Transcriptional Regulation of AQP-8, a Caenorhabditis elegans Aquaporin Exclusively Expressed in the Excretory System, by the POU Homeobox Transcription Factor CEH-6
Notice bibliographique
Résumé
Due to the ever changing environmental conditions in soil, regulation of osmotic homeostasis in the soil-dwelling nematode Caenorhabditis elegans is critical. AQP-8 is a C. elegans aquaporin that is expressed in the excretory cell, a renal equivalent tissue, where the protein participates in maintaining water balance. To better understand the regulation of AQP-8, we undertook a promoter analysis to identify the aqp-8 cis-regulatory elements. Using progressive 5′ deletions of upstream sequence, we have mapped an essential regulatory region to roughly 300 bp upstream of the translational start site of aqp-8. Analysis of this region revealed a sequence corresponding to a known DNA functional element (octamer motif), which interacts with POU homeobox transcription factors. Phylogenetic footprinting showed that this site is perfectly conserved in four nematode species. The octamer site's function was further confirmed by deletion analyses, mutagenesis, functional studies, and electrophoretic mobility shift assays. Of the three POU homeobox proteins encoded in the C. elegans genome, CEH-6 is the only member that is expressed in the excretory cell. We show that expression of AQP-8 is regulated by CEH-6 by performing RNA interference experiments. CEH-6's mammalian ortholog, Brn1, is expressed both in the kidney and the central nervous system and binds to the same octamer consensus binding site to drive gene expression. These parallels in transcriptional control between Brn1 and CEH-6 suggest that C. elegans may well be an appropriate model for determining gene-regulatory networks in the developing vertebrate kidney. Due to the ever changing environmental conditions in soil, regulation of osmotic homeostasis in the soil-dwelling nematode Caenorhabditis elegans is critical. AQP-8 is a C. elegans aquaporin that is expressed in the excretory cell, a renal equivalent tissue, where the protein participates in maintaining water balance. To better understand the regulation of AQP-8, we undertook a promoter analysis to identify the aqp-8 cis-regulatory elements. Using progressive 5′ deletions of upstream sequence, we have mapped an essential regulatory region to roughly 300 bp upstream of the translational start site of aqp-8. Analysis of this region revealed a sequence corresponding to a known DNA functional element (octamer motif), which interacts with POU homeobox transcription factors. Phylogenetic footprinting showed that this site is perfectly conserved in four nematode species. The octamer site's function was further confirmed by deletion analyses, mutagenesis, functional studies, and electrophoretic mobility shift assays. Of the three POU homeobox proteins encoded in the C. elegans genome, CEH-6 is the only member that is expressed in the excretory cell. We show that expression of AQP-8 is regulated by CEH-6 by performing RNA interference experiments. CEH-6's mammalian ortholog, Brn1, is expressed both in the kidney and the central nervous system and binds to the same octamer consensus binding site to drive gene expression. These parallels in transcriptional control between Brn1 and CEH-6 suggest that C. elegans may well be an appropriate model for determining gene-regulatory networks in the developing vertebrate kidney. The Caenorhabditis elegans excretory system maintains osmotic homeostasis by expelling ionic and metabolic waste from the organism (1Nelson F.K. Albert P.S. Riddle D.L. J. Ultrastruct. Res. 1983; 82: 156-171Crossref PubMed Scopus (136) Google Scholar). The excretory system is comprised of four cells: the excretory duct cell, the binucleate excretory gland cell, the excretory pore cell, and the excretory (canal) cell. The excretory cell is a large fluid-filled cell consisting of a cell body, which is located ventral to the isthmus worm pharynx. From the cell body, two long canals extend posteriorly and two shorter canals extend anteriorly; the four canals are joined at the cell body forming an H-shape. The surface areas of the four canals are greatly increased by a system of canaliculi, which also provides exposure to the extracellular fluid-filled pseudocoelomic cavity (2Buechner M. Hall D.H. Bhatt H. Hedgecock E.M. Dev. Biol. 1999; 214: 227-241Crossref PubMed Scopus (107) Google Scholar). Developmental outgrowth of the excretory cell has been shown to be modulated by many of the same mechanisms that dictate neuronal guidance (3Buechner M. Trends Cell Biol. 2002; 12: 479-484Abstract Full Text Full Text PDF PubMed Scopus (77) Google Scholar). Both of these tissues extend long cellular processes between their cell membranes and the epidermal basal lamina during development. Indeed, mutations in many genes, including lin-17, unc-5, unc-6, unc-34, unc-53, and unc-73, affect both neuronal and excretory cell development either by disrupting circumferential growth or by causing premature migrational termination of cellular processes (4Hedgecock E.M. Culotti J.G. Hall D.H. Stern B.D. Development. 