sentences
stringlengths
1
6.19k
matches
dict
sem_embed
listlengths
768
768
rhet_embedding
listlengths
768
768
aid
stringlengths
7
11
Category
stringclasses
13 values
3.
{ "m": "Restating a result or one of several results", "s": "722.48" }
[ 0.11544610559940338, 0.06747869402170181, -3.5467567443847656, 0.08254779130220413, 0.5700334310531616, 1.8478693962097168, -0.35488277673721313, -0.35385167598724365, -0.6621233224868774, 0.754045307636261, -0.6219028234481812, 0.37893152236938477, 0.5725975632667542, -0.2969703674316406,...
[ 0.24204128980636597, -0.17283201217651367, -1.0063420534133911, -0.18460002541542053, -0.489246129989624, 1.241554856300354, -1.01885986328125, -0.20868617296218872, -1.043384313583374, 0.3977373242378235, -0.6250805854797363, 0.9149389863014221, 0.16297659277915955, -1.2705352306365967, ...
W1564659618
Result
From Compensation to Resettlement Need The ReformistManagerial Approach 4.
{ "m": "Making recommendations for further research work", "s": "478.99" }
[ 0.30084115266799927, 0.7914184331893921, -3.3641574382781982, -0.30613604187965393, -0.18432743847370148, 0.07095244526863098, 0.014131961390376091, 0.45395389199256897, 0.7078192234039307, 0.5679067969322205, -0.6301808953285217, -0.21409368515014648, 1.4355342388153076, 0.703948318958282...
[ -0.8274579048156738, -0.3967234492301941, -0.7707042694091797, 0.3910733461380005, 0.8232837915420532, -0.1500696837902069, 0.20199455320835114, -0.3104398846626282, 0.20318381488323212, 0.8653120398521423, 0.8658924698829651, 0.5602558851242065, -0.930668294429779, 1.6084380149841309, 0...
W1564659618
Reccomendations
DeFamiliarising the Economy and Development 5.
{ "m": "Restating a result or one of several results", "s": "596.58" }
[ 1.3613717555999756, 0.7178366184234619, -4.000495910644531, -0.4428403079509735, 0.9119640588760376, 1.027846336364746, 0.7291079163551331, -1.1093693971633911, 0.4750671684741974, -0.43431204557418823, -0.47728946805000305, -0.4366227686405182, 1.7017178535461426, -0.05663854256272316, ...
[ 1.8180028200149536, 1.1065843105316162, -3.32926344871521, -0.6594928503036499, 0.40444502234458923, 0.27488622069358826, -0.7628940939903259, -1.7998448610305786, 0.2026386260986328, -0.6425709128379822, -0.03302285447716713, 1.092665195465088, 0.342761367559433, 0.7142429351806641, 1.5...
W1564659618
Result
A Critique of Received Theories of Dislocation, Compensation and Resettlement 6.
{ "m": "Describing the research design and the methods used", "s": "615.41" }
[ 1.1908576488494873, 0.5694844126701355, -3.2816553115844727, -0.8908767700195312, 0.9902188181877136, 0.5831863284111023, 0.45701393485069275, 0.5989544987678528, 0.9132484793663025, 0.36300408840179443, -0.5599663257598877, -0.1569930464029312, 2.027310371398926, 0.1624225378036499, 0.3...
[ -0.10944017767906189, -1.2242176532745361, -0.5583317875862122, -1.0375722646713257, 0.19579970836639404, 0.30329591035842896, 0.5082504153251648, -1.436822772026062, -0.38468658924102783, 0.2624979317188263, 0.3035704493522644, 0.9798443913459778, 0.411892831325531, 1.568541169166565, -...
W1564659618
Method
Western Marxism and its Theory of Primitive Accumulation Limits and Limitations 7.
{ "m": "Providing background information: reference to the purpose of the study", "s": "598.73" }
[ 1.2349001169204712, 1.6658326387405396, -3.3712077140808105, -0.004054649733006954, 0.19410406053066254, 0.41384294629096985, 0.6785333752632141, -1.0595014095306396, -0.2297959327697754, 0.7472112774848938, 0.3013075590133667, -0.645637571811676, 0.89994215965271, -0.06326662749052048, ...
[ 0.7228513360023499, -0.20401544868946075, -1.6660892963409424, -0.38861769437789917, -0.2662214934825897, 0.4125055968761444, -0.1252242624759674, -1.6547279357910156, -0.07673784345388412, 0.391414076089859, 1.2720038890838623, 0.35258573293685913, 0.6207820177078247, -0.15827178955078125...
W1564659618
Background
Primitive Accumulation World of the Third Marxian Perspective on Dislocation 8.
{ "m": "Describing the characteristics of the participants", "s": "608.08" }
[ 1.542884349822998, 0.892196536064148, -3.0742363929748535, -0.7947442531585693, 0.5383674502372742, 1.2036409378051758, 0.1635238230228424, -0.23076188564300537, -0.4631265103816986, 0.5436298251152039, -0.5852726101875305, -0.38484901189804077, 1.0499540567398071, -0.26492348313331604, ...
[ 0.19660472869873047, -0.2622840106487274, -1.3373507261276245, -1.0627508163452148, 0.33396387100219727, 0.46094831824302673, 0.7553672790527344, -2.6446094512939453, -0.001449932111427188, -0.3102281093597412, -0.34262967109680176, 1.066198706626892, 0.5862956047058105, -0.175502032041549...
W1564659618
Method
Two Case Studies of Primitive Accumulation in India Special Economic Zone and Plachimada 9.
{ "m": "Synthesising sources: contrasting evidence or ideas", "s": "615.56" }
[ 1.4994556903839111, 1.220802664756775, -3.2470080852508545, 0.6820052862167358, 0.9074468016624451, 0.2932971715927124, 0.37201887369155884, -0.44863805174827576, 0.7697652578353882, 0.5778860449790955, 0.0716768205165863, -0.43659868836402893, 2.199402332305908, -0.6037446856498718, 0.1...
[ 0.3638930320739746, -0.2701581120491028, -2.420926570892334, -0.7405861020088196, 0.36090144515037537, -0.5258695483207703, -0.7070775032043457, -1.4436484575271606, -0.5030606985092163, 0.29382550716400146, 0.8324007987976074, -0.3905284106731415, 0.8689042329788208, -1.4230962991714478, ...
W1564659618
Uncertainty
From Resistance to Resettlement Right Confronting the Subjects of Development and Policy Paradigms
{ "m": "Establising the importance of the topic as a problem to be addressed", "s": "462.56" }
[ 0.08468224108219147, 1.0208882093429565, -3.7045018672943115, -0.4631556272506714, 1.8535715341567993, 1.1511263847351074, -0.34069979190826416, 0.08192984759807587, 0.7766639590263367, 0.4023474454879761, -0.14386577904224396, -0.9507833123207092, 1.6603862047195435, -0.04405171424150467,...
[ -0.8942649960517883, 0.6326050758361816, -1.7770683765411377, -0.12536513805389404, 1.7121400833129883, 1.1175110340118408, -2.419240713119507, -2.1424033641815186, -0.08054543286561966, 1.7226446866989136, -0.22502051293849945, 0.9777329564094543, 0.42816105484962463, 1.1304868459701538, ...
W1564659618
Importance
Coral reef management has focused traditionally on the biophysical aspects of coral reefs, but today reefs are coming under increasing pressures from human activities.
{ "m": "Previous research: area investigated as the sentence object", "s": "520.27" }
[ 0.7025661468505859, 1.996545433998108, -3.5647966861724854, -0.9112080335617065, 1.5970869064331055, 1.1625806093215942, 0.9913896322250366, -1.1715898513793945, 0.34524431824684143, -0.3338797986507416, 0.8069841265678406, -0.45470595359802246, 1.2106958627700806, 0.9035683870315552, 0....
[ 0.9262554049491882, -0.25204384326934814, -1.0892139673233032, -1.1895971298217773, -0.5718065500259399, 1.8227170705795288, 0.23469114303588867, -1.1875901222229004, 0.6139165759086609, 0.29682204127311707, 1.0489133596420288, 0.5728974342346191, 1.6182022094726562, 1.0435762405395508, ...
W1491002873
Background
Understanding the socioeconomic context of reef stakeholders is essential for assessing, predicting and managing reef use.
{ "m": "Establishing the importance of the topic for the world or society", "s": "346.04" }
[ 0.8662352561950684, 2.158630847930908, -3.4039173126220703, -1.2661164999008179, 1.8316881656646729, 0.9741167426109314, 0.8299560546875, -1.1559350490570068, 0.2934383451938629, 0.6346945762634277, 0.619396984577179, 0.4671620726585388, 0.9850766062736511, 0.29257774353027344, 0.3320655...
[ -0.8181090354919434, 1.5773439407348633, -0.14001737534999847, 0.04083690792322159, 2.2066073417663574, 0.02945617213845253, -0.14898259937763214, 0.4578620493412018, 2.163357973098755, 0.3795803189277649, -0.34713980555534363, 0.513351559638977, -0.585292398929596, 0.2878853380680084, 2...
W1491002873
Importance
This manual will assist coral reef managers around the world in making basic socioeconomic assessments in their communities.
{ "m": "Stating the purpose of the thesis, dissertation, or research article (note use of present tense)", "s": "403.12" }
[ 0.4687812924385071, 1.186867594718933, -3.963681936264038, -1.529832124710083, 1.1623215675354004, 0.5433862209320068, 1.4291678667068481, -0.8056886792182922, 0.01078768726438284, 0.4169629216194153, 0.21001304686069489, -0.6552625298500061, 0.9433016180992126, 0.18735922873020172, 0.32...
[ -0.2998252809047699, -0.013512982986867428, 0.040447983890771866, 0.5214402675628662, 1.4921611547470093, -0.9187599420547485, 0.0018630867125466466, -2.4928276538848877, 0.016010832041502, -0.5841001868247986, 0.039034269750118256, 2.0338404178619385, 0.12226594239473343, -0.8932663202285...
