Bibliographic record
Abstract
A dataset containing 206705 species occurrences available in GBIF matching the query: { "and" : [ "ScientificName is one of (Agonis flexuosa (Muhl. ex Willd.) Sweet, Leptospermum scoparium Forst., Austrobaeckea verrucosa (Turcz.) Rye, Mitrantia bilocularis Peter G.Wilson & B.Hyland, Tristaniopsis macrosperma (F.Muell.) Paul G.Wilson & J.T.Waterh., Allosyncarpia ternata S.T.Blake, Angophora costata Domin, Eucalyptus perriniana F.Muell. ex Rodway, Eucalyptus tetragona (R.Br.) F.Muell., Backhousia subargentea (C.T.White) M.G.Harr., Syzygium aromaticum (L.) Merr. & L.M.Perry, Syzygium cumini (L.) Skeels, Syzygium jambos (L.) Alston, Syzygium malaccense (L.) Merr. & L.M.Perry, Syzygium samarangense (Blume) Merr. & L.M.Perry, Syzygium maire (A.Cunn.) Sykes & Garn.-Jones, Kania eugenioides Schltr., Metrosideros perforata (J.R.Forst. & G.Forst.) Druce, Metrosideros rugosa A.Gray, Metrosideros tremuloides (A.Heller) Rock, Metrosideros stipularis (Hook. & Arn.) Hook.fil., Cloezia artensis (Montrouz.) P.S.Green, Xanthomyrtus compacta (Ridl.) Diels, Xanthomyrtus montivaga A.J.Scott, Xanthomyrtus kanalaensis (Hochr.) N.Snow, Tristania neriifolia (Sieber ex Sims) R.Br., Melaleuca linearis Schrad. & J.C.Wendl., Melaleuca comboynensis (Cheel) Craven, Melaleuca alternifolia (Maiden & Betche) Cheel, Melaleuca leucadendra (L.) L., Osbornia octodonta F.Muell., Myrtastrum rufopunctatum (Pancher ex Brongn. & Gris) Burret, Neomyrtus pedunculata (Hook.fil.) Allan, Archirhodomyrtus beckleri (F.Muell.) A.J.Scott, Archirhodomyrtus turbinata (Schltr.) Burret, Pilidiostigma glabrum Burret, Pilidiostigma tropicum L.S.Sm., Kanakomyrtus dawsoniana N.Snow, Myrtella beccarii F.Muell., Rhodomyrtus tomentosa (Aiton) Hassk., Octamyrtus pleiopetala Diels, Rhodomyrtus psidioides (G.Don) Benth., Decaspermum fruticosum J.R.Forst. & G.Forst., Decaspermum vitis-idaea Stapf, Decaspermum humile (G.Don) A.J.Scott, Rhodamnia argentea Benth., Rhodamnia cinerea Jack, Rhodamnia rubescens (Benth.) Miq., Austromyrtus dulcis (C.T.White) L.S.Sm., Gossia clusioides (Brongn. & Gris) N.Snow, Gossia hillii (Benth.) N.Snow & Guymer, Gossia inophloia (J.F.Bailey & C.T.White) N.Snow & Guymer, Uromyrtus australis A.J.Scott, Uromyrtus neomyrtoides Burret, Uromyrtus emarginatus (Pancher ex Brongn. & Gris) Burret, Uromyrtus metrosideros (F.M.Bailey) A.J.Scott, Acca lanuginosa (Ruiz & Pav. ex G.Don) McVaugh, Acca macrostema (Ruiz & Pav. ex G.Don) McVaugh, Myrrhinium atropurpureum Schott, Psidium acidum Mart. ex O.Berg, Psidium guayaquilense Landrum & Cornejo, Psidium friedrichsthalianum (O.Berg) Nied., Psidium kennedyanum Morong, Psidium guajava L., Psidium australe Cambess., Psidium australe Cambess., Psidium grandifolium Mart. ex DC., Psidium australe Cambess., Psidium guineense Sw., Psidium striatulum DC., Psidium ratterianum Proença & Soares-Silva, Psidium acranthum Urb., Psidium harrisianum Urb., Psidium amplexicaule Pers., Psidium parvifolium (Griseb.) Griseb., Psidium rotundatum Griseb., Psidium L., Psidium appendiculatum Kiaersk., Psidium schenckianum Kiaersk., Psidium sartorianum (O.Berg) Nied., Psidium glaziovianum Kiaersk., Psidium salutare (Kunth) O.Berg, Psidium myrsinites DC., Psidium oligospermum Mart. ex DC., Psidium galapageium Hook.f., 1847, Psidium brownianum Mart. ex DC., Psidium araucanum Soares-Silva & Proença, Psidium rhombeum O.Berg, Psidium cattleianum Afzel. ex Sabine, Psidium minutiflorum Amshoff, Psidium riparium Mart. ex DC., Psidium basanthum O.Berg, Psidium L., Psidium dictyophyllum Urb. & Ekman, Psidium ovale (Spreng.) Burret, Psidium bergianum (Nied.) Burret, Psidium laruotteanum Cambess., Psidium grazielae Tuler & M.C.Souza, Psidium canum Mattos, Psidium robustum O.Berg, Psidium rufum Mart. ex DC., Psidium widgrenianum O.Berg, Psidium corynanthum (Kiaersk.) Burret, Psidium salutare (Kunth) O.Berg, Psidium myrtoides O.Berg, Psidium cauliflorum Landrum & Sobral, Psidium oblongatum O.Berg, Psidium cupreum O.Berg, Psidium firmum O.Berg, Psidium ganevii Landrum & Funch, Psidium macahense O.Berg, Psidium rotundidiscum Proença & Tuler, Psidium sessiliflorum (Landrum) Proenca & Tuler, Mosiera cabanasensis (Britton & P.Wilson) Borhidi, Mosiera oonophylla (Urb.) Bisse, Mosiera contrerasii (Lundell) Landrum, Mosiera ehrenbergii (O.Berg) Landrum, Mosiera elliptica (C.Wright) Bisse, Mosiera ophiticola (Britton & P.Wilson) Bisse, Mosiera havanensis (Urb.) Bisse, Mosiera wrightii (Krug & Urb.) Borhidi, Mosiera longipes (O.Berg) Small, Mosiera cuspidata (Alain) Salywon, Mosiera xerophytica (Britton) Salywon, Mosiera gracilipes (Alain) Salywon, Mosiera yamaniguensis Bisse ex Urquiola & Z.Acosta, Amomyrtella guili (Speg.) Kausel, Campomanesia aromatica (Aubl.) Griseb., Campomanesia pubescens (DC.) O.Berg, Campomanesia costata M.Ibrahim & Landrum, Campomanesia adamantium (Cambess.) O.Berg, Campomanesia reitziana D.Legrand, Campomanesia xanthocarpa (Mart.) O.Berg, Campomanesia rhombea O.Berg, Campomanesia velutina (Cambess.) O.Berg, Campomanesia dichotoma (O.Berg) Mattos, Campomanesia guaviroba (DC.) Kiaersk., Campomanesia neriiflora (O.Berg) Nied., Campomanesia cavalcantina Soares-Silva & Proença, Campomanesia eugenioides (Cambess.) D.Legrand ex Landrum, Campomanesia eugenioides (Cambess.) D.Legrand ex Landrum, Campomanesia guazumifolia (Cambess.) O.Berg, Campomanesia schlechtendaliana (O.Berg) Nied., Campomanesia schlechtendaliana (O.Berg) Nied., Campomanesia ilhoensis Mattos, Campomanesia laurifolia Gardner, Curitiba prismatica (D.Legrand) Salywon & Landrum, Feijoa sellowiana (O.Berg) O.Berg, Pimenta berciliae T.N.C.Vasconc. & Peguero, Pimenta yumana (Alain) T.N.C.Vasconc., Pimenta racemosa (Mill.) J.W.Moore, Pimenta haitiensis (Urb.) Landrum, Pimenta paganii (Krug & Urb.) Flickinger, Pimenta racemosa (Mill.) J.W.Moore, Pimenta racemosa (Mill.) J.W.Moore, Pimenta dioica (L.) Merr., Pimenta filipes (Urb.) Burret, Pimenta podocarpoides (Areces) Landrum, Pimenta pseudocaryophyllus (Gomes) Landrum, Amomyrtus luma (Molina) D.Legrand & Kausel, Amomyrtus meli (Phil.) D.Legrand & Kausel, Legrandia concinna (Phil.) Kausel, Lenwebbia lasioclada (F.Muell.) N.Snow & Guymer, Lenwebbia prominens N.Snow & Guymer, Lophomyrtus bullata (Sol. ex A.Cunn.) Burret, Lophomyrtus obcordata (Raoul) Burret, Myrteola nummularia (Poir.) O.Berg, Ugni candollei (Barnéoud) O.Berg, Ugni molinae Turcz., Ugni myricoides (Kunth) O.Berg, Ugni selkirkii (Hook. & Arn.) O.Berg, Eugenia abunan M.A.D.Souza & Sobral, Eugenia moschata (Aubl.) Nied. ex T.Durand & B.D.Jacks., Eugenia fasciculiflora O.Berg, Eugenia pisonis O.Berg, Eugenia moschata (Aubl.) Nied. ex T.Durand & B.D.Jacks., Eugenia joseramosii M.A.D.Souza & Scud., Eugenia