Bibliographic record
Abstract
A dataset containing 10995 species occurrences available in GBIF matching the query: { "and" : [ "TaxonKey is one of (Pleurothallis maduroi Luer, Pleurothallis matudana C.Schweinf., Pleurothallis mesopotamica Bogarín & Belfort, Pleurothallis navisepala Pupulin, J.Aguilar & M.Díaz, Pleurothallis neglecta Pupulin, Bogarín & Mel.Fernández, Pleurothallis oncoglossa Luer, Pleurothallis palliolata Ames, Pleurothallis ×parentis-certa Pupulin & Bogarín, Pleurothallis peculiaris Luer, Pleurothallis phalangifera (C.Presl) Rchb.f., Pleurothallis phyllocardia Rchb.f., Pleurothallis phyllocardioides Schltr., Pleurothallis pruinosa Lindl., Pleurothallis pudica Pupulin, J.Aguilar & M.Díaz, Pleurothallis pugio Karremans & J.E.Jimenez.A.Habit.B.Inflorescence, 2023, Pleurothallis quadrifida (Lex.) Lindl., Pleurothallis racemiflora Lindl., 1859, Pleurothallis radula Luer, Pleurothallis rectipetala Ames & C.Schweinf., Pleurothallis rhodoglossa Schltr., Pleurothallis rowleei Ames, Pleurothallis ruscifolia (Jacq.) R.Br., Pleurothallis sanchoi Ames, Pleurothallis scaphipetala Luer, Pleurothallis scotinantha Pupulin, M.Díaz & J.Aguilar, Pleurothallis silvae-pacis Karremans, Pleurothallis ×subversa Pupulin & Bogarín, Pleurothallis tapantiensis Pupulin, M.Díaz & Pridgeon, Pleurothallis testaefolia (Sw.) Lindl., 1858, Pleurothallis tonduzii Schltr., Pleurothallis ujarensis Rchb.f., Pleurothallis vide-vallis Karremans & J.E.Jiménez, Pleurothallis vinacea Ames, Pleurothallis volcanica Luer, Pleurothallis wercklei Schltr., Pleurothallis xanthochlora Rchb.f., Pleurothallopsis reichenbachiana (Endrés ex Rchb.f.) Pridgeon & M.W.Chase, Pleurothallopsis tubulosa (Lindl.) Pridgeon & M.W.Chase, Pleurothallopsis ujarensis (Rchb.f.) Pridgeon & M.W.Chase, Pleurothyrium golfodulcense W.C.Burger & N.Zamora, Pleurothyrium hexaglandulosum van der Werff, Pleurothyrium maximum O.C.Schmidt, Pleurothyrium palmanum (Mez & Sm.) Rohwer, Podocarpus costaricensis de Laub. ex Silba, Podocarpus guatemalensis Standl., Podocarpus nubigenus Lindl., Podocarpus sprucei Parl., Polycycnis blancoi G.Gerlach, Polycycnis grandiflora G.Gerlach & Pupulin, Polycycnis gratiosa Endrés & Rchb.f., Polycycnis muscifera (Lindl. & Paxton) Rchb.f., Polyscias paniculata (DC.) Baker, Polystachya boliviensis Schltr., Polystachya concreta (Jacq.) Garay & H.R.Sweet, Polystachya elatior (Rchb.f.) Peraza & Carnevali, Polystachya foliosa (Hook.) Rchb.f., Polystachya lineata Rchb.f., Polystachya masayensis Rchb.f., Ponthieva fertilis (F.Lehm. & Kraenzl.) Salazar, Ponthieva formosa Schltr., Ponthieva glandulosa (Sims) R.Br., Ponthieva maculata Lindl., Ponthieva parvilabris (Lindl.) Rchb.f., Ponthieva racemosa (Walter) C.Mohr, Ponthieva rostrata Lindl., Ponthieva tuerckheimii Schltr., Ponthieva ventricosa (Griseb.) Fawc. & Rendle, Ponthieva villosa Lindl., Populus nigra L., Porcelia magnifructa (Schery) R.E.Fr., Pouteria austin-smithii (Standl.) Cronquist, Pouteria belizensis (Standl.) Cronquist, Pouteria bracteata T.D.Penn., Pouteria chiricana (Standl.) Baehni, Pouteria euryphylla (Standl.) Baehni, Pouteria exfoliata T.D.Penn., Pouteria filiformis T.D.Penn., Pouteria fossicola Cronquist, Pouteria foveolata T.D.Penn., Pouteria izabalensis (Standl.) Baehni, Pouteria juruana K.Krause, Pouteria krukovii (A.C.Sm.) Baehni, Pouteria leptopedicellata Pilz, Pouteria