W1491002873
Purpose
Posttraumatic seizure is a wellknown and serious complication of traumatic brain injury TBI.
{ "m": "Establising the importance of the topic as a problem to be addressed", "s": "346.24" }
[ 1.750994324684143, 1.800876498222351, -2.83558988571167, -0.8019837141036987, 1.068718671798706, 0.5977083444595337, 0.9062519669532776, 2.2714970111846924, 0.4768124520778656, -0.2680150866508484, -0.08595512062311172, 0.08155310899019241, 0.5042550563812256, -0.8137131333351135, 0.8502...
[ 2.0620579719543457, 0.7814739942550659, -0.5554927587509155, -0.5030959844589233, 0.6279107928276062, 1.4075065851211548, -0.8672717809677124, 0.20475170016288757, 1.0942915678024292, -0.8033062219619751, 0.5329559445381165, 1.6411136388778687, -0.7329245805740356, -0.15739598870277405, ...
W130710844
Importance
The incidence and risk factors vary among study populations.
{ "m": "Describing the process: typical verbs in the passive form", "s": "509.4" }
[ 0.6790003180503845, 0.9737253189086914, -3.487175226211548, 0.486974835395813, 1.0257892608642578, 1.18079674243927, 0.6068373322486877, -0.591107189655304, 0.42566823959350586, 0.2735050916671753, 0.7299473881721497, 0.40801143646240234, 1.4218271970748901, 0.2830640375614166, 0.2156529...
[ 1.0739191770553589, -0.49493876099586487, -2.835442304611206, 0.839522659778595, 2.2212612628936768, 0.42933008074760437, 0.4816169738769531, -1.6990717649459839, 1.0324058532714844, -1.0215344429016113, 0.5676596760749817, 1.6165019273757935, -0.9144003391265869, 1.3374522924423218, 0.3...
W130710844
Method
Very little data have been published concerning this in the Malaysian population.
{ "m": "Noting the lack of or paucity of previous research", "s": "219.88" }
[ 0.7860524654388428, 0.5727828741073608, -3.711373805999756, 0.4176214933395386, 0.27593186497688293, 1.263465404510498, -0.07273855805397034, -0.35526368021965027, 0.40659672021865845, -0.8496353030204773, 0.42538824677467346, -0.6244980096817017, 1.2175965309143066, -0.27742698788642883, ...
[ -0.023152383044362068, -1.001920461654663, -1.9901390075683594, 0.46069663763046265, 0.49394547939300537, 2.0484964847564697, -0.17361678183078766, 0.5187476277351379, -0.841995120048523, -2.2873854637145996, -0.04068543016910553, 0.7565456628799438, 0.42263418436050415, -0.575506448745727...
W130710844
Uncertainty
The aim of this study was to ascertain the risk factors for the development of early posttraumatic seizures among patients with TBI.
{ "m": "Stating the aims of the current research (note frequent use of past tense)", "s": "335.83" }
[ 0.9914870858192444, 1.0977096557617188, -2.978851556777954, -0.7906743288040161, 1.0201536417007446, 1.011988878250122, 0.9225925207138062, 0.7824752330780029, 0.0696026161313057, -0.6645817160606384, -0.18084821105003357, 0.6393044590950012, 0.5235084891319275, -0.37440720200538635, 0.6...
[ 0.28329119086265564, 1.4430842399597168, 0.9510135650634766, -0.08765621483325958, -0.32859963178634644, -0.12476389110088348, -0.9493921995162964, -1.567449688911438, -0.37529411911964417, -1.113747000694275, -0.015221629291772842, 2.2716972827911377, 1.516139268875122, -0.224612742662429...
W130710844
Hypothesis
This was a prospective observational study, carried out in Hospital Universiti Sains Malaysia, Kubang Kerian, Kelantan, under the Department of Neurosciences.
{ "m": "Previous research: area investigated as the sentence subject", "s": "597.75" }
[ -0.020729731768369675, 0.8747370839118958, -2.953709840774536, -0.8526793122291565, 0.2797432839870453, 0.3752386271953583, 0.017640220001339912, -0.08350640535354614, 0.5551531910896301, -0.595609188079834, 1.3524141311645508, 0.09827470034360886, 1.431767463684082, -0.3556823432445526, ...
[ 0.040688931941986084, -0.12604941427707672, -1.3119404315948486, -1.0621696710586548, -0.39015811681747437, 0.001918778638355434, -0.6610903739929199, -0.35670194029808044, -0.8640745878219604, 0.8557203412055969, -0.7571230530738831, 0.24174517393112183, 0.052280206233263016, -1.842297434...
W130710844
Background
A total of 157 patients, from all age groups, who were diagnosed with TBI were enrolled from June 2007 to December 2007.
{ "m": "Describing the characteristics of the participants", "s": "397.5" }
[ -0.23600804805755615, 1.1359964609146118, -3.0854055881500244, -0.4028594195842743, 0.867330014705658, 0.6436390280723572, 0.4143710136413574, 0.46677833795547485, 0.34855419397354126, -0.26036781072616577, -0.8293966054916382, 0.2720877230167389, 0.6671274304389954, -1.314461350440979, ...
[ -0.32795342803001404, 0.7205126881599426, -3.399078369140625, -2.0074808597564697, -0.22960452735424042, -0.7226288914680481, 0.5528526902198792, -0.5929804444313049, -0.6650314331054688, 0.6791607737541199, -0.7058277130126953, 0.0688297227025032, 1.6786949634552002, -0.5615096092224121, ...
W130710844
Method
They were followedup for 12 months until death or their first posttraumatic seizure.
{ "m": "Restating a result or one of several results", "s": "585.65" }
[ 1.537592887878418, -0.4569772481918335, -3.7700154781341553, -0.8670668601989746, 0.8682838082313538, 0.48353099822998047, -0.3158372938632965, 1.268453598022461, 0.2778550684452057, 0.12288181483745575, -1.5179880857467651, -0.010000291280448437, 0.8181560039520264, -0.42302417755126953, ...
[ 1.6703435182571411, 0.2636581361293793, -1.6902717351913452, -0.7210659980773926, 1.0276830196380615, 0.0916159525513649, -0.7623999118804932, -0.05151832103729248, 0.5276948809623718, 0.04299294948577881, -1.0880464315414429, 1.9135299921035767, 0.12726585566997528, -0.9772536754608154, ...
W130710844
Result
Survival analysis with KaplanMeier curves and Cox proportional hazards regression was performed.
{ "m": "Describing the process: typical verbs in the passive form", "s": "393.84" }
[ 0.5683445334434509, -0.7656097412109375, -3.921976327896118, 0.34126895666122437, 0.461487352848053, 0.4973687529563904, -0.2482389211654663, -0.6804949641227722, -0.8738516569137573, 0.1944291591644287, 0.14502449333667755, -0.3637435734272003, 2.160536050796509, 0.41199907660484314, 0....
[ 1.3290733098983765, -1.8142963647842407, -2.449774742126465, 0.27575093507766724, 1.7058733701705933, -1.1172583103179932, 2.0575850009918213, -0.7739565372467041, -0.19193041324615479, -0.30038565397262573, -1.4539780616760254, 0.8735430240631104, 1.1585195064544678, 1.0205140113830566, ...
W130710844
Method
A total of 11 7.0 of the patients developed early posttraumatic seizures.
{ "m": "Reporting positive and negative reactions", "s": "456.75" }
[ 0.9063407778739929, 0.2889026701450348, -3.5552690029144287, -0.5557660460472107, 0.9188405871391296, 0.23345577716827393, 0.3700583279132843, 0.9637498259544373, 0.8196816444396973, -0.5545084476470947, -0.634286642074585, -0.5207462906837463, 0.7557694911956787, -0.8351697325706482, 0....
[ 2.1908414363861084, -0.7992599606513977, -2.147584915161133, 0.0004458521434571594, 1.7142000198364258, -0.9484123587608337, 0.43208569288253784, -1.275864839553833, 0.4092651903629303, -0.8947346210479736, -1.0726964473724365, 0.5643624663352966, 0.8214396238327026, -0.42106348276138306, ...
W130710844
Result
The risk factors for early posttraumatic seizures were young age P 0.021, 95 CI 0.806 to 0.982 and intubated patients P 0.029, 95 CI 1.194 to 25.913.
{ "m": "Describing the characteristics of the participants", "s": "456.3" }
[ 1.0001617670059204, 0.2022765427827835, -3.579859972000122, -0.4611298441886902, 0.6740256547927856, 1.2696826457977295, 0.9507287740707397, 0.7356553673744202, 0.5206058621406555, -1.1040531396865845, -0.3865567743778229, 0.7782061696052551, 0.6570777893066406, -0.7533278465270996, 0.58...
[ 0.7014305591583252, 0.02108868956565857, -1.8131756782531738, -0.8386373519897461, 1.0297044515609741, -0.34857338666915894, 1.7236802577972412, -1.7906900644302368, -0.8287500143051147, -1.3126837015151978, -0.10248029232025146, 1.2901564836502075, 1.8508288860321045, 1.1800848245620728, ...
W130710844
Method
The incidence of early posttraumatic seizures in the local population was 7.0.
{ "m": "Stating a positive result", "s": "431.27" }
[ 1.1779695749282837, 0.06568116694688797, -3.6032328605651855, -0.845497727394104, 0.415052205324173, 0.5299656987190247, 0.7920633554458618, 1.156556487083435, 0.7018307447433472, -0.3764626979827881, 0.19748260080814362, -0.571821391582489, 0.5869349241256714, -0.646495521068573, -0.201...
