MétaCan
Menu
Retour à la cohorte
Enregistrement W2153266303 · doi:10.1074/jbc.m511140200

Scanning the Membrane-bound Conformation of Helix 1 in the Colicin E1 Channel Domain by Site-directed Fluorescence Labeling

2005· article· en· W2153266303 sur OpenAlexaff
Abdiwahab A. Musse, Jie Wang, Gladys P. deLeon, Gerry A. Prentice, Erwin London, A. Rod Merrill

Notice bibliographique

RevueJournal of Biological Chemistry · 2005
Typearticle
Langueen
DomaineBiochemistry, Genetics and Molecular Biology
ThématiqueLipid Membrane Structure and Behavior
Établissements canadiensUniversity of Guelph
Organismes subventionnairesNational Institute of General Medical SciencesNational Institutes of Health
Mots-clésColicinChemistryFluorophoreHelix (gastropod)Fluorescence anisotropyFluorescenceLipid bilayerCrystallographyMembraneBiophysicsFluorescence in the life sciencesBilayerBiologyBiochemistryEscherichia coli

Résumé

récupéré en direct d'OpenAlex

Helix 1 of the membrane-associated closed state of the colicin E1 channel domain was studied by site-directed fluorescence labeling where bimane was covalently attached to a single cysteine residue in each mutant protein. A number of fluorescence properties of the tethered bimane fluorophore were measured in the membrane-bound state of the channel domain, including fluorescence emission maximum, fluorescence quantum yield, fluorescence anisotropy, membrane bilayer penetration depth, surface accessibility, and apparent polarity. The data show that helix 1 is an amphipathic α-helix that is situated parallel to the membrane surface. A least squares fit of the various data sets to a harmonic function indicated that the periodicity and angular frequency for helix 1 are typical for an amphipathic α-helix (3.7 ± 0.1 residues per turn and 97 ± 3.0°, respectively) that is partially bathing into the membrane bilayer. Dual fluorescence quencher analysis also revealed that helix 1 is peripherally membrane-associated, with one face of the helix dipping into the lipid bilayer and the other face projecting toward the solvent. Finally, our data suggest that the helical boundaries of helix 1, at least at the C-terminal region, remain unaffected upon binding to the surface of the membrane in support of a toroidal pore model for this colicin. Helix 1 of the membrane-associated closed state of the colicin E1 channel domain was studied by site-directed fluorescence labeling where bimane was covalently attached to a single cysteine residue in each mutant protein. A number of fluorescence properties of the tethered bimane fluorophore were measured in the membrane-bound state of the channel domain, including fluorescence emission maximum, fluorescence quantum yield, fluorescence anisotropy, membrane bilayer penetration depth, surface accessibility, and apparent polarity. The data show that helix 1 is an amphipathic α-helix that is situated parallel to the membrane surface. A least squares fit of the various data sets to a harmonic function indicated that the periodicity and angular frequency for helix 1 are typical for an amphipathic α-helix (3.7 ± 0.1 residues per turn and 97 ± 3.0°, respectively) that is partially bathing into the membrane bilayer. Dual fluorescence quencher analysis also revealed that helix 1 is peripherally membrane-associated, with one face of the helix dipping into the lipid bilayer and the other face projecting toward the solvent. Finally, our data suggest that the helical boundaries of helix 1, at least at the C-terminal region, remain unaffected upon binding to the surface of the membrane in support of a toroidal pore model for this colicin. The colicins are a family of antimicrobial proteins that are secreted by Escherichia coli strains under environmental stress, because of nutrient depletion or overcrowding, and these proteins often target sensitive bacterial strains (1Pugsley A.P. Microbiol. Sci. 1984; 1: 203-205PubMed Google Scholar). The lethal actions of colicins against their target cells are manifested in a number of different modes that include the following: (i) formation of depolarizing ion channels in the cytoplasmic membrane, (ii) inhibition of protein and peptidoglycan synthesis, and (iii) degradation of cellular nucleic acids (1Pugsley A.P. Microbiol. Sci. 1984; 1: 203-205PubMed Google Scholar, 2Cramer W.A. Dankert J.R. Uratani Y. Biochim. Biophys. Acta. 1983; 737: 173-193Crossref PubMed Scopus (77) Google Scholar, 3Stroud R.M. Reiling K. Wiener M. Freymann D. Curr. Opin. Struct. Biol. 1998; 8: 525-533Crossref PubMed Scopus (64) Google Scholar, 4Lakey J.H. Slatin S.L. Curr. Top. Microbiol. Immunol. 2001; 257: 131-161PubMed Google Scholar, 5Gillor O. Kirkup B.C. Riley M.A. Adv. Appl. Microbiol. 