1987; 100: 365-382Crossref PubMed Google Scholar). In addition, excretory cell tubulogenesis occurs in vitro using conditions intended for neuronal cell culturing (2Buechner M. Hall D.H. Bhatt H. Hedgecock E.M. Dev. Biol. 1999; 214: 227-241Crossref PubMed Scopus (107) Google Scholar). Consistent with the excretory cell's role in osmoregulation, previous experiments have shown that the excretory duct cell pumping rates in dauer larvae (a nematode diapause state induced by adverse environmental pressures) were inversely proportional to environmental osmotic pressures F.K. Riddle D.L. J. PubMed Scopus Google Scholar). of the excretory cell, duct cell, or pore cell to the worm F.K. Riddle D.L. J. PubMed Scopus Google Scholar). These two that the nematode excretory system is an and to the vertebrate kidney (1Nelson F.K. Albert P.S. Riddle D.L. J. Ultrastruct. Res. 1983; 82: 156-171Crossref PubMed Scopus (136) Google Scholar). The processes for a and the of the excretory cell an for transcriptional regulation and to both renal and neuronal development. In addition, the excretory cell is the cell in the worm for of To homeostasis between an organism and and between of the aquaporin mobility shift consisting of a analysis of gene and sequence mobility shift consisting of a analysis of gene and sequence of water are expressed in tissues and in of to water The of in for of water which in the of these proteins are In addition, many cell cell The and expression of may the of in have been in of from to a in the M. J. PubMed Scopus Google Scholar). aquaporin protein electrophoretic mobility shift consisting of a sequence analysis of gene expression and RNA interference RNA expressed sequence transcription aquaporin protein electrophoretic mobility shift consisting of a sequence analysis of gene expression and RNA interference RNA expressed sequence transcription The the protein is a protein in cell membranes at a of cell J. Biol. Full Text PDF PubMed Google C. J. PubMed Google Scholar). many have the to of the for is from a region in the protein by a in with H. PubMed Scopus Google Scholar). Due to these are two the which are water and the which also have the to and M. H. PubMed Scopus Google Scholar). a of the or in which are essential for the pore and function M. H. PubMed Scopus Google Scholar). The of the of water the Due to the the pore in a C. J. PubMed Scopus Google Scholar). has the to the of three of water C. J. PubMed Scopus Google Scholar). for a functional aquaporin is a conserved in the which has been in both and the C. J. PubMed Scopus Google Scholar). be by at a J. Biol. Full Text PDF PubMed Google Scholar). In of are expressed in of the kidney to osmotic and to PubMed Scopus Google Scholar). The C. elegans C. elegans PubMed Scopus Google Scholar). their mammalian C. elegans and have been shown to be in These were by experiments determining in water a of the of membranes J. M. J. PubMed Google M. PubMed Scopus Google Scholar). In addition, was shown to be by J. Biol. Full Text PDF PubMed Google M. J. PubMed Google M. PubMed Scopus Google Scholar). The expression for the C. elegans have been J. Scholar). of the were to be expressed in the excretory cell and J. Scholar). have DNA functional cis-regulatory of cis-regulatory for have been by the transcriptional of PubMed Scopus Google Scholar). transcriptional of have also been J. Google Scholar). In addition, which has two that to with and pore has been shown to be the control of upstream regulatory upstream of PubMed Scopus Google Scholar). in have also revealed cis-regulatory which analysis of the an upstream regulatory region revealed two J. J. PubMed Scopus Google Scholar). In this we have a cis-regulatory element that is for the expression of an aquaporin in the excretory cell of C. to expression and regulation in the excretory system of C. elegans to previous transcriptional regulation of and to also a for determining