[ 1.500798225402832, -0.008897843770682812, -1.416609525680542, 0.2926086485385895, 0.8208714723587036, 0.8854612112045288, 0.39954033493995667, -1.227952480316162, 0.014778182841837406, -2.0379602909088135, -0.5260218381881714, 1.5550267696380615, 0.9164899587631226, 0.9180299639701843, -...
W130710844
Result
The incidence of early posttraumatic seizures in the local population of Kelantan and Terengganu is comparable to the incidences reported elsewhere.
{ "m": "Comparing the result: supporting previous findings", "s": "319.21" }
[ 0.9053491950035095, 0.10338306427001953, -3.826612710952759, -0.6577354669570923, 0.8564337491989136, 0.7326120138168335, 0.29846325516700745, 0.5084697008132935, 0.2515828609466553, -0.9551739692687988, 0.5889006853103638, -0.374740332365036, 0.6849052309989929, -0.8030011653900146, -0....
[ 1.4146053791046143, 0.6240571737289429, 0.7687851190567017, -0.40012770891189575, 0.6727286577224731, 0.396495521068573, -0.46668916940689087, -0.049713246524333954, -0.3655748963356018, -0.9154326319694519, -0.48062318563461304, 0.1134289801120758, -0.379244327545166, 1.1149572134017944, ...
W130710844
Result
Younger as well as intubated patients were at a higher risk of developing this condition.
{ "m": "Establising the importance of the topic as a problem to be addressed", "s": "534.51" }
[ 0.29397958517074585, 0.6743125319480896, -3.680610179901123, -0.29846882820129395, -0.634183943271637, 1.1164610385894775, -0.5695690512657166, 0.38888025283813477, 1.3461288213729858, -1.7408851385116577, -0.6753585934638977, 0.5995407700538635, 1.285725474357605, 0.6249419450759888, 0....
[ 1.9877837896347046, 0.6172683835029602, -2.0288476943969727, 0.036160193383693695, 1.0781400203704834, 2.7689785957336426, -0.12474989891052246, 0.4956940710544586, 1.0715097188949585, -1.6813933849334717, -0.31713709235191345, 1.5282198190689087, 0.7278081178665161, 1.629770040512085, 1...
W130710844
Importance
It may be necessary to give antiepileptic prophylaxis because any seizure could adversely affect morbidity and mortality.
{ "m": "Suggesting general hypotheses", "s": "450.31" }
[ 1.0944242477416992, 1.8597759008407593, -2.2459001541137695, 0.2543037235736847, 1.1326180696487427, 0.5096380710601807, -0.3970559239387512, 1.1316944360733032, 1.1282132863998413, -0.2764320969581604, 0.8553731441497803, -0.25991109013557434, 1.2865113019943237, 0.6214321851730347, 0.7...
[ 1.7183667421340942, 2.4274964332580566, 1.650052547454834, 0.09563333541154861, 1.488600730895996, 1.2292875051498413, -0.8218029141426086, -0.4105446934700012, 2.2851526737213135, 0.0022904318757355213, 0.143037348985672, 0.6652684807777405, -0.3503131866455078, 1.6999890804290771, 1.02...
W130710844
Hypothesis
However, the study showed that antiepileptic drug was not beneficial in preventing late posttraumatic seizures, but may have a role in preventing early seizures.
{ "m": "Acknowledging limitation(s) whilst stating a finding or contribution", "s": "373.43" }
[ 0.4960460066795349, 1.2778648138046265, -2.4662370681762695, -0.5845423340797424, 1.0491492748260498, 0.5346624851226807, 0.5344882607460022, 0.7673830389976501, 0.9268617033958435, -0.8412938117980957, 0.6143776774406433, -0.547183632850647, 1.6135936975479126, -0.562343955039978, 0.637...
[ 1.4979586601257324, 0.7391058802604675, 2.1845712661743164, -0.48683300614356995, -1.365234136581421, 2.7668776512145996, -0.7124713659286499, -0.4596088230609894, 1.415212631225586, -1.014028549194336, 2.038252353668213, -0.09321338683366776, 0.9024889469146729, 0.16977088153362274, 1.7...
W130710844
Limitations
Education, free of any constraints, canons, obligations, is our finished product covered by creativity, through its development in education.
{ "m": "Stating a positive result", "s": "609.84" }
[ 0.534247100353241, 1.0916016101837158, -2.6935606002807617, -0.4023590087890625, 0.34692707657814026, 0.903725802898407, 0.8504204750061035, -0.363359659910202, 0.5446781516075134, -0.6942604780197144, 0.35572436451911926, -0.14340455830097198, 2.4813356399536133, 0.03847331553697586, 0....
[ 1.7079343795776367, 0.21151182055473328, -0.5474426746368408, 0.7405678033828735, 1.1293165683746338, 0.6909717917442322, 0.1813141107559204, 0.2279118448495865, 1.189410924911499, -0.3926525413990021, 0.7169385552406311, 0.4552285373210907, 1.177851676940918, 0.0610702782869339, 1.30433...
W2104497505
Result
By paraphrasing, in order to identify the alignments to be achieved, we say that A man is literally what he thinks, his character being the complete sum of all his thoughts 1.
{ "m": "Referring back to the research aims or procedures", "s": "570.04" }
[ -0.012652568519115448, 0.3146786093711853, -2.794710159301758, -1.8360450267791748, 1.7559354305267334, 0.1649826318025589, 0.6126421689987183, -0.1986818015575409, 0.19277645647525787, 0.22898739576339722, -0.17821767926216125, -0.19574932754039764, 0.14469273388385773, 1.3257156610488892...
[ 0.7178575396537781, 0.865807056427002, -2.7842373847961426, -2.0877606868743896, 2.225620746612549, -2.6403934955596924, 0.7081729173660278, 0.8610154390335083, -0.3307788372039795, -0.15427622199058533, -0.3238758444786072, 0.5750274658203125, 0.18353141844272614, 1.8770557641983032, 0....
W2104497505
Aims
Well, we plead for education, for principles, for the implementation of a code of good behavior in all areas and in any circumstance.
{ "m": "Implications and/or recommendations for practice or policy", "s": "491.71" }
[ 0.6028809547424316, 1.0582140684127808, -2.5800459384918213, -0.7710646390914917, 1.5458672046661377, 0.3704482913017273, 0.23348785936832428, -0.27968254685401917, 0.8750448822975159, 0.09392086416482925, 0.58647221326828, 0.1052955612540245, 0.6624107956886292, 1.4847506284713745, 0.13...
[ -0.34360790252685547, 1.1401158571243286, -0.6243076324462891, -0.9156485199928284, 1.6591533422470093, -0.9370901584625244, -1.4086236953735352, 0.5053395628929138, 1.0963226556777954, 0.3765149712562561, 0.6138198375701904, 1.5944644212722778, -0.5138070583343506, 1.8089878559112549, 0...
W2104497505
Reccomendations
At the same time, out of respect for diversity, we make connections of the Romanian education system with the European education, which is pragmatic and less driven by the center.
{ "m": "Transition: moving to the next result", "s": "583.78" }
[ -0.18577617406845093, 0.7116268873214722, -2.730637311935425, -0.1618325412273407, 1.4661716222763062, 1.0513637065887451, 0.5044228434562683, 0.13928969204425812, 0.4372170567512512, -0.18688128888607025, 0.5210509300231934, 0.18638655543327332, 1.450959324836731, 0.21006357669830322, 0...
[ 0.35392922163009644, -0.06267868727445602, -0.07885877788066864, -1.0989948511123657, 1.748449683189392, -0.8381460905075073, -0.4509613513946533, -0.33919188380241394, 0.5741180777549744, 1.19196617603302, 1.5062041282653809, -0.36953601241111755, 0.31020811200141907, 2.15889573097229, ...
W2104497505
Result
Alternating electric fields therapy, as delivered by the tumor treating fields device, is a new modality of cancer treatment that has been approved by the US FDA for recurrent glioblastoma.
{ "m": "Explaining keywords (also refer to Defining Terms)", "s": "375.81" }
[ 0.41714105010032654, 1.6706956624984741, -3.8208699226379395, -0.7598307132720947, 1.7656607627868652, -0.20542046427726746, -0.07775060087442398, -0.03540864214301109, 0.42797189950942993, 0.12969540059566498, 0.3110901415348053, 0.8903632760047913, 0.7257729768753052, -0.5796818137168884...
[ 0.7993733286857605, 0.009329106658697128, -1.3678210973739624, -0.07749214768409729, 1.5772217512130737, 1.0459849834442139, -0.9490111470222473, -1.4173259735107422, 0.9382848143577576, -0.8107170462608337, 0.535569429397583, 0.7669717073440552, 1.3233848810195923, -0.8963512182235718, ...
W1840869275
Keywords
At a frequency of 200 kHz, these fields emanate from transducer arrays on the surface of the patients scalp into the brain and perturb processes necessary for cytokinesis during tumor cell mitosis.
{ "m": "Describing the process: typical verbs in the passive form", "s": "409.61" }
[ 1.2070462703704834, 0.8100533485412598, -3.3525230884552, -1.0017309188842773, 1.6783108711242676, -0.4358755648136139, 0.37672221660614014, 0.7370067834854126, 0.4605799913406372, -0.39276039600372314, -0.9973308444023132, 1.114813208580017, 0.7774651646614075, -0.011494754813611507, -0...
[ 1.0752968788146973, 0.8034331202507019, -2.672478675842285, -1.2227627038955688, 2.6467366218566895, -1.5363019704818726, 0.8861414194107056, 0.2371298372745514, -0.07111519575119019, -0.7285960912704468, -2.1472716331481934, 1.7373541593551636, 0.3936561048030853, 0.7339821457862854, 0....
W1840869275
Method
In the registration Phase III trial for recurrent glioblastoma patients, the efficacy of the tumor treating fields as monotherapy was equivalent to chemotherapy, while scalp irritation was its major adverse event compared with systemic toxicities that were associated with cytotoxic chemotherapies.