2004; 54: 129-146Crossref PubMed Scopus (105) Google Scholar, 6Cramer W.A. Heymann J.B. Schendel S.L. Deriy B.N. Cohen F.S. Elkins P.A. Stauffacher C.V. Annu. Rev. Biophys. Biomol. Struct. 1995; 24: 611-641Crossref PubMed Scopus (182) Google Scholar, 7Riley M.A. Wertz J.E. Annu. Rev. Microbiol. 2002; 56: 117-137Crossref PubMed Scopus (824) Google Scholar). In this context, the bacterial machinery responsible for colicin biological activity feature important mechanisms that are fundamental to various biological processes. These mechanisms include protein receptor binding, membrane translocation, membrane binding and protein unfolding, membrane insertion, voltage-gated ion channel formation, catalysis, and inhibition of enzymes. Colicin E1 is a member of the channel-forming subfamily of colicins and is secreted by E. coli that harbors the naturally occurring colE1 plasmid; the whole colicin consists of three functional segments, the translocation, receptor-binding domains, and channel-forming domains. Initially, the receptor-binding domain (8Brunden K.R. Cramer W.A. Cohen F.S. J. Biol. Chem. 1984; 259: 190-196Abstract Full PubMed Google with the receptor of target cells J. Cramer W.A. J. Biol. Chem. 1998; Full Full PubMed Scopus Google Scholar). receptor the domain with the the of colicin E1 the membrane and into the J.R. Uratani Y. Cramer W.A. M. J. Biol. Chem. 257: Full PubMed Google Scholar). In the the channel domain a to an state and into the cytoplasmic membrane of the an ion The channel the of in the of the and of the target of the cytoplasmic In an to for the membrane by the colicin E1 activity is in the in the of Cramer W.A. Stauffacher C.V. Full Full PubMed Scopus Google Scholar). The is A number of to the of the membrane-bound state of colicin of the surface of the colicin E1 channel to and was that the is to to that in W.A. Schendel Stauffacher C.V. Cohen F.S. Microbiol. Immunol. PubMed Google Scholar). The of the membrane-bound colicin E1 channel is or with the C-terminal to The membrane-associated closed state of the channel was also studied by fluorescence J. Biol. Chem. Full PubMed Google Scholar). the and the quencher The this were with the of in the closed channel and were in with by 259: PubMed Scopus Google an of cysteine of the channel the and of the of the colicin E1 channel were studied by Cramer W.A. PubMed Scopus Google and by J.H. Slatin S.L. Curr. Top. Microbiol. Immunol. 2001; 257: 131-161PubMed Google Scholar). the membrane-bound of the colicin E1 channel was analysis and was to that the a membrane-bound Biophys. J. 1995; Full PubMed Scopus Google Scholar). and J. Biol. Chem. Full Full PubMed Scopus Google Scholar, Biochim. Biophys. Acta. 2002; PubMed Scopus Google a of fluorescence to the membrane of the closed channel and that the channel that are in in one state is the M. Y. Cramer W.A. Sci. 1998; PubMed Scopus Google that the colicin E1 closed channel a helical with of the to the bilayer surface. Y. K. Schendel S.L. Cramer W.A. Sci. 1998; PubMed Scopus Google colicin in and that the data were with a single helical into the bilayer each colicin M. Cramer W.A. PubMed Scopus Google the in the binding and for the colicin channel domain and a for the membrane lipid in the of colicin E1 Cramer W.A. Biochim. Biophys. Acta. 2004; PubMed Scopus Google Scholar). Cramer W.A. 2004; PubMed Scopus Google that the channel activity of colicin E1 was sensitive to the membrane of the lipid bilayer that the channel a toroidal pore in the bilayer. A for into was by Elkins Cramer W.A. Stauffacher C.V. Full Full PubMed Scopus Google of the of the channel of colicin A and In this a of cysteine helix 1 of the colicin E1 channel domain, and the residue with the bimane the of site-directed fluorescence labeling to the membrane-bound of the closed state of the channel domain in membrane a number of and fluorescence properties of the bimane fluorophore tethered at different the channel domain, including fluorescence emission maximum, quantum yield, anisotropy, membrane depth, surface accessibility, and apparent polarity. squares harmonic function analysis of the properties of the tethered bimane at various helix 1 that this α-helix is amphipathic and is the membrane bilayer with face bathing the membrane and face with the solvent. and of E1 channel domain with an quantum of by to that by surface channel-forming domain of colicin E1 (1Pugsley A.P. Microbiol. Sci. 1984; 1: 203-205PubMed Google was a of E. coli the that in of the protein. proteins were and J. Biol. Chem. Full Full PubMed Scopus Google Scholar). were by and in of at a The was with and with 1 and The was with of the and with a The protein was an and against The of the protein was by and mutant proteins were at least The protein was by at an of of was for and colicin E1 channel domain with an fluorescence quantum the of by to that by surface