahumada, Aristolochia rojasiana (Chodat & Hassl.) F.González, Aristolochia rostrata Pfeifer, Aristolochia rotunda subsp. insularis (E.Nardi & Arrigoni) Gamisans, Aristolochia rotunda subsp. reichsteinii E.Nardi, Aristolochia rzedowskiana Santana Mich. & Guzm.-Hern., Aristolochia savannoidea Paizanni & M.Ramírez, Aristolochia schottii L.Marión, Aristolochia schunkeana F.González, Aristolochia secunda Pfeifer, Aristolochia sepikensis (Mich.J.Parsons) Buchwalder & Wanke, Aristolochia singalangensis Korth. ex DingHou, Aristolochia socorroensis Pfeifer, Aristolochia sparusifolia (Mich.J.Parsons) Buchwalder & Wanke, Aristolochia styoglossa Pfeifer, Aristolochia subglobosa J.Freitas, Lírio & F.González, Aristolochia teretiflora Pfeifer, Aristolochia thotteaeformis T.V.Do & Luu, Aristolochia tithonusiana (Mich.J.Parsons) Buchwalder & Wanke, Aristolochia transtillifera Ding Hou, Aristolochia tuberosa C.F.Liang & S.M.Hwang, Aristolochia tuitensis Santana Mich. & Paizanni, Aristolochia tyrrhena E.Nardi & Arrigoni, Aristolochia versabilifolia Pfeifer, Aristolochia vestita Ohi-Toma, P.Li & Watan.-Toma, Aristolochia wankeana J.Freitas, F.González & Poncy, Aristolochia yalaensis Phuph., Aristolochia zebrina J.Freitas & F.González, Aristolochia zhongdianensis J.S.Ma, Asarum ampulliflorum C.T.Lu & J.C.Wang, Asarum asperum var. geaster (F.Maek. ex Akasawa) T.Sugaw., Asarum bashanense Z.L.Yang, Asarum campaniflorum Yong Wang & Q.F.Wang, Asarum caudigerellum C.Y.Cheng & C.S.Yang, Asarum celsum F.Maek. ex Hatus. & Yamahata, Asarum chatienshanianum C.T.Lu & J.C.Wang, Asarum chengkouense Z.L.Yang, Asarum costatum (F.Maek.) T.Sugaw., Asarum crassisepalum S.F.Huang, T.H.Hsieh & T.C.Huang, Asarum crispulatum C.Y.Cheng & C.S.Yang, Asarum dilatatum (F.Maek.) T.Sugaw., Asarum dissitum F.Maek. ex Hatus. & Yamahata, Asarum europaeum subsp. italicum Kukk. & Uotila, Asarum fauriei var. nakaianum (F.Maek.) Ohwi, Asarum fauriei var. stoloniferum (F.Maek.) T.Sugaw., Asarum fauriei var. takaoi (F.Maek.) T.Sugaw., Asarum fukienense C.Y.Cheng & C.S.Yang, Asarum gelasinum Hatus. & Yamahata, Asarum gusk Hatus. & Yamahata, Asarum hatsushimae F.Maek. ex Hatus. & Yamahata, Asarum hexalobum var. controversum Hatus. & Yamahata, Asarum hongkongense S.M.Hwang & Wong Sui, Asarum ichangense C.Y.Cheng & C.S.Yang, Asarum ikegamii (F.Maek. ex Y.F.Maek.) T.Sugaw., Asarum ikegamii var. fujimakii T.Sugaw., Asarum inflatum C.Y.Cheng & C.S.Yang, Asarum kinoshitae (F.Maek. ex Kinosh.) T.Sugaw., Asarum koreanum J.G.Kim & C.S.Yook ex B.U.Oh, Asarum leucosepalum Hatus. ex Yamahata, Asarum longerhizomatosum C.F.Liang & C.S.Yang, Asarum longirhizomatosum C.F.Liang & C.S.Yang, Asarum magnificum Tsiang ex C.Y.Cheng & C.S.Yang, Asarum magnificum var. dinghuense C.Y.Cheng & C.S.Yang, Asarum majale T.Sugaw., Asarum maruyamae Yamaji & Ter.Nakam., Asarum megacalyx (F.Maek.) T.Sugaw., Asarum mikuniense Yamaji & Ter.Nakam., Asarum minamitanianum Hatus., Asarum misandrum B.U.Oh & J.G.Kim, Asarum mitoanum T.Sugaw., Asarum monodoriflorum Hatus. & Yamahata, Asarum nanchuanense C.S.Yang & J.Linn.Wu, Asarum naniflorum Pfeifer, Asarum nazeanum T.Sugaw., Asarum nipponicum var. nankaiense (F.Maek.) T.Sugaw., Asarum nobilissimum Z.L.Yang, Asarum pellucidum Hatus. & Yamahata, Asarum porphyronotum C.Y.Cheng & C.S.Yang, Asarum porphyronotum var. atrovirens C.Y.Cheng & C.S.Yang, Asarum pubitessellatum C.T.Lu & J.C.Wang, Asarum renicordatum C.Y.Cheng & C.S.Yang, Asarum rigescens var. brachypodion T.Sugaw., Asarum robilissimum Z.L.Yang, Asarum sagittarioides C.F.Liang, Asarum sakawanum var. stellatum (F.Maek. ex Akasawa) T.Sugaw., Asarum savatieri var. iseanum T.Sugaw., Asarum savatieri subsp. pseudosavatieri (F.Maek.) T.Sugaw., Asarum senkakuinsulare Hatus., Asarum sieboldii var. dimidiatum (F.Maek.) T.Sugaw., Asarum sieboldii f. koreanum (J.G.Kim & C.S.Yook) Y.N.Lee, Asarum simile Hatus. & Yamahata, Asarum splendens (F.Maek.) C.Y.Cheng & C.S.Yang, Asarum subglobosum F.Maek. ex Hatus. & Yamahata, Asar
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Direct model labels (unvalidated)
Per-model category and study-design labels from the labeling rounds. They are machine output, unvalidated, and the disagreement between models ships as data. No study design here is MEDLINE-validated yet.
| Model arm | Categories | Study design | Confidence |
|---|---|---|---|
| gemma | Insufficient payload (model declined to judge) Domain: not available · Genre: Dataset About the Canadian research system: no · About a Canadian topic: no | Not applicable | high |
| gpt | no category Domain: not available · Genre: Dataset About the Canadian research system: no · About a Canadian topic: no | Not applicable | high |
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.007 | 0.010 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.003 | 0.004 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.220 | 0.360 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedLabeled directly by 2 models reading the full record.
The models disagree on parts of this classification; every voice is preserved in the section at the end of the page.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".