{ "m": "Surveys and interviews: Reporting themes", "s": "525.85" }
[ 1.0202112197875977, 0.6373974084854126, -2.7408177852630615, -0.35481661558151245, 1.0146037340164185, 0.13820293545722961, -0.1860257387161255, 0.5580986738204956, 0.6604014039039612, 0.5044562816619873, -0.04141731187701225, 0.8091071844100952, 1.179727554321289, -0.23633699119091034, ...
[ 2.8014931678771973, 1.5243022441864014, -1.958217740058899, -0.7636303305625916, 2.587848424911499, -1.3071821928024292, 0.06758762151002884, -0.4711812138557434, 0.12187252938747406, 0.003060028189793229, 1.4517792463302612, -0.021188786253333092, 1.3993345499038696, 0.8015714883804321, ...
W1840869275
Method
Alternating electric fields therapy is, therefore, an essential option for the treatment of recurrent glioblastoma.
{ "m": "Establising the importance of the topic as a problem to be addressed", "s": "311.79" }
[ 0.635263204574585, 1.7584006786346436, -3.5778539180755615, -0.6929954290390015, 1.7689002752304077, -0.06651708483695984, -0.34882548451423645, 0.119036465883255, 0.15361692011356354, 0.6517373919487, 0.21134687960147858, 0.8735525012016296, 0.1835048347711563, 0.03278415650129318, -0.4...
[ 0.07641205936670303, 1.8773385286331177, -0.5170021057128906, 0.8927331566810608, 2.3408260345458984, 0.47892752289772034, -1.0606892108917236, -0.07372651994228363, 1.7309585809707642, 0.12636488676071167, 0.30657780170440674, 0.15247385203838348, -0.3543504476547241, 0.5601497888565063, ...
W1840869275
Importance
Here, we summarize our current knowledge of the physics, cell biology and clinical data supporting the use of the tumor treating fields therapy.
{ "m": "Summarising the literature review", "s": "551.15" }
[ 0.9836307764053345, 0.9487704038619995, -3.501099109649658, -0.556479275226593, 1.6395041942596436, -0.43954238295555115, 0.5462992787361145, -0.19685129821300507, -0.46871623396873474, -0.31960102915763855, 0.508264422416687, 0.8689914345741272, 2.1502816677093506, -1.0144091844558716, ...
[ 0.2341146171092987, -1.2462937831878662, -1.131329894065857, -0.8683449029922485, 1.0365220308303833, -0.3548056185245514, -0.17435047030448914, -0.3613596558570862, -0.8376801609992981, -0.08049867302179337, 1.7313706874847412, 0.7424824237823486, 1.3731132745742798, 0.21233877539634705, ...
W1840869275
Other
Objective To analyze the correlation of main behavior factors with hypertension and to put forward the emphasis of health education.
{ "m": "Describing the process: infinitive of purpose", "s": "492.99" }
[ 1.0693415403366089, 1.1580103635787964, -3.494054079055786, 0.6515280604362488, 0.6739373803138733, 0.34090808033943176, 1.207613468170166, -0.4937303960323334, 1.1819792985916138, -0.5922202467918396, 0.8552786707878113, 1.3789886236190796, 1.6765918731689453, 0.8857524394989014, 0.9454...
[ 0.33556094765663147, 0.018563495948910713, -0.5851811170578003, 0.3601970672607422, 0.1533040851354599, -3.4358463287353516, 1.1695866584777832, -1.125618577003479, 0.2137875109910965, 0.4146512448787689, 0.4663717448711395, 0.8751303553581238, 2.114591598510742, 0.2849922776222229, 0.31...
W209059738
Method
Methods A unified questionnaire was conducted in 32 hypertensive patients and 30 nonhypertensive subjects to collect data about their behavior styles,to analyze the correlation of their main behavior factors with hypertension.
{ "m": "Describing questionnaire design", "s": "361.28" }
[ 0.7000078558921814, 1.05748450756073, -3.799542188644409, 0.023519761860370636, 0.3930432200431824, -0.09455049782991409, 0.6866648197174072, -0.7860195636749268, 0.6983913779258728, -0.5403410196304321, -0.24848800897598267, 1.219409465789795, 0.9378223419189453, 0.6744213700294495, 0.3...
[ -0.60926753282547, -0.3317403495311737, 0.12072478979825974, -0.5196862816810608, 1.0362330675125122, -0.655254602432251, 1.1481232643127441, -1.1898502111434937, 0.13349054753780365, 0.46960675716400146, -1.3177608251571655, -1.8807638883590698, 0.9658374786376953, 0.7267055511474609, -...
W209059738
Method
Results Multifactor logistic regression analysis of 16 behavior factors possibly impacting hypertension showed that educational level was negatively correlated with hypertension,BMI positively correlated.
{ "m": "Summarising the results section", "s": "367.26" }
[ 0.9919607043266296, 1.2422516345977783, -3.591327667236328, 0.4846718907356262, 0.6576698422431946, 0.5105615854263306, 0.9793824553489685, -0.34178298711776733, 0.6400206685066223, -0.28205326199531555, -0.03210832178592682, 1.1604552268981934, 1.8084582090377808, 0.606715202331543, 0.4...
[ 1.6718838214874268, -0.3538375794887543, -0.9251737594604492, -0.5303100943565369, -0.0903630405664444, -2.4357714653015137, 1.5938018560409546, -1.324526071548462, 0.013739789836108685, 0.04088537395000458, -1.0837544202804565, 0.3045075535774231, 2.0118672847747803, -1.0297054052352905, ...
W209059738
Result
Conclusion Health education should be performed by salt restriction,rational diet,pertinence exercises,mental balance etc.in poor educated,overweight and obesity population.
{ "m": "Implications and/or recommendations for practice or policy", "s": "413.91" }
[ 0.6930584907531738, 1.3130663633346558, -3.1959547996520996, -0.31130078434944153, 0.7824346423149109, 1.37138032913208, 0.10743094235658646, -0.0023449694272130728, 1.6630104780197144, -0.7343104481697083, 1.1166945695877075, 0.8768951892852783, 1.432967185974121, 0.4239732623100281, 0....
[ 1.0990487337112427, 0.34576383233070374, 1.2087982892990112, -0.04558134451508522, 1.8246748447418213, -0.9746726751327515, 0.9466725587844849, -0.8413973450660706, 1.4116910696029663, 1.0564688444137573, 0.3627261817455292, -0.5087474584579468, 0.8047425150871277, 0.02031855471432209, 1...
W209059738
Reccomendations
This study investigates peoples ability to interpret dog behavior.
{ "m": "Providing background information: reference to the purpose of the study", "s": "429.54" }
[ -0.17294810712337494, 0.372037798166275, -3.5269298553466797, -1.499742031097412, 2.1200904846191406, 1.168020248413086, -0.03963426128029823, 0.16366669535636902, 0.32216769456863403, -0.49696406722068787, 0.6394449472427368, 0.5130048990249634, 1.8455677032470703, 0.8198676109313965, 0...
[ 0.9625857472419739, 1.7593574523925781, -1.2725443840026855, 0.4381296634674072, 1.1986358165740967, -0.5988690257072449, -1.8678550720214844, 0.08373412489891052, 1.1935793161392212, -1.5844935178756714, 0.7543608546257019, 1.4264756441116333, 0.46255314350128174, -0.09227845817804337, ...
W1975988328
Background
Inability to interpret dog behavior correctly may be a factor contributing to young childrens higher likelihood of being bitten by dogs.
{ "m": "Suggesting general hypotheses", "s": "416.37" }
[ 1.0302786827087402, 0.3045283257961273, -3.274350166320801, -0.5930856466293335, 1.8913742303848267, 1.7633163928985596, 0.12683223187923431, -0.0479603111743927, 0.804699718952179, -1.2849247455596924, -0.36490973830223083, 0.44721701741218567, 1.3104785680770874, 0.7549601793289185, -0...
[ 0.8571775555610657, 2.5952868461608887, 0.6816727519035339, -0.17124170064926147, 0.8990875482559204, 1.8580836057662964, -0.8082454204559326, 0.19312232732772827, 2.8280670642852783, -1.6064398288726807, 0.2864868640899658, 1.0311726331710815, -0.5692434906959534, 1.6500316858291626, 1....
W1975988328
Hypothesis
Children 4 to 10yearolds and adults total n 550 watched videos of dogs displaying friendly, aggressive, and fearful behavior.
{ "m": "Describing the characteristics of the participants", "s": "487.18" }
[ 0.39824020862579346, 0.7149361968040466, -3.8403055667877197, -0.6953445076942444, 0.9878126978874207, 0.9007338285446167, -0.4366266429424286, -0.12936602532863617, 0.11681877076625824, -0.42075416445732117, -0.8361800909042358, 0.6325032114982605, 0.42967796325683594, 1.2908744812011719,...
[ 0.6109364628791809, 0.04731902480125427, -3.2184360027313232, -0.7770213484764099, 1.1375914812088013, -0.60408616065979, -0.020133865997195244, -1.3835511207580566, -0.09852300584316254, 0.10509786754846573, -1.3421690464019775, 0.1465660035610199, 0.393588662147522, 1.639460802078247, ...
W1975988328
Method
They were asked to interpret the dogs behaviors and to describe which features they had attended to in making their decision.
{ "m": "Describing the process: expressing purpose with for", "s": "481.08" }
[ -0.026607170701026917, -0.1649441123008728, -3.366252899169922, -1.4745793342590332, 2.197908878326416, 0.580435574054718, -0.10180017352104187, 0.12404093891382217, -0.5552157759666443, 0.016413554549217224, 0.17242996394634247, 1.1731973886489868, 1.7893775701522827, 1.147732138633728, ...