of labeling of was a of in at for to the of the protein were with a of for The protein was a and with The of each protein was a The of the was the of bimane and The of the bimane and protein were the at and the of and of was for and The to the at bimane was for the of the protein The labeling of proteins was In to the cysteine one cysteine is the of the protein. of the of to the of the protein J. Biol. Chem. Full Full PubMed Scopus Google Scholar). of with in labeling the of the labeling and the of bimane labeling of the the were to attached to the cysteine and the in the labeling of were and in by a in and was the for J. Biol. Chem. Full Full PubMed Scopus Google Scholar). of fluorescence for the quencher were with a with a a protein in in the or of was for The was at and properties of were by the fluorescence of each protein with the fluorescence emission of and mutant proteins in were The and emission were and and the fluorescence emission was to were for the and for the of the and The fluorescence emission were the of the These data were to the of the mutant proteins with the protein. In the in channel activity of was also J. Biol. Chem. Full Full PubMed Scopus Google Scholar). fluorescence emission in the or of were measured to at The and emission were at and a was in the emission The or in was the and the were for the of the bimane fluorescence quantum in the and of of were in 0.1 a quantum PubMed Scopus Google Scholar). The was at the emission to in 1 The and emission were and The at the for the various and the was and the emission was at The the or in was the and the were for the of the the fluorescence and the at the of the and the the quantum was in where is the quantum of the and are the fluorescence of the and the A and are the at the of the and the The the of at least three fluorescence were by the of the and the was with a the and fluorescence the was in The measured was the of the and the was at and emission was at with a of is the of three A or in was each to the of the Dual and the of residues the and of bimane was measured E. PubMed Scopus Google Scholar, M. E. PubMed Scopus Google Scholar). the fluorescence of was measured a in emission and of protein or was the of a of an a and The fluorescence of the in the of the quencher was in a of was to each of The was at the emission at The and emission were and the of membrane-bound protein or protein were that the of The were to for at of the to of by to that by was to bimane in lipid The was where is the fluorescence of a and and are the fluorescence in the of or of the of to of the bimane fluorescence to was with bimane a was by with of in for 1 The was and in of to The fluorescence emission and of in of different were of the of each residue in helix 1 of to a was the J. Chem. 1998; Scopus Google and the of the colicin E1 Cramer W.A. Stauffacher C.V. Full Full PubMed Scopus Google Scholar). the colicin E1 channel domain were the fluorescence a J. Biol. PubMed Scopus Google Scholar). In the periodicity and the angular frequency of the fluorescence were a least squares fit of the data the harmonic function in where a is the is the is the and is an were an by The of the colicin E1 channel domain, is in and the protein including helix 1 in the that was is indicated by the the of helix 1 and also the of the residues are that to the of each residue The channel domain is a of that is of helical that include helix 1 with helix a helical that a the and and the C-terminal helix is that the A of the channel domain are in with the membrane, an important in channel formation Cramer W.A. Stauffacher C.V. Full Full PubMed Scopus Google Scholar). The 1 and is and in helix 1 the of the is to the to to to the the cytoplasmic membrane of the bacterial Cramer W.A. Stauffacher C.V. Full Full PubMed Scopus Google Scholar). of and in the channel domain of colicin A and for of S.L. J.H. 2002; PubMed Scopus Google Scholar). and functional of colicin A and channel that the of the the channel properties of these proteins S.L. J.H. 2002; PubMed Scopus Google Scholar). In the fluorescence a of protein in channel activity analysis to the of the the of cysteine and the bimane labeling the and functional of the protein. membrane binding analysis of the revealed that the for membrane of the channel the channel domain of colicin the binding of to under 0.1 lipid for the protein the activity was J. Biol. Chem. Full Full PubMed Scopus Google Scholar, J.B. Cramer W.A. PubMed Scopus Google Scholar). The binding per and are in with for the colicin channel J. Biol. Chem. Full Full PubMed Scopus Google Scholar, J.B. Cramer W.A. PubMed Scopus Google Scholar). the of mutant proteins and that were with of the that the of the was or that of the channel The in channel of and mutant proteins were also