mechanisms transcription in mammalian renal and neuronal and were at and were using PubMed Google Scholar). in these are shown in We a protein by to were by for which of C. elegans C. elegans by in a were 2002; PubMed Scopus Google Scholar). were upstream of the The promoter a to the for of the for expression analysis are and are by the of a and of the site was corresponding to in the in the In the and the translational the for upstream regulatory region is The for of are shown in The for of the cis-regulatory element are are aqp-8 and aqp-8 for to are The for the translational was The for the translational to were with the C. Cell PubMed Scopus Google the of were were to start the In the of were and with a and the appropriate were for expression were with to were at with for are in the were using and using and sequence were using Res. PubMed Scopus Google with The DNA sequence the to upstream of the C. elegans aqp-8 translational start site was a in the to identify conserved transcription binding were and were from in The were using the and The in this the consensus octamer and were using the were an and in at for The was using an during were with corresponding to either or a of both and The of the were for the of in the excretory cell using a exposure of with for identify that are regulated by CEH-6 and the POU homeobox transcription DNA binding site in C. we a We the upstream this analysis bp upstream of the translational start site of C. elegans genes, well the of in the C. and C. for the C. elegans gene is C. and C. both or octamer To of these three Caenorhabditis and the were a using the analysis is by using a C. M. M. Res. 2002; 12: PubMed Scopus Google Scholar). C. elegans were for their expression by a C. elegans expression and in was by of the of with expression and the of the of in the excretory cell. The was by the of of that a is or to the the of this be by be the and be the of excretory cell from is the of that The is of an transcriptional were for of the C. elegans by expression from in Consistent with previous J. aqp-8 is the only that expression to the excretory system of the worm The region between aqp-8 and upstream gene is aqp-8 upstream region was the region from to upstream of the translational start site of aqp-8 also to be to an cell. We by the of the cell, that this cell may be the excretory gland cell. many are expressed for and we for the of the upstream regulatory region of aqp-8 using the by Biol. PubMed Scopus Google The sequence is a for of which was a conserved sequence from of known proteins M. PubMed Scopus Google Scholar). The sequence for the sequence was upstream of the region the of a with an in of Biol. PubMed Scopus Google Scholar). The an to the the to the of the we were to that aqp-8 is only in the between the and The of expression in the excretory cell and the excretory gland cell to be to and from may be by of the to we confirmed the expression of aqp-8 by a to the of the in These expression are with the C. elegans Analysis of of aqp-8 J. J. D.L. H. M. J. Riddle D.L. H. Biol. PubMed Scopus Google which show aqp-8 in and the of transcription corresponding to from cell C. elegans revealed that aqp-8 is expressed at a in of the and J. J. D.L. H. M. J. Riddle D.L. H. Biol. PubMed Scopus Google Scholar). The aqp-8 gene two that by an The a a Both AQP-8 have been confirmed by expressed sequence J. M. J. J. M. H. M. PubMed Scopus Google Scholar). the The mammalian of C. elegans AQP-8 is an expressed in the of and the The function to and for the of role for is to in these of the that are known to be to in In regulation of may be to large in are to H. J. Biol. PubMed Scopus Google Scholar). AQP-8, vertebrate has two with and M. M. 2002; PubMed Scopus Google Scholar). have been for the shorter of both AQP-8 and is that these are AQP-8, both water and J. M. M. 2002; PubMed Scopus Google Scholar). has been that AQP-8 may be for to osmotic expression have been to be induced are J. Scholar). The two in are located between the and which to the of the in of aqp-8 show in the excretory cell or to in osmotic pressures of with corresponding to M. M. J. PubMed Scopus Google in in from that of in of of AQP-8 to an of and aqp-8 have been shown to to with mobility to J. Scholar). To AQP-8 in the excretory cell we a translational of at the of a consisting of upstream region and of AQP-8 was to the expression revealed by the transcriptional a of the and The of the translational to the transcriptional may be to a protein of the protein to of for Cell of