[ -0.7224505543708801, -0.5382563471794128, -0.45417070388793945, -0.4395095109939575, 2.3466835021972656, -0.17489378154277802, -0.4136679172515869, -0.6452201008796692, -0.46469631791114807, 0.8510804176330566, -0.8227798342704773, 1.7081574201583862, 0.26712384819984436, 0.234072804450988...
W1975988328
Method
Four and 6yearold children were unable to identify fearful dogs, while participants in all age groups were capable of identifying friendly and aggressive behavior p 0.001.
{ "m": "Reporting positive and negative reactions", "s": "429.7" }
[ 0.4214368760585785, -0.15127214789390564, -3.2810189723968506, -1.217657208442688, 1.464342713356018, 1.8791903257369995, -0.46275657415390015, -0.15758343040943146, 0.035683125257492065, -0.47521737217903137, -0.8848167657852173, 0.3219790458679199, 0.8419879674911499, 0.4452504813671112,...
[ 1.5265554189682007, -0.4490477442741394, -1.938580870628357, -0.46644219756126404, 2.603689670562744, 1.156471610069275, 0.5847280025482178, -1.7897861003875732, -0.08215545117855072, -0.5175696015357971, -1.4144693613052368, 2.033287525177002, -0.4336942732334137, 1.029160976409912, -0....
W1975988328
Result
Misinterpretations of fearful behavior were significantly associated with reports of attending to the dogs face rather than other features χ2 80.2, df 1, p 0.001.
{ "m": "Reporting positive and negative reactions", "s": "413.94" }
[ 1.1395246982574463, 0.2664044499397278, -3.3537304401397705, -0.9200565218925476, 2.0342819690704346, 1.2826910018920898, 0.4361758828163147, 0.2513655722141266, -0.2536803185939789, -1.1454657316207886, -0.11774326115846634, 0.9845534563064575, 1.6299155950546265, 0.9043176174163818, 0....
[ 2.5253660678863525, -0.018756957724690437, -1.4262871742248535, -0.5959861874580383, 1.9282180070877075, -0.026242168620228767, 0.4276624619960785, -1.0229040384292603, -0.2781350910663605, -1.803697943687439, -1.5839159488677979, 0.6414839625358582, 0.6893729567527771, 0.26638785004615784...
W1975988328
Result
Fouryearolds were particularly likely to report looking at the dogs face and together with 6yearolds they focused more on one feature rather than multiple features in order to make their decisions.
{ "m": "Highlighting interesting or surprising results", "s": "532.46" }
[ 0.4116475582122803, 0.12538202106952667, -3.8759827613830566, -1.0273215770721436, 0.9579733610153198, 0.8289344906806946, 0.4647696614265442, 0.09090419113636017, 0.01133548654615879, -0.8118630647659302, -0.20533844828605652, 0.5497767925262451, 1.9628572463989258, 0.800115704536438, 0...
[ 1.5849494934082031, 0.2923208475112915, -3.0040299892425537, -0.7477848529815674, 2.160200834274292, -0.03130026161670685, 0.8280640840530396, -0.7415048480033875, 0.2219373881816864, -0.9652496576309204, -0.1631920039653778, 0.3705170750617981, 1.2042876482009888, 1.4524848461151123, 0....
W1975988328
Result
The results show that younger children are less good at interpreting dog behavior, and that they are particularly poor at recognizing fear in dogs, while aggression is the most readily recognized behavior.
{ "m": "Reporting positive and negative reactions", "s": "406.42" }
[ 0.5924196839332581, 0.3012630343437195, -3.3943381309509277, -1.2023952007293701, 1.7862666845321655, 1.724661111831665, 0.16351519525051117, -0.24031119048595428, 0.46853235363960266, -1.1382169723510742, -0.491167277097702, 0.27078551054000854, 1.0728622674942017, 0.6722243428230286, 0...
[ 2.4873757362365723, 0.3795173466205597, 0.29232892394065857, -0.8381311297416687, 1.224802017211914, 0.9888466596603394, 0.7374216914176941, -1.1625157594680786, 1.5113773345947266, -2.1413826942443848, -1.2733325958251953, 1.191105604171753, 0.45041781663894653, 0.29486772418022156, 0.6...
W1975988328
Result
Childrens lower ability to interpret dog behavior seems to be due to the features they focus on.
{ "m": "Suggesting general hypotheses", "s": "530.65" }
[ 0.1578548103570938, 0.2665802836418152, -2.9623522758483887, -1.2776892185211182, 1.670759677886963, 1.7485404014587402, 0.5671426057815552, -0.11724595725536346, 0.12271367758512497, -0.9985984563827515, -0.09771877527236938, 0.464510053396225, 1.8659762144088745, 0.9991356134414673, 0....
[ 1.8745286464691162, 0.4901076853275299, -1.661466360092163, -1.1233810186386108, 1.316763162612915, 1.3366646766662598, -0.749376654624939, -1.1953659057617188, 1.1977595090866089, -1.7450401782989502, -1.2213233709335327, 1.2813997268676758, -0.2514464855194092, 1.4146919250488281, 2.17...
W1975988328
Hypothesis
Younger children appear to focus on the dogs most salient features and not the features that would allow them to correctly interpret the dogs behavior.
{ "m": "Describing the process: typical verbs in the passive form", "s": "471.17" }
[ -0.041640426963567734, -0.04036197066307068, -2.938136339187622, -1.3688420057296753, 1.198419451713562, 1.7084885835647583, 0.5464587211608887, -0.29436683654785156, -0.06018637865781784, -1.1971395015716553, 0.10139545798301697, 0.43907850980758667, 1.5256273746490479, 0.8918805718421936...
[ 0.9596671462059021, -0.3215373456478119, -2.07843017578125, -0.49108368158340454, 1.3747584819793701, 1.5116156339645386, 1.2645010948181152, -1.3210288286209106, 0.751517653465271, -0.20440416038036346, -0.07456868141889572, 0.7778419852256775, 0.8058016300201416, 2.5018811225891113, 0....
W1975988328
Method
For example, 4 and 6yearolds tended to report attending to the fearful dogs face rather than its tail and general posture.
{ "m": "Surveys and interviews: Reporting response rates", "s": "453.34" }
[ 1.1435896158218384, 0.06661589443683624, -3.7232091426849365, -1.3537883758544922, 1.071017861366272, 0.851649284362793, 0.11238504946231842, 0.13957901298999786, 0.3677660822868347, -0.9261572957038879, -0.5730456113815308, 0.6487852931022644, 1.5344877243041992, 0.6784011125564575, 0.4...
[ 1.7358496189117432, -0.0328427217900753, -3.2122209072113037, -0.4164487421512604, 1.1850107908248901, -0.46902987360954285, 1.1210647821426392, -1.7941856384277344, 0.4962603747844696, -0.13548971712589264, -0.5706957578659058, 0.5668851733207703, 0.5226666331291199, 0.8331764936447144, ...
W1975988328
Method
The results suggest it would be beneficial to include information about how to interpret dog behavior in dogbite prevention programs.
{ "m": "Suggesting general hypotheses", "s": "397.04" }
[ 0.41527411341667175, 1.1031897068023682, -2.686330556869507, -1.2855242490768433, 1.9624109268188477, 0.09845136851072311, 0.30097535252571106, 0.1047719419002533, 0.7728495597839355, -1.3045845031738281, 0.30284786224365234, 0.5807643532752991, 1.1553229093551636, 1.0927858352661133, 0....
[ -0.15000341832637787, 1.3185845613479614, 1.242144227027893, -0.41706618666648865, 0.5758396983146667, 1.4903889894485474, -0.9877774715423584, -0.8458511829376221, 1.032444953918457, -0.6093660593032837, 0.8023196458816528, 1.0155431032180786, -0.8672106862068176, 2.476958751678467, -0....
W1975988328
Hypothesis
The building heating energy consumption has drawn peoples attention gradually.
{ "m": "Establising the importance of the topic as a problem to be addressed", "s": "432.43" }
[ 0.3229258358478546, 1.6416128873825073, -4.086788654327393, 0.25187990069389343, -0.09104713797569275, 0.34792661666870117, 0.0892292708158493, 1.440311312675476, -0.3132605254650116, -0.10377459973096848, 1.026814341545105, 0.5756824016571045, 1.4660935401916504, 1.4245502948760986, 1.2...
[ 0.8860400319099426, 0.9932644367218018, -1.6503492593765259, 1.0767779350280762, 0.5868922472000122, 1.2195429801940918, 0.4300621449947357, 0.0823696181178093, 1.1698018312454224, -0.5391808748245239, -0.3326995074748993, 1.5540294647216797, -1.4641398191452026, 2.1439807415008545, 1.82...
W2008319295
Importance
Heat transfer station, as the central part of the heating system, has the characteristics of great inertia, pure delay in the temperature control system.
{ "m": "Describing the characteristics of the participants", "s": "455.68" }
[ 0.2938671410083771, 0.8216354846954346, -4.1880598068237305, -0.144522562623024, 1.3278932571411133, 0.6240934133529663, 0.5980590581893921, 1.35276460647583, -0.38107535243034363, -0.29219967126846313, -0.1701945811510086, 0.5865284204483032, 0.9054372310638428, 0.3276727497577667, 0.95...
[ 0.026537977159023285, 0.01269790343940258, -1.5735437870025635, 0.00883021205663681, 1.455886960029602, 0.6030099987983704, 0.6315191984176636, -0.2104354351758957, -0.38225793838500977, -0.06179381161928177, -0.34758806228637695, 0.24019035696983337, 1.0573217868804932, 1.0298961400985718...
W2008319295
Method
Considering these characteristics, the GAPID arithmetic was presented, and a simulation model was created in this dissertation.
{ "m": "Indicating criteria for selection or inclusion in the study", "s": "466.65" }
[ -0.192080557346344, 1.1379281282424927, -3.4259305000305176, -1.8049567937850952, 0.7734691500663757, 1.0375090837478638, 0.9329177141189575, -0.6074711680412292, -0.0548180490732193, 0.4205060601234436, 0.34900790452957153, 0.4338933825492859, 1.3939714431762695, 1.1016819477081299, -0....