with the channel domain J. Biol. Chem. Full Full PubMed Scopus Google of the for the and the of colicin E1 channel are the ± the at least ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± are the ± the at least in a The of the bimane of the in the the of the bimane the of the into three of mutant proteins with and and the of and were to with in the of the attached bimane fluorophore and the are with the amphipathic of this in the state of the protein. the that to each residue the channel was in to the measured with the of each The of the and to with with The least squares to a harmonic function of the for helix 1 residues in the membrane-associated state of are in The of the for the membrane-bound state of helix 1 is to that of the that the amphipathic of this of the protein is upon binding to the The of the attached bimane helix 1 in the membrane-bound state are with their in the the in the of the of helix 1 upon membrane of the to the to the bimane for the mutant proteins with the apparent of the of the a was by the of a in a with apparent for proteins and of apparent PubMed Scopus Google Scholar). with the of PubMed Scopus Google the of with the of the solvent. are in the and least squares analysis of the the and the of the of these are for and for The and the of the are with the by and PubMed Scopus Google Scholar). the of the the apparent of helix 1 in the state of and the of each is a of the surface of each the of the and the surface of that in a J. Chem. 1998; Scopus Google Scholar). with are residues with are J. Chem. 1998; Scopus Google Scholar). The apparent of the and the of helix 1 residues show is the apparent the apparent and of residues at the and C-terminal of helix 1 and at least partially the was that the of helix 1 was in the and that the the and of the helix Cramer W.A. Stauffacher C.V. Full Full PubMed Scopus Google Scholar). The apparent of the of the helix 1 by the and the bimane labeling at that the residues at the of helix 1, and are a of a turn 1 and that is that the of the at these because of a a of the and Finally, the fluorescence of bimane attached at these A and is with this under and of Helix the apparent of the membrane-bound mutant The apparent of the mutant proteins and are with residues at the of the is in to the apparent of bimane to the mutant proteins and M. Cramer W.A. J. Biol. PubMed Scopus Google that of the of the these of the residues in the the surface of the membrane of helix 1 the membrane-bound channel the measured apparent of the bimane are the for the of the membrane, the of a for this of the protein in the closed channel the bimane fluorescence for mutant proteins in the The of bimane at the a to the and apparent proteins to helix 1 and fluorescence is in to the for to and their apparent and the bimane tethered to proteins and with of is also in with the for The fluorescence of and and of and show apparent of a of with of residues the protein. a for these fluorescence that the bimane tethered at these because of the bimane fluorescence of the mutant proteins upon membrane The residue for the membrane-bound state is different the state at the is for the and C-terminal of helix is a of the bimane and a the membrane-associated and state of was the of the fluorescence the of the are the for the membrane-associated mutant proteins is that for the The of bimane tethered to the of helix 1 is and a with to the A and The in the of this helix 1 in the membrane-associated state by the binding of the to the of helix the bimane fluorescence quantum for helix 1 mutant proteins in the and membrane-associated The quantum of in the state and and In the bimane quantum for the membrane-associated mutant proteins were in and and In the bimane tethered at and in the of these and These are the for in and the of the of these mutant proteins suggest the of fluorescence the of the tethered at these helix 1 In D. J. Chem. Scopus Google and and 2002; PubMed Scopus Google that a and to a bimane fluorescence PubMed Scopus Google Scholar, D. J. Chem. Scopus Google Scholar). The colicin E1 channel domain consists of three residues and these residues are to the helix 1 in the state of the protein. the of the that residues are of these helix 1 the are and is helix with projecting toward the of helix 1, and of the helix 1 and helix In the of is also to and of the residues of helix 1, is also in to and the of and toward the of the protein where are in to the bimane of and to fluorescence a number of residues helix 1 and of the fluorescence quantum of of the colicin E1 channel in the and membrane-associated were in 0.1 the quantum are the ± of at least ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± were in 0.1 the quantum are the ± of at least in a of the bimane by with residues by of the