kerianthera M.A.D.Souza, Eugenia spruceana O.Berg, Eugenia adenocalyx DC., Eugenia aurata O.Berg, Eugenia flavescens DC., Eugenia sparsa S.Moore, Eugenia leptoclada O.Berg, Eugenia neoverrucosa Sobral, Eugenia sphenophylla O.Berg, Eugenia talbotii Keay, Eugenia anastomosans DC., Eugenia egensis DC., Eugenia protenta McVaugh, Eugenia L., Eugenia aubletiana Mattos, Eugenia densiracemosa Mazine & Faria, Eugenia latifolia Aubl., Eugenia neograndifolia Mattos, Eugenia platysema O.Berg, Eugenia percincta McVaugh, Eugenia astringens Cambess., Eugenia unana Sobral, Eugenia bimarginata DC., Eugenia hiemalis Cambess., Eugenia pluriflora DC., Eugenia subglomerata (Kuntze) Sobral, Eugenia bacopari D.Legrand, Eugenia coronata Vahl ex DC., Eugenia cycloidea Urb., Eugenia greggii (Sw.) Poir., Eugenia lambertiana DC., Eugenia stictopetala Mart. ex DC., Eugenia pacifica Benth., Eugenia cocosensis Barrie, Eugenia hypargyrea Standl., Eugenia crenulata (Sw.) Willd., Eugenia monticola (Sw.) DC., Eugenia monticola (Sw.) DC., Eugenia bissei Flickinger, Eugenia maestrensis Urb., Eugenia laeteviridis Urb., Eugenia catingiflora Griseb., Eugenia cati Britton & P.Wilson, Eugenia mensurensis Urb., Eugenia naguana Urb., Eugenia piedraensis Urb., Eugenia torbeciana (Urb. & Ekman) Flickinger, Eugenia ekmanii (Urb.) Mattos, Eugenia cucullata Amshoff, Eugenia websteri Proctor, Eugenia retinadenia C.Wright, Eugenia victorinii Alain, Eugenia borinquensis Britton, Eugenia stahlii (Kiaersk.) Krug & Urb. ex Urb., Eugenia cordata (Sw.) DC., Eugenia cordata (Sw.) DC., Eugenia padronii Alain, Eugenia sintenisii Krug & Urb., Eugenia stewardsonii Britton, Eugenia haematocarpa Alain, Eugenia sessiliflora Vahl, Eugenia stirpiflora (O.Berg) Krug & Urb., Eugenia stirpiflora (O.Berg) Krug & Urb., Eugenia pubicalyx Alain, Eugenia fajardensis (Krug & Urb.) Urb., Eugenia woodburyana Alain, Eugenia walkerae Flickinger, Eugenia axillaris (Sw.) Willd., Eugenia foetida Pers., Eugenia hiraeifolia Standl., Eugenia laevis O.Berg, Eugenia neibensis (Alain), Eugenia rhombea (O.Berg) Krug & Urb. ex Urb., Eugenia burretii Flickinger, Eugenia cryptocardia Flickinger, Eugenia dictyophylla Urb., Eugenia bahiensis DC., Eugenia rara Rigueira & Sobral, Eugenia batingabranca Sobral, Eugenia verticillata (Vell.) Angely, Eugenia nutans O.Berg, Eugenia subavenia O.Berg, Eugenia prasina O.Berg, Eugenia crassa Sobral, Eugenia goiapabana Sobral & Mazine, Eugenia grandissima Sobral, Mazine & E.A.D.Melo, Eugenia umbrosa O.Berg, Eugenia ellipsoidea Kiaersk., Eugenia vetula DC., Eugenia schottiana O.Berg, Eugenia hirta O.Berg, Eugenia martinellii (G.M.Barroso & M.Peron) Stadnik, D.K.D.Caldas & M.C.Souza, Eugenia petaloidea Giaretta & B.S.Amorim, Eugenia fissurata Mattos, Eugenia sebastianopolitana (G.M.Barroso) Stadnik, D.K.D.Caldas & M.C.Souza, Eugenia cerasiflora Miq., Eugenia rotula Sobral, Eugenia lagoensis Kiaersk., Eugenia punicifolia (Kunth) DC., Eugenia pseudopsidium Jacq., Eugenia L., Eugenia melanogyna (D.Legrand) Sobral, Eugenia inversa Sobral, Eugenia plicatocostata O.Berg, Eugenia bojeri Baker
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) | 0.003 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.007 | 0.010 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.224 | 0.367 |
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".