expression analysis of aqp-8 was for two in using the to both and To the upstream DNA for the excretory expression of aqp-8 in C. a of consisting of progressive 5′ deletions of the upstream regulatory region of aqp-8 were to the or cis-regulatory element was to a region the further of deletions the the regulatory element region to an between and expression and of the were with the aqp-8 upstream expression of expression in and shorter From the deletion analysis of the upstream regulatory we have that aqp-8 expression is modulated by at cis-regulatory element located the to to the translational start site of aqp-8. Phylogenetic of the aqp-8 the of the two nematode C. and C. are analysis of the rates in gene have revealed that the two have C. D.H. J. M. J. C. Biol. PubMed Scopus Google Scholar). their body and have the long DNA and functional DNA are to be the of both of their we to identify conserved functional In to the C. elegans C. elegans PubMed Scopus Google and C. C. D.H. J. M. J. C. Biol. PubMed Scopus Google the of two nematode C. and C. for a of the four upstream revealed a perfectly conserved region between the four nematode that the region bp to in C. by the upstream regulatory analysis The between the start of the and the translational start were well conserved with the in C. and C. The in the upstream of the that the of the element to the translational start site may be for the of the element to gene expression. of cis-regulatory upstream of the gene translational start in C. elegans has been with the C. J. D.L. Biol. Full Text Full Text PDF PubMed Scopus Google and H. Biol. Full Text Full Text PDF PubMed Scopus Google transcription binding of were DNA from located the by the the sequence the to was a in The revealed an sequence located at the to to the translational start site of the site to a POU and transcription consensus DNA binding site to the octamer The POU homeobox transcription have a region that of a a and a homeobox PubMed Scopus Google Scholar). The region with the of the DNA the with the Full Text PDF PubMed Scopus Google Scholar). POU transcription have been shown to processes in the vertebrate The C. elegans only three POU transcription and C. elegans PubMed Scopus Google Scholar). and functional of C. elegans POU transcription member have been in previous POU transcription is a protein that a role in neuronal development M. Full Text PDF PubMed Scopus Google Scholar). has been shown to be expressed in and where 100: PubMed Scopus Google Scholar). The consensus binding site sequence in C. elegans is which is to the binding site of mammalian Dev. PubMed Scopus Google Scholar). POU transcription is for development and of to M. Dev. PubMed Scopus Google Hall D.H. Dev. Biol. PubMed Scopus Google Scholar). the three C. elegans POU transcription a is the only that is expressed in the excretory cell. CEH-6 has been shown to be expressed in the development of the excretory cell in to four of the cell and and in the and Development. PubMed Google Scholar). The expression of only the expression of aqp-8 also the expression of the and expression a of aqp-8 expression. of and by of to that with development of the excretory cell M. M. J. PubMed Scopus Google D.L. PubMed Scopus Google Scholar). were with the of the at the octamer site the and with the of the at the of the octamer site the to the function of the the expression of the in the excretory cell, the to drive expression of the that the site is for to gene expression in the excretory cell. To further this we a octamer The of a at and The to a in the expression have shown that the are functional POU transcription binding D.L. J. Google J. PubMed Google Scholar). the in the octamer site to a of expression and of the POU to an octamer DNA have shown that the a DNA binding site in the region of the transcription Full Text PDF PubMed Scopus Google Scholar). The POU homeobox which this region of the DNA octamer are conserved POU transcription in both and C. elegans of the POU POU binding have been shown to expression in a of vertebrate we the of the octamer to drive expression of the of with aqp-8. To this we the by of The is of the promoter from C. elegans to a the has transcriptional The promoter be by the of upstream for the of determining the transcriptional of the elements. Using the we for the of the cis-regulatory element to an excretory system We four of the nematode conserved sequence to the of the The by the to the basal was in the excretory cell at and the expression of the at a the and We expression in