protein upon binding to the membrane, the of the for the membrane-associated by and In to these and that for analysis also in A and the and for the membrane-bound the of is in of these of of these that are in with the periodicity of the fluorescence and the fluorescence and A and Dual of Helix the of the the bilayer or surface of each fluorophore was the E. PubMed Scopus Google Scholar, M. E. PubMed Scopus Google Scholar, E. PubMed Scopus Google Scholar). In these the of bimane at each by a quencher that in the is with the by one the bilayer. and were and the of a a is sensitive to the of the with a a or at the of the a a the bilayer surface E. PubMed Scopus Google Scholar, M. E. PubMed Scopus Google Scholar, E. PubMed Scopus Google Scholar). this the of the of E. PubMed Scopus Google Scholar, M. E. PubMed Scopus Google Scholar). the of analysis of the helix 1 of with the quencher and the membrane is a the of by and also by is apparent that of the bimane helix 1 are to to the the helical periodicity in the analysis data were with for the fluorescence anisotropy, and quantum The a and of the of in model E. PubMed Scopus Google Scholar, M. E. PubMed Scopus Google Scholar). The data in that residues and and are the membrane bilayer. In residues and are or to the to the quencher of bimane in the and of for residues a of the helix with to the bilayer. is that protein that amphipathic in the the with residues per The of the to the to the residues the of the the of J. Biol. PubMed Scopus Google to the various fluorescence the for helix 1 of the colicin channel domain is this the periodicity a least squares harmonic function analysis of the that helix 1 in the channel domain is a residue per turn periodicity apparent and and ± 0.1 is the for an amphipathic also an angular frequency of the periodicity and ± amphipathic helix is the analysis was to the helix 1 data for the membrane-associated channel domain, was also that helix 1 amphipathic membrane-bound with an of ± 0.1 residues per turn and of 97 ± by apparent and of least squares harmonic function analysis of the fluorescence the residues per turn periodicity of the the angular frequency of the periodicity were in the ± ± ± ± the residues per turn periodicity of the the angular frequency of the were in the in a of the colicin E1 channel to lipid at in of the to the formation of a membrane-bound of the with the membrane binding revealed M. Cramer W.A. PubMed Scopus Google Scholar). These are binding helix bilayer M. Cramer W.A. PubMed Scopus Google Scholar). The of the protein with model to the of (i) of the and the of these with to the amphipathic (ii) of helix 1 the of the by the the helical by and and helix and (iii) of the M. Cramer W.A. J. Biol. PubMed Scopus Google Scholar). of colicin E1 upon membrane to the membrane of the and the helical the of an the surface of the A number of a of and in the to the of the membrane-bound colicin channel protein. of the for the closed channel state include a that an helical by a single helical and that a and a state J. Biol. Chem. Full PubMed Google Scholar, 259: PubMed Scopus Google Scholar, J. Biol. Chem. Full Full PubMed Scopus Google Scholar, Biochim. Biophys. Acta. 2002; PubMed Scopus Google Scholar, M. Y. Cramer W.A. Sci. 1998; PubMed Scopus Google Scholar, Y. K. Schendel S.L. Cramer W.A. Sci. 1998; PubMed Scopus Google Scholar, 1998; PubMed Scopus Google Scholar, E. J. 1998; Google Scholar, Cramer W.A. Sci. 1: PubMed Scopus Google Scholar). of these upon a of the of the colicin E1 channel domain, a by of the protein in membrane-bound state is the of and Sci. 8: PubMed Scopus Google where a of single cysteine the of the colicin E1 channel was In that the region, and 1, A and was to an and partially single α-helix of residues including Sci. 8: PubMed Scopus Google Scholar). The site-directed fluorescence labeling data for the amphipathic of helix 1 to the membrane bilayer is the harmonic function analysis of the fluorescence data that the periodicity and angular frequency of helix 1 upon binding to the membrane surface. The data also support the of that that helix 1 the surface of the membrane with face bathing the of the bilayer. In single mutant channel that for was in the membrane and the bilayer and ± the J. Biol. Chem. Full PubMed Google Scholar, J. Biol. Chem. Full Full PubMed Scopus Google Scholar). the of the of the measured is to the helix of this the of the a is with the of the to of the membrane-bound closed channel state of the protein Cramer W.A. Sci. 1: PubMed Scopus Google Scholar). a residue by residue of the and bilayer of helix 1, these and the that of this helix is against or of helix in the closed channel The quencher analysis is a of the bilayer of a and this was to the bilayer penetration of helix The this