[ 0.5982166528701782, -0.2957715094089508, -0.9181399941444397, -0.3595518171787262, 0.5349336266517639, -0.1366654634475708, 0.6717351078987122, -1.4571515321731567, 0.3157508671283722, 0.4045015275478363, 0.3110496997833252, -0.4353858232498169, 1.321289300918579, 2.1125051975250244, -0....
W2008319295
Method
Comparing with traditional PID control, GAPID control system has a half overshoot, shorter adjustment time, higher accuracy, and enters into the steady state faster.
{ "m": "Suggesting implications for what is already known", "s": "501.2" }
[ 0.83134526014328, 1.3786463737487793, -3.76965069770813, -0.8435120582580566, 1.2688053846359253, -0.05697546899318695, 1.1017329692840576, -0.6177464723587036, 0.13930284976959229, -0.9827740788459778, 0.9047008156776428, 0.6871458888053894, 0.8022363185882568, 0.6838011741638184, 0.883...
[ 0.47797125577926636, 0.926813006401062, -1.3514316082000732, -1.1994882822036743, 1.1627438068389893, -0.6746130585670471, -1.1179476976394653, -0.24193350970745087, -0.2972528040409088, 0.2380838692188263, 1.9624658823013306, -0.6591538786888123, 0.841176450252533, 1.5129315853118896, -...
W2008319295
Implications
The simulation results prove the correctness and effectiveness of the proposed control scheme.
{ "m": "Stating a positive result", "s": "372.63" }
[ -0.046301279217004776, 1.2783821821212769, -3.5783817768096924, -0.8836128115653992, 1.4683107137680054, -0.2437007874250412, 0.7254467010498047, -0.21778063476085663, 0.9232954382896423, 0.5134482979774475, 0.2645968496799469, 0.06585362553596497, 1.7385658025741577, 0.7651141881942749, ...
[ 1.5511268377304077, 0.5198893547058105, -0.8831673860549927, 0.3396749794483185, 2.151700258255005, -0.7868563532829285, -0.05975447595119476, -0.5546262264251709, 1.4968979358673096, -1.380347728729248, -0.14204935729503632, 1.4744864702224731, -1.0756834745407104, -0.26730865240097046, ...
W2008319295
Result
Extensive testing was performed on both the ringgear and hypoid gear churning used to move the oil in the axle bowl to lubricate tandem axles.
{ "m": "Referring back to the research aims or procedures", "s": "563.35" }
[ -0.38182562589645386, 1.1534616947174072, -3.8009634017944336, -0.5061225891113281, 1.2523765563964844, -0.8497598767280579, 0.7568668723106384, 0.21943077445030212, -0.33268991112709045, -0.15503275394439697, 0.16386988759040833, -0.008274398744106293, 0.8306899070739746, -0.8173803687095...
[ 0.24458345770835876, -0.5208457708358765, -1.4846129417419434, -0.12628594040870667, -0.16360147297382355, -2.0033743381500244, 1.0160261392593384, -0.7954723834991455, -0.03645562008023262, 0.5177437663078308, -0.4792447090148926, -1.4473135471343994, 0.33661162853240967, 0.39096179604530...
W1491849741
Aims
The gear pump test results were used to establish the pump characteristics, as well as the volumetric and mechanical efficiencies.
{ "m": "Describing the process: typical verbs in the passive form", "s": "358.88" }
[ -0.29009124636650085, 1.5463640689849854, -3.75152325630188, -0.19302724301815033, 0.9607114791870117, 0.22708261013031006, 1.2627373933792114, 0.4838271737098694, -0.26265162229537964, 0.606465220451355, 0.5681403279304504, -0.13288672268390656, 0.40980449318885803, -0.20812848210334778, ...
[ 1.415223240852356, -1.3988531827926636, -1.529004454612732, -0.7306431531906128, 2.4936370849609375, -1.1175272464752197, 1.5440670251846313, 0.016338706016540527, 0.09284977614879608, -0.40474286675453186, -1.3011811971664429, 0.5633811950683594, 0.3075127899646759, 1.5096561908721924, ...
W1491849741
Method
The churning test results were used to formulate an empirical model used in an analysis to predict the energy loss.
{ "m": "Describing the process: typical verbs in the passive form", "s": "468.56" }
[ 0.6164894700050354, 1.140156865119934, -3.8921120166778564, -0.7700168490409851, 1.262130618095398, -0.10466805100440979, 0.7585339546203613, 0.6945459842681885, -0.5663952827453613, -0.3585871160030365, -0.06365937739610672, 0.5190122723579407, 2.3721752166748047, 0.37453556060791016, 0...
[ 0.8034250140190125, -1.2818734645843506, -1.3265087604522705, -0.6626555323600769, 2.182476758956909, -2.7859134674072266, 0.45181965827941895, 0.249339297413826, -0.7098102569580078, -1.0921422243118286, -0.8013035655021667, -0.18275086581707, 0.5078476071357727, 0.607837438583374, 0.12...
W1491849741
Method
All testing was done with SAE 90W and 140W lubricants.
{ "m": "Describing the process: typical verbs in the passive form", "s": "526.02" }
[ 0.7283644080162048, 0.01884753815829754, -3.6726315021514893, 0.08709342032670975, 0.5550014972686768, 0.5179914236068726, 0.3699806034564972, 0.7726993560791016, 0.3152656853199005, -0.4756675958633423, 1.018909215927124, -0.05089426413178444, 0.6478723287582397, -0.3149990141391754, 0....
[ 2.2624638080596924, -1.218953013420105, -1.800864338874817, 0.4990956783294678, 1.3248238563537598, -1.2564948797225952, 0.886174738407135, -0.7424589991569519, -0.02860531397163868, -0.28919386863708496, -0.7853296995162964, 0.9156804084777832, -0.1314600706100464, 0.10563987493515015, ...
W1491849741
Method
The results from these experiements, along with some analytical formulations, were used and incorporated into a computer program.
{ "m": "Describing the process: using + instrument", "s": "490.21" }
[ 1.1637507677078247, 0.7099640369415283, -2.6975648403167725, -1.3588941097259521, 0.09605862200260162, -0.7435621619224548, 0.5610986351966858, -0.029897106811404228, -0.45167243480682373, 0.1857759654521942, 0.08396846055984497, -0.298618882894516, 2.5500895977020264, 0.8367206454277039, ...
[ 1.1181832551956177, -1.5544309616088867, -1.0445566177368164, -0.48826372623443604, 0.8939087390899658, -1.1998751163482666, 0.8298868536949158, -1.212886095046997, -1.2768304347991943, -0.16463130712509155, -1.5321998596191406, 0.5669321417808533, 1.0009161233901978, 1.3564893007278442, ...
W1491849741
Method
The results of the component testing showed that the hypoidgear churning loss is a large energy loss, amounting to as much as 1.5 horsepower per axle.
{ "m": "Summarising the results section", "s": "403.13" }
[ 0.49129074811935425, 2.1100175380706787, -3.6902308464050293, 0.12728212773799896, 0.8700281381607056, -0.43039923906326294, 0.510711133480072, 0.6715867519378662, -0.860196590423584, 0.2172679454088211, 0.8094289302825928, 0.40437501668930054, 0.814900815486908, -0.23531828820705414, 1....
[ 0.997968316078186, 1.280525803565979, -1.3593413829803467, -0.14133332669734955, 0.23834215104579926, -1.4081546068191528, -0.16427746415138245, -0.8795739412307739, 0.0489775687456131, -0.8043252229690552, -1.182185173034668, 0.5779780745506287, 0.544005811214447, -0.18031072616577148, ...
W1491849741
Result
Since the energy losses in the gear pump amounted to only 0.2 horsepower, around a one horse power savings per axle is achievable by lubricating the entire axle with the gear pump.
{ "m": "Offering an explanation for the findings", "s": "428.24" }
[ 0.013666830956935883, 1.9060055017471313, -3.4713659286499023, -0.1946982890367508, 0.7811546921730042, 0.030889390036463737, 0.1457882523536682, 0.948207676410675, -0.37149694561958313, 0.06842628866434097, 0.2937268018722534, -0.7672138810157776, 0.4804517924785614, -0.5317652225494385, ...
[ 1.4594488143920898, 2.8521363735198975, -1.4056392908096313, -0.4296748638153076, 1.5848090648651123, -0.17664223909378052, 0.10559504479169846, 1.310590147972107, 1.1161855459213257, -0.40304917097091675, -0.9431321620941162, 0.03925858438014984, 2.1178500652313232, 1.5126101970672607, ...
W1491849741
Result
When we listen to the performance of a work of music, we hear sounds as musically structured by composer and performers.
{ "m": "Describing the process: typical verbs in the passive form", "s": "521.9" }
[ 0.15936778485774994, 0.5411477088928223, -3.718087673187256, -0.8431519865989685, 0.5913761854171753, -0.5304933190345764, 0.975522518157959, 0.29050105810165405, -0.9255433678627014, -0.210357204079628, -0.1555335968732834, 1.3749444484710693, 0.7181524038314819, 1.4688934087753296, 0.3...
[ 1.7095158100128174, 0.23461423814296722, -2.7258806228637695, -0.5531690120697021, 2.4184999465942383, -0.14545732736587524, -0.06975765526294708, -0.10510537773370743, -0.08579946309328079, -0.037642259150743484, -0.07563361525535583, 2.253204822540283, -0.5170956254005432, 1.724554181098...
W2110246178
Method
When we hear sounds not only the sounds produced by pitched instruments but also the sounds produced by percussion instruments of indefinite pitch we directly hear particular auditory properties.