the cell the excretory gland cell. may be to expression of in the cell the of the or that expression in the gland cell is by a cis-regulatory from this was in two The expression in the that the octamer may also be for transcription for expression in The excretory cell expression be by the of expression cis-regulatory which of the octamer element that were in the sequence to the is that the expression may be the between the cis-regulatory element and the translational start of a to have shown that the a POU homeobox transcription with DNA in conditions Biol. PubMed Scopus Google Scholar). for the to be by in vitro binding To the POU site is to C. elegans an was using the the octamer site with sequence The with C. elegans protein to a To the binding was with the were with the in binding The of a of to a in the of protein to the and were also in using the to be the same that the protein is the the of DNA in the to be in with The of a in the also to a in the of protein by the and We also an protein in the of the same in to a of an to sequence, The of the affect the protein binding These suggest that the element and sequence are to a that is in both the and the to the DNA of the the of aqp-8 transcription we CEH-6 in an using PubMed Scopus Google Scholar). We a using both aqp-8 and an which in C. elegans and nervous to a in the in which is expressed PubMed Scopus Google Scholar). of the with to expression in the of with both and to a of expression in the excretory cell The to at the a of expression. is with the of the that the is expression. Developmental was for with at we show that CEH-6 is the POU transcription that aqp-8 binding to POU homeobox transcription binding of by the confirmed of CEH-6 with the octamer we for in which the octamer was conserved between these three nematode C. C. and C. to of were to The four were that the gene is in C. C. and C. and that is at octamer in the The for are in were with the three the and were the Of the expression have been for and of the upstream regulatory using J. J. D.L. H. M. J. Riddle D.L. H. Biol. PubMed Scopus Google that excretory cell expression are for gene To octamer are in expressed in excretory we analysis the of three excretory cell We that the were and for the and Of the gene with the conditions have gene and a for determining the role of AQP-8 and for of with conserved octamer in their of of with expression of expression are the same the are with upstream are the same the gene and with upstream in a of in C. elegans that have upstream octamer and excretory and and excretory and and and expression in a has shown that of C. elegans excretory may be regulated by the cis-regulatory in with transcription D.L. J. Biol. Full Text Full Text PDF PubMed Scopus Google Scholar). is a expressed transcription and has been shown to be expressed in the body excretory cell, and D.L. J. Biol. Full Text Full Text PDF PubMed Scopus Google Scholar). of transcriptional in the by D.L. J. Biol. Full Text Full Text PDF PubMed Scopus Google a of gene expression. In addition, D.L. J. Biol. Full Text Full Text PDF PubMed Scopus Google two cis-regulatory that gene expression in the excretory cell. the expression of AQP-8 is regulated in the excretory of the transcriptional regulatory that to expression have been have the expression of AQP-8, we have that expression is in cell, which we to be the excretory gland cell. using a protein with a we have a of expression for aqp-8. we a model of transcriptional which is the of the POU homeobox transcription with an octamer in the upstream regulatory region of aqp-8. The binucleate excretory gland cell is the of a cell the gland cell has been to function a is the only cell in the excretory of the gland cell to in worm development or function conditions F.K. Riddle D.L. J. PubMed Scopus Google Scholar). to the excretory gland cell's role in the worm be by of regulation with the excretory cell. analysis using with from either or cell of cell aqp-8 was also in J. J. D.L. H. M. J. Riddle D.L. H. Biol. PubMed Scopus Google Scholar). of and cell of the have that the and are for in C. elegans Hedgecock E.M. Culotti J.G. Dev. Biol. PubMed Scopus Google PubMed Scopus Google Scholar). The of the excretory cell and the at the a that has been for the Dev. Biol. PubMed Scopus Google Scholar). for the in the is that the from cell during the cell for the expression of progressive deletions of the aqp-8 upstream regulatory we have a region for the expression of aqp-8. We to of the upstream regulatory region of aqp-8. The in