analysis were in with apparent fluorescence anisotropy, and fluorescence quantum that helix 1 is to the membrane surface and is parallel to the bilayer surface. a model of helix 1 in the closed channel The and the of the channels by colicins upon in In is the of the of that the voltage-gated channel a channel with an of of the and the of the membrane and of of the membrane-bound the of the are the helical by and of the protein. to the of the segments, various of indicated the formation of at least Cramer W.A. PubMed Scopus Google Scholar, J. Biol. Chem. Full Full PubMed Scopus Google Scholar, Cramer W.A. Sci. 1: PubMed Scopus Google Scholar, Slatin S.L. J. PubMed Scopus Google Scholar, S.L. D. D. J. Biol. 2004; PubMed Scopus Google Scholar). of these include an helix by the of 1 and of the one of the helix is an of the of colicin E1 membrane and the of the of the protein in the membrane-bound state Sci. 8: PubMed Scopus Google our data the of 1 and into an helix a feature of the closed channel state of colicin E1 and the of the channel These the toroidal model for the colicin E1 channel by Cramer and Cramer W.A. Biochim. Biophys. Acta. 2004; PubMed Scopus Google Scholar, Cramer W.A. 2004; PubMed Scopus Google and the of in an membrane in to a channel with a of The toroidal lipid pore model to the of activity of antimicrobial Cramer W.A. Biochim. Biophys. Acta. 2004; PubMed Scopus Google and this model a for membrane lipid in the formation of membrane by the important for the toroidal model is the of the activity to membrane lipid where with pore formation of the Cramer and Cramer W.A. 2004; PubMed Scopus Google the of colicin E1 activity membrane to a toroidal pore model for this The harmonic function analysis of our fluorescence data of the periodicity of in the and membrane-bound of the protein. In the of colicin the of helix 1 and the of the turn to that helix 1 helix 1, A and is in channel-forming colicins and is in the turn that helix 1 and in of channel-forming our data suggest that the helical boundaries of helix 1, at least at the C-terminal region, remain unaffected upon binding to the surface of the our data that the of of helix 1 and into a single amphipathic helix of the channel are by the the of the channels by the colicin and A S.L. D. D. J. Biol. 2004; PubMed Scopus Google Scholar). In this of proteins that to helix 1 of the colicin were to into the membrane with the helix 1 and a the and of the channel state S.L. D. D. J. Biol. 2004; PubMed Scopus Google Scholar). colicin this is to partially to the of the membrane, and the of helix is the to the and of the and of the In to our of the of the colicin our to residue by residue the membrane of colicin E1 in closed channel state and channel is that this to of these and the that the of this in the to residues the colicin E1 channel domain that the is a and for protein and also for membrane protein D. J. Chem. Scopus Google Scholar, E. M. Y. Chem. Scopus Google Scholar). is to protein and is to for into the membrane bilayer at and in a of also the of and PubMed Scopus Google Scholar, 2002; PubMed Scopus Google in the of the fluorescence of bimane to the of membrane-associated In our that the bimane fluorescence and quantum that to a these is our that these in the to the of the of the colicin E1 channel domain in the membrane-bound state by various including fluorescence for in the of this

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 distillée sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.

score de la tête « metaresearch » (Codex)0,001
score de la tête « metaresearch » (Gemma)0,000
Version: codex-gemma-dda1882f352aStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Expérimental (laboratoire) · Signal consensuel: Expérimental (laboratoire)
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,004
Score d'incertitude au seuil0,283

Scores Codex et Gemma par catégorie

CatégorieCodexGemma
Métarecherche0,0010,000
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0000,000
Études des sciences et des technologies0,0000,000
Communication savante0,0000,000
Science ouverte0,0000,000
Intégrité de la recherche0,0000,000
Charge utile insuffisante (le modèle a refusé de juger)0,0000,000

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.

Tête enseignante Opus0,012
Tête enseignante GPT0,251
Écart entre enseignants0,238 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_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 découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeExpérimental (laboratoire)
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations33
Publié2005
Routes d'admission1
Résumé présentoui

Explorer davantage

Même revueJournal of Biological ChemistryMême sujetLipid Membrane Structure and BehaviorTravaux en français237 207