{ "m": "Restating a result or one of several results", "s": "548.72" }
[ 0.8183528184890747, 0.43340837955474854, -3.7327542304992676, -0.7239577770233154, 1.2283031940460205, 0.3709104061126709, 0.11832795292139053, 0.5464926958084106, -0.5902079343795776, -0.43557271361351013, 0.0414997823536396, 1.7578630447387695, 1.0027916431427002, 0.5175483822822571, 0...
[ 1.7772893905639648, 1.5447356700897217, -2.242626667022705, -0.6075373888015747, 2.5762295722961426, -0.05193963646888733, -0.8616505265235901, 1.1495848894119263, 0.6237856149673462, -0.8749184608459473, -0.10341967642307281, 1.5473759174346924, 0.8164130449295044, 0.7198973894119263, 1...
W2110246178
Result
Additionally, and this is a core thesis, we directly hear particular auditory relations.
{ "m": "Surveys and interviews: Introducing excerpts from interview data", "s": "584.31" }
[ 1.1106352806091309, -0.39683663845062256, -2.424619197845459, -1.9889253377914429, 1.4352071285247803, -0.09128528833389282, 0.3784717321395874, 0.5897641777992249, 0.07830210775136948, 0.3191525638103485, -0.28050366044044495, 0.5354172587394714, 1.3938134908676147, 1.25995934009552, 0....
[ 0.9762329459190369, -0.8382620215415955, -0.835430920124054, -0.20351968705654144, 0.6610611081123352, -0.6253963112831116, -1.8089566230773926, -0.9703273773193359, 0.7289044260978699, -0.4207693636417389, 0.49969327449798584, 0.39134731888771057, 0.7276499271392822, 1.7077945470809937, ...
W2110246178
Method
Sounds are bundles of such auditory properties and auditory relations.
{ "m": "Explaining keywords (also refer to Defining Terms)", "s": "578.5" }
[ 0.5705952048301697, 0.1939390003681183, -3.6141228675842285, -1.9488093852996826, 0.7938343286514282, 0.14877188205718994, -0.05861484259366989, 0.33575743436813354, -0.25204694271087646, -0.7589558362960815, -0.4618759751319885, 1.0458788871765137, 0.42332422733306885, 1.80611252784729, ...
[ 0.7572224140167236, -0.3260206878185272, -1.6147358417510986, -1.09043288230896, 2.221557378768921, -0.07743369787931442, -1.135325312614441, -2.234492301940918, -0.791591227054596, -0.802325963973999, 0.26086634397506714, 1.553830862045288, -0.6642335653305054, 1.7131500244140625, -0.17...
W2110246178
Keywords
Because such properties are interrelated by such relations, sounds are intrinsically structured.
{ "m": "Offering an explanation for the findings", "s": "500.77" }
[ 0.6754131317138672, 0.1746985763311386, -3.840418815612793, -1.9762848615646362, 0.8035880327224731, -0.25276121497154236, -0.18496517837047577, 0.40656161308288574, -0.8226760625839233, -0.9967480897903442, -0.29170992970466614, 1.022892951965332, 0.548575758934021, 1.0993746519088745, ...
[ 2.4256207942962646, 1.2187010049819946, -1.5384838581085205, -1.0215858221054077, 1.3893496990203857, 0.24280613660812378, -0.37074002623558044, 0.8986395597457886, 0.6835289001464844, -0.5202543139457703, -1.8585691452026367, 1.695340633392334, 1.1091487407684326, 2.494527816772461, -0....
W2110246178
Result
And, because sounds are thus intrinsically structured, they can be structured as music.
{ "m": "Offering an explanation for the findings", "s": "506.71" }
[ 0.5769999623298645, 0.17089888453483582, -3.8147361278533936, -1.2741022109985352, 0.4605090618133545, -0.4986681044101715, 0.09018894284963608, 0.028336606919765472, -0.9326928853988647, -1.0449533462524414, -0.18107610940933228, 1.3935505151748657, 0.6625012755393982, 1.441640853881836, ...
[ 1.5762368440628052, 1.5039901733398438, -2.1456027030944824, -0.4218752980232239, 1.961613655090332, -0.6118800640106201, -0.45600253343582153, 0.45082995295524597, 0.3588022291660309, -0.003137117950245738, -1.2573926448822021, 2.089144706726074, 0.6683318018913269, 1.6214165687561035, ...
W2110246178
Result
Myocardial dysfunction needing inotropic support is a typical complication after onpump cardiac surgery.
{ "m": "Establising the importance of the topic as a problem to be addressed", "s": "490.62" }
[ 1.0669139623641968, 0.3662348687648773, -3.3252761363983154, 0.14327868819236755, 0.03364470601081848, 0.002913057804107666, -0.2745748460292816, 0.9994402527809143, 0.9526332020759583, -0.7400898933410645, -0.004444887395948172, 0.3310600221157074, -0.5254334807395935, -1.2115856409072876...
[ 2.807765245437622, 0.7135207056999207, -2.0981757640838623, 0.23134572803974152, 1.2515065670013428, 0.7671911716461182, 1.1191762685775757, 0.022982383146882057, 0.6904933452606201, -0.952305793762207, 0.17882810533046722, 1.8115015029907227, -0.5372412204742432, 0.8665397763252258, 1.5...
W1867566533
Importance
In this study, we evaluate the effect of milrinone on patients with ventricular dysfunction undergoing coronary artery bypass graft CABG.
{ "m": "Outlining the structure of a thesis or dissertation", "s": "366.73" }
[ 0.3978644907474518, 0.27600035071372986, -3.41214919090271, 0.5427005887031555, 0.4950112998485565, -0.9418030977249146, -0.3203589618206024, 0.0697873905301094, 0.4303748905658722, 0.07298890501260757, 0.4202073812484741, 1.5151249170303345, 1.0247503519058228, -0.5090925097465515, 0.69...
[ 0.6063000559806824, 0.2193530648946762, -0.6416529417037964, -0.20467334985733032, 0.693672776222229, -1.4437329769134521, -0.09377431869506836, -1.6618906259536743, -0.924782395362854, -0.825434148311615, -0.10976307094097137, 1.4379178285598755, 1.2117726802825928, 0.7291986346244812, ...
W1867566533
Other
Seventy patients with impaired left ventricular function left ventricular ejection fraction LVEF 35 undergoing onpump CABG were enrolled.
{ "m": "Describing the characteristics of the participants", "s": "500.13" }
[ 0.12340206652879715, 0.2484007179737091, -3.3649439811706543, -0.5342116951942444, 0.7294228672981262, 0.5401126146316528, -0.1132206991314888, 0.408540815114975, 0.5154964923858643, -0.5425953269004822, -0.1699889749288559, 0.43710577487945557, 0.6169844269752502, -0.0063488781452178955, ...
[ -0.4502294361591339, 0.024235833436250687, -2.99865984916687, -0.4696081578731537, 2.6314244270324707, -0.5482640266418457, 0.7886370420455933, -1.2865047454833984, -0.043531615287065506, -0.7870157957077026, -1.2536101341247559, 0.9974641799926758, 1.7493150234222412, 0.4001332223415375, ...
W1867566533
Method
Patients were randomized to receive either an intraoperative bolus of milrinone 50 microgkg or saline as placebo followed by a 24hour infusion of each agent 0.5 microgkgmin.
{ "m": "Describing the process: sequence words", "s": "316.11" }
[ 0.02384878508746624, 0.42339974641799927, -3.131626605987549, -0.7589250802993774, -0.16447314620018005, -0.5509687662124634, -1.0748608112335205, -0.13129466772079468, 0.4719318151473999, 0.18979665637016296, -0.43892359733581543, 0.6380926370620728, 0.5370566844940186, -1.054375052452087...
[ 0.055714014917612076, -1.0481034517288208, -0.9271212220191956, -1.5964491367340088, 1.3747055530548096, -1.5711171627044678, 1.1026129722595215, -0.6806760430335999, -0.27479490637779236, 0.40779244899749756, -0.9846885800361633, -0.7788596749305725, 1.4682267904281616, 0.7362104058265686...
W1867566533
Method
Hemodynamic parameters and transthoracic echocardiographic measurement of systolic and diastolic functions were the variables evaluated.
{ "m": "Describing the process: typical verbs in the passive form", "s": "360.93" }
[ 0.9534034729003906, 0.39828959107398987, -3.6267740726470947, -0.24157966673374176, 0.663296103477478, 0.4439907670021057, 0.7539381980895996, -0.40908893942832947, -0.490104079246521, -0.7584261298179626, -0.3473309874534607, 1.019883632659912, 1.6408090591430664, -0.12494659423828125, ...
[ 1.8567547798156738, -1.7838982343673706, -2.5858302116394043, -0.09273544698953629, 2.1755495071411133, -0.9461767077445984, 1.8206510543823242, -1.7537785768508911, -0.26839736104011536, -1.1032599210739136, -1.3268085718154907, 1.8579535484313965, 0.29316380620002747, 1.2025492191314697,...
W1867566533
Method
Serum levels of creatine phosphokinase CPK, the MB isoenzyme of creatine kinase CKMB, occurrence of myocardial ischemia or infarction, and mean duration of using inotropic agents were significantly lower in the milrinone group p 0.05.
{ "m": "Reporting positive and negative reactions", "s": "400.94" }
[ 0.6849220991134644, -0.872626781463623, -3.173208236694336, 0.39211586117744446, 0.5108456015586853, -0.6019585728645325, -0.14754469692707062, 0.08721140772104263, 0.1337158977985382, -0.5999722480773926, -0.436315655708313, 0.5870950818061829, 0.7528513073921204, -0.38214150071144104, ...
[ 0.6771084070205688, -1.2362143993377686, -2.0393099784851074, -0.3401051163673401, 2.2078564167022705, -0.7015125155448914, 1.8455250263214111, -2.200439453125, 0.10336378961801529, -0.7571256756782532, -0.8173918724060059, 1.6329715251922607, 0.5351963043212891, 1.0338636636734009, -0.8...