macrocarpa (Mart.) D.Dietr., Pouteria micrantha (Urb.) Baehni, Pouteria silvestris T.D.Penn., Pouteria spicata J.F.Morales, Pouteria triplarifolia C.K.Allen ex T.D.Pennington, Prescottia congesta Pupulin, Prescottia cordifolia Rchb.f., Prescottia oligantha (Sw.) Lindl., Prescottia stachyodes (Sw.) Lindl., Pritchardia thurstonii F.Muell. & Drude, Prockia costaricensis Standl., Prosthechea abbreviata (Schltr.) W.E.Higgins, Prosthechea aemula (Lindl.) W.E.Higgins, Prosthechea baculus (Rchb.f.) W.E.Higgins, Prosthechea barbozae Pupulin, Prosthechea brassavolae (Rchb.f.) W.E.Higgins, Prosthechea campylostalix (Rchb.f.) W.E.Higgins, Prosthechea chacaoensis (Rchb.f.) W.E.Higgins, Prosthechea chimborazoensis (Schltr.) W.E.Higgins, Prosthechea chondylobulbon (A.Rich. & Galeotti) W.E.Higgins, Prosthechea cochleata (L.) W.E.Higgins, Prosthechea crassilabia (Poepp. & Endl.) Carnevali & I.Ramírez, Prosthechea fragrans (Sw.) W.E.Higgins, Prosthechea glauca Knowles & Westc., Prosthechea ionocentra (Rchb.f.) W.E.Higgins, Prosthechea ionophlebia (Rchb.f.) W.E.Higgins, Prosthechea joaquingarciana Pupulin, Prosthechea livida (Lindl.) W.E.Higgins, Prosthechea michuacana (Lex.) W.E.Higgins, Prosthechea neglecta Pupulin, Prosthechea neurosa (Ames) W.E.Higgins, Prosthechea ochracea (Lindl.) W.E.Higgins, Prosthechea ortizii (Dressler) W.E.Higgins, Prosthechea prismatocarpa (Rchb.f.) W.E.Higgins, Prosthechea pseudopygmaea (Finet) W.E.Higgins, Prosthechea pygmaea (Hook.) W.E.Higgins, Prosthechea racemifera (Dressler) W.E.Higgins, Prosthechea radiata (Lindl.) W.E.Higgins, Prosthechea spondiada (Rchb.f.) W.E.Higgins, Prosthechea tardiflora Mora-Ret. ex Pupulin, Prosthechea tinukiana Bogarín & Karremans, Prosthechea vagans (Ames) W.E.Higgins, Prosthechea varicosa (Bateman ex Lindl.) W.E.Higgins, Prosthechea vespa (Vell.) W.E.Higgins, Prosthechea vitellina (Lindl.) W.E.Higgins, Protium aguilarii D.Santam., Protium brenesii (Standl.) D.Santam., Protium confusum (Rose) Pittier, Protium hammelii D.Santam., Protium multiramiflorum Lundell, Protium pecuniosum Daly, Protium pittieri (Rose) Engl., Protium santamariae Perdiz, Daly & P.Fine, Prumnopitys montana (Humb. & Bonpl. ex Willd.) de Laub., Prumnopitys standleyi (J.T.Buchholz & N.E.Gray) de Laub., Prunus domestica L., Prunus fortunensis Mc Pherson, Pseudocentrum hoffmannii (Rchb.f.) Rchb.f., Pseudorhipsalis acuminata Cufod., Pseudorhipsalis amazonica (K.Schum.) Ralf Bauer, Pseudorhipsalis himantoclada (Rol.-Goss.) Britton & Rose, Pseudorhipsalis lankesteri (Kimnach) Barthlott, Pseudorhipsalis ramulosa (Salm-Dyck) Barthlott, Psilochilus carinatus Garay, Psilochilus macrophyllus (Lindl.) Ames, Psilochilus modestus Barb.Rodr., Psilochilus physurifolius (Rchb.f.) Løjtnant, Psychilis truncata (Cogn.) Sauleda, Psychopsis krameriana (Rchb.f.) H.G.Jones, Psychotria grandiflora H.Mann, Psychotria rubiginosa Elmer ex Merr., Psychotria saloiana Diels, Pterichis galeata Lindl., Pterichis habenarioides (F.Lehm. & Kraenzl.) Schltr., Pterichis herrerae Kolan., Pterichis parvifolia (Lindl.) Schltr., Pterichis pauciflora Schltr., Pteris lydgatei (Baker) Christ, Pterocarpus indicus Willd., Pterocarpus michelianus N.Zamora, Pterocarpus officinalis Jacq., Pteroglossa roseoalba (Rchb.f.) Salazar & M.W.Chase, Pterygota excelsa (Standl. & L.O.Williams) Kosterm., Puya dasylirioides Standl., Pyracantha koidzumii (Hayata) Rehder, Quadrella morenoi Cornejo & Iltis, Quararibea aurantiocalyx W.S.Alverson, Quararibea gomeziana W.S.Alverson, Quararibea pendula W.S.Alverson, Quararibea platyphylla Pittier & Donn.Sm., Quararibea pumila W.S.Alverson, Quercus acutifolia Née, Quercus benthamii A.DC., Quercus brenesii Trel., Quercus cortesii Liebm., Quercus costaricensis Liebm., Quercus gulielmi-treleasei C.H.Mull., Quercus insignis M.Martens & Galeotti, Quercus oleoides Schltdl. & Cham., Quercus oocarpa Liebm., Quercus sarahmariae Nixon & Barrie, Recchia simplicifolia T.Wendt & E.J.Lott, Reinhardtia koschnyana (H.Wendl. & Dammer) Burret, Reldia multiflora L.P.Kvist & L.E.Skog, Rensonia salvadorica S.F.Blake, Restrepia aberrans Luer, Restrepia brachypus Rchb.f., Restrepia elegans H.Karst., Restrepia muscifera (Lindl.) Rchb.f. ex Lindl., Restrepia trichoglossa F.Lehm. ex Sander, Restrepiella ophiocephala (Lindl.) Garay & Dunst., Reutealis trisperma (Blanco) Airy Shaw, Rhamnus rosei M.C.Johnst. & L.A.Johnst., Rhipidoglossum brachyceras (Summerh.) Farminhão & Stévart, Rhipsalis baccifera (J.S.Muell.) Stearn, Rhipsalis crispata (Haw.) Pfeiff., Rhipsalis elliptica G.Lindb. ex K.Schum., Rhipsalis mesembryanthemoides Haw., Rhipsalis micrantha (Kunth) DC., Rhipsalis oblonga Loefgr., Rhipsalis pilocarpa Loefgr., Rhipsalis teres (Vell.) Steud., Rhynchospora jamaicensis Britton, Rhynchostele hortensiae (R.L.Rodr.) Soto Arenas & Salazar, Rhynchostele maculata (Lex.) Soto Arenas & Salazar, Ribes costaricensis Weigend, Rinorea squamata S.F.Blake, Rodriguezia candelariae Kraenzl., Rodriguezia compacta Schltr., Roseodendron donnell-smithii (Rose) Miranda, Rossioglossum beloglossum (Rchb.f.) J.M.H.Shaw, Rossioglossum grande (Lindl.) Garay & G.C.Kenn., Rossioglossum krameri (Rchb.f.) M.W.Chase & N.H.Williams, Rossioglossum oerstedii (Rchb.f.) M.W.Chase & N.H.Williams, Rossioglossum schlieperianum (Rchb.f.) Garay & G.C.Kenn., Sacoila lanceolata (Aubl.) Garay, Salix babylonica L., Sapium allenii Huft, Sarcoglottis acaulis (Sm.) Schltr., Sarcoglottis assurgens (Rchb.f.) Schltr., Sarcoglottis calcicola Bogarín & Pupulin, Sarcoglottis hunteriana Schltr., Sarcoglottis neglecta Christenson, Sarcoglottis sceptrodes (Rchb.f.) Schltr., Sarcoglottis smithii (Rchb.f.) Schltr., Saurauia villosa Moc. & Sessé ex DC., Scalesia helleri B.L.Rob., Scaphochlamys biloba (Ridl.) Holttum, Scaphosepalum anchoriferum (Rchb.f.) Rolfe, Scaphosepalum clavellatum Luer, Scaphosepalum manningii Luer, Scaphosepalum microdactylum Rolfe, Scaphosepalum verrucosum (Rchb.f.) Pfitzer, Scaphyglottis acostae (Schltr.) C.Schweinf., Scaphyglottis acostaei (Schltr.) C.Schweinf., Scaphyglottis amparoana (Schltr.) Dressler, Scaphyglottis atwoodii Dressler, Scaphyglottis behrii (Rchb.f.) Benth. & Hook.f. ex Hemsl., Scaphyglottis bicallosa Dressler, Scaphyglottis bidentata (Lindl.) Dressler, Scaphyglottis bifida (Rchb.f.) C.Schweinf., Scaphyglottis bilineata (Rchb.f.) Schltr., Scaphyglottis boliviensis (Rolfe) B.R.Adams, Scaphyglottis cernua Dressler, Scaphyglottis corallorrhiza (Ames) Ames, F.T.Hubb
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
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 | 0.006 | 0.009 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.217 | 0.336 |
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, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".