with the from the promoter to identify a cis-regulatory element for expression of The cis-regulatory element to the octamer a DNA sequence known to POU homeobox transcription for of We that the transcription for aqp-8 excretory cell expression is CEH-6 using a which the in We that CEH-6 is in both the and protein The of a binding for the octamer site is to the that POU homeobox transcription have conserved and J. M. J. Biol. Full Text Full Text PDF PubMed Scopus Google C. M. Res. PubMed Scopus Google Scholar). of the POU homeobox and Brn1, three C. elegans that the two are conserved in the nematode POU proteins To the of we for the expression of a CEH-6 translational The revealed that the protein is both to the and the of the excretory cell The in POU has been to in a The C. elegans an of The from the was to be and we CEH-6 and are The also a of the protein in the in the may a for CEH-6 that The of these in CEH-6 transcriptional of with the a Analysis of the expression from the POU to the revealed that the also expression in the and and and The are with environmental to dictate M. 2002; PubMed Scopus Google Scholar). AQP-8 was in the AQP-8 may a role in in with these The function of the is that both the and the and a of the J. J. PubMed Google Scholar). The to the was to drive excretory cell expression of the in at a expression that the aqp-8 that are of the octamer element that are for the of which the of to a model for gene expression of aqp-8. is by of the region between the POU and the translational start site of four nematode which show of for for the expression a of the is that the may have an at a to the translational start be to which both of these are in this osmotic model of gene regulation has been also for aqp-8 J. Scholar). is that of the conserved upstream of aqp-8 may be for this of The vertebrate of CEH-6 is the POU homeobox of the POU transcription in the development of the nervous system C. Res. PubMed Scopus Google Scholar). Brn1 has been in expression to neuronal Dev. PubMed Scopus Google Scholar). Brn1 expression has also been in the of Dev. Biol. PubMed Scopus Google Scholar). The Brn1 in has been by in to be in neuronal and in the of the developing kidney in In addition, has been in by analysis M. J. Dev. PubMed Scopus Google Scholar). of to renal of revealed that of with their was to be to the the and the of of these tissues revealed a of and in three tissues H. M. M. Development. PubMed Scopus Google Scholar). The CEH-6 in the is expressed in the which the C. elegans excretory cell and mammalian is an analysis of the transcription is expressed during development M. C. M. J. M. Dev. 1999; PubMed Scopus Google Scholar). the excretory cell of in development Development. PubMed Google and to the role of POU homeobox in gene expression in we that many of the regulated by CEH-6 are for of renal and neuronal To that may be with we for in which the octamer was perfectly conserved in the upstream region of three nematode C. and C. using expression J. J. D.L. H. M. J. Riddle D.L. H. Biol. PubMed Scopus Google we the that the in the upstream region of excretory We a of determining these were to be expressed in the excretory cell. The was by the of expression for many of the a We that the of the the expression for a of the was analysis of in the we of the show expression in neuronal a that also CEH-6 to transcriptional regulation in be to the of the and of the and with determining expression to long The in the C. elegans is of long regulation are for the of cis-regulatory long may identify of gene to In addition, many expression determining in the using of the of these expression is that gene we have shown in the octamer sequence was perfectly conserved and functional in the upstream regulatory region of the octamer drive excretory cell expression. Due to these we have that the octamer a functional DNA region in the many in which is perfectly conserved between nematode is in to drive expression in the excretory cell. We to the expression of the promoter to a better of which tissues and at the octamer expression. this and the previous by D.L. J. Biol. Full Text Full Text PDF PubMed Scopus Google were for cis-regulatory that gene expression in the excretory cell, are transcription binding that affect excretory cell expression. In this we have revealed a conserved between a transcription and DNA binding which is to both renal and neuronal development in and in We the of H. M. and for to this We also the for the with
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».