W1867566533
Result
There were no significant differences between the two groups regarding the development of ventricular arrhythmia, duration of cardiopulmonary bypass, intraaortic balloon pump and inotropic support requirement, duration of mechanical ventilation, duration of intensive care unit stay and mortality rate.
{ "m": "Stating a negative result", "s": "513.21" }
[ 0.2139534056186676, 0.5649229884147644, -3.170482873916626, 0.6906954050064087, 1.032564640045166, 1.0831061601638794, 0.013916744850575924, -0.8703913688659668, -0.1789551079273224, -1.0588117837905884, 0.9181345105171204, 0.425724059343338, -0.16259299218654633, -0.5917864441871643, 0....
[ 0.8851632475852966, -0.329183965921402, -1.5524638891220093, 0.0344252772629261, 2.378166675567627, 1.3969007730484009, 0.8828855156898499, -1.669865369796753, -1.1954216957092285, -1.5482144355773926, -1.3035383224487305, 1.0818275213241577, 0.09177743643522263, 1.0038625001907349, -0.2...
W1867566533
Result
Although mean preoperative LVEF was significantly lower in the milrinone group, there was no significant difference between postoperative LVEFs.
{ "m": "Acknowledging limitation(s) whilst stating a finding or contribution", "s": "460.6" }
[ 0.13194583356380463, -0.16862723231315613, -3.504319667816162, -0.6242514848709106, 0.032930757850408554, 0.23458954691886902, -0.03436742722988129, -0.20709572732448578, -0.6157167553901672, -0.7683423161506653, -0.3857778012752533, 0.6275530457496643, 1.035445213317871, -0.73172795772552...
[ 2.480714797973633, 1.030221939086914, 0.6409083008766174, 0.3377090096473694, 0.7584565281867981, 2.000263214111328, -0.5891016721725464, -0.25642129778862, 1.0022181272506714, -2.834754705429077, -0.05999014154076576, 0.6392320990562439, -0.46054452657699585, 0.96302330493927, 1.6331498...
W1867566533
Limitations
We suggest that perioperative administration of milrinone in patients undergoing onpump CABG, especially those with low LVEF, is beneficial.
{ "m": "Suggesting general hypotheses", "s": "436.99" }
[ 0.0008209680672734976, 0.14156745374202728, -3.5375094413757324, -0.5150841474533081, 0.03608153015375137, -0.686889111995697, -0.6750113368034363, -0.04352573677897453, 0.11629463732242584, -0.14811064302921295, -0.01261731144040823, 0.6191104650497437, 0.7095685005187988, -0.328803658485...
[ 0.26536622643470764, 0.538978099822998, 0.02680801972746849, -0.6391538977622986, 1.913080096244812, -0.9272852540016174, -0.10390294343233109, -1.8984652757644653, 1.1012498140335083, 0.6932703256607056, 1.7747622728347778, 1.4847476482391357, -0.8483520746231079, 1.688403844833374, 0.7...
W1867566533
Hypothesis
Ensembles of learnt models constitute one of the main current directions in machine learning and data mining.
{ "m": "Establising the importance of the topic as a problem to be addressed", "s": "386.64" }
[ -1.0051066875457764, 0.21024362742900848, -4.073300361633301, -0.6274411082267761, 1.930294394493103, -0.1661491096019745, 0.31555455923080444, 0.04190890118479729, -0.9892280697822571, 0.06006583571434021, -0.22547873854637146, 0.9938839077949524, 2.702453136444092, 0.36917877197265625, ...
[ -0.9732598066329956, 1.1939111948013306, 0.12848062813282013, 1.0948121547698975, 0.9902141690254211, 0.7501531839370728, -1.0025622844696045, 0.559704601764679, 1.8136358261108398, -0.3516916334629059, 0.614773690700531, 0.512268602848053, -0.5258806943893433, 0.8242363929748535, 1.0799...
W1488364163
Importance
Ensembles allow us to achieve higher accuracy, which is often not achievable with single models.
{ "m": "Suggesting general hypotheses", "s": "452.45" }
[ -1.089609146118164, 0.8453365564346313, -4.518042087554932, -0.7037944197654724, 1.4066866636276245, -0.3903336226940155, 0.38691768050193787, 0.7711113095283508, -1.0237339735031128, 0.692196249961853, 0.37101173400878906, 1.088210940361023, 1.9786792993545532, 1.2785545587539673, -0.45...
[ 0.12310595065355301, 2.4147043228149414, -1.9514496326446533, 0.3016568124294281, 1.6558970212936401, 0.18506912887096405, -0.5836533904075623, 1.057782769203186, 1.1748929023742676, -0.08754301816225052, 0.6750142574310303, 0.017833778634667397, 0.1092570498585701, 1.731379747390747, 0....
W1488364163
Hypothesis
It was shown theoretically and experimentally that in order for an ensemble to be effective, it should consist of highaccuracy base classifiers that should have high diversity in their predictions.
{ "m": "Comparing the result: supporting previous findings", "s": "469.58" }
[ -0.8084665536880493, 1.817813515663147, -3.976499080657959, -0.9428984522819519, 1.9708703756332397, -0.11676938831806183, 0.1886201798915863, 1.2027475833892822, -0.6717261075973511, 0.8398116827011108, 0.5329469442367554, 1.749983549118042, 1.83235764503479, 1.5974018573760986, -0.5807...
[ 1.0305503606796265, 0.405371755361557, -2.181303024291992, -1.1990625858306885, 2.0391314029693604, -1.3112397193908691, 0.3250144124031067, 1.4630625247955322, -0.0950240045785904, -0.6044541597366333, 0.25664687156677246, 0.5174859166145325, 0.6775445938110352, 0.013567592017352581, 0....
W1488364163
Result
One technique, which proved to be effective for constructing an ensemble of accurate and diverse base classifiers, is to use different feature subsets, or socalled ensemble feature selection.
{ "m": "Referring back to the research aims or procedures", "s": "482.67" }
[ -0.5335347056388855, 0.4557023346424103, -3.7753243446350098, -1.079004168510437, 1.0032180547714233, -0.630057692527771, 0.5542455315589905, 0.4973231256008148, -0.8788371682167053, 0.49298837780952454, 0.5076417326927185, 1.2435344457626343, 2.3515102863311768, 1.7241263389587402, -0.7...
[ 1.05525541305542, -0.5709884762763977, -1.8284502029418945, -1.6052745580673218, 2.726442575454712, -1.574731469154358, 0.7982836961746216, -1.41112220287323, 0.14074639976024628, 1.098352074623108, 0.09430519491434097, -0.1861981600522995, 2.575040578842163, 0.4883628189563751, 0.134089...
W1488364163
Aims
Many ensemble feature selection strategies incorporate diversity as a component of the fitness function in the search for the best collection of feature subsets.
{ "m": "Giving reasons why a particular method was adopted", "s": "500.93" }
[ -0.6711554527282715, 1.1084688901901245, -3.7242512702941895, 0.08299998939037323, 1.4148670434951782, 0.09531337767839432, 0.5613937973976135, 0.12265406548976898, -0.4304330348968506, 0.2590371072292328, 0.19705550372600555, 0.8133203387260437, 2.296617031097412, 1.7288548946380615, -0...
[ 0.6293351054191589, 0.9658085703849792, -1.4378668069839478, 0.0755397230386734, 1.0782150030136108, 0.26047614216804504, -0.8666687607765198, -1.1872550249099731, 0.9240058064460754, 0.38235849142074585, -0.01727166771888733, -0.8713679909706116, 2.850837230682373, 1.389145851135254, -1...
W1488364163
Purpose
There are known a number of ways to quantify diversity in ensembles of classifiers, and little research has been done about their appropriateness to ensemble feature selection.
{ "m": "Identifying a knowledge gap in the field of study", "s": "359.17" }
[ -1.1353371143341064, 1.0967984199523926, -3.6038148403167725, -1.0872220993041992, 1.6588917970657349, 0.18994617462158203, 1.0664538145065308, 0.5343443155288696, -0.5556017756462097, 0.7553136348724365, 0.634922444820404, 1.6930413246154785, 1.939336895942688, 1.7869993448257446, -1.09...
[ -0.8894200325012207, -1.1656593084335327, -1.5841171741485596, -0.6456732749938965, 1.963829755783081, 2.219573974609375, -0.55689537525177, 0.14239244163036346, 0.05925164371728897, -1.3441927433013916, 1.0641963481903076, 0.2210424244403839, 0.04775640368461609, 1.337012767791748, -0.8...
W1488364163
Uncertainty
In this paper, we compare seven measures of diversity with regard to their possible use in ensemble feature selection.
{ "m": "Outlining the structure of a thesis or dissertation", "s": "385.98" }
[ -0.6184009313583374, 1.1171867847442627, -4.007839202880859, -1.016198754310608, 1.257222056388855, 0.16581454873085022, 0.8358686566352844, 0.03261088207364082, -0.6711564064025879, 0.8325150609016418, 0.3741936981678009, 0.8634107112884521, 1.355704426765442, 2.0208258628845215, -0.728...
[ 0.6178799867630005, -0.16202111542224884, -1.4697067737579346, -1.3681737184524536, -0.23462030291557312, -1.3919780254364014, -0.6348662972450256, -2.5548510551452637, -1.843304991722107, -1.1623250246047974, 1.3428462743759155, -0.22109059989452362, 0.6872169375419617, 2.0625030994415283...
W1488364163
Other
We conduct experiments on 21 data sets from the UCI machine learning repository, comparing the ensemble accuracy and other characteristics for the ensembles built with ensemble feature selection based on the considered measures of diversity.
{ "m": "Indicating the methodology for the current research", "s": "477.64" }
[ -1.1514822244644165, 0.6534368991851807, -3.4747869968414307, -0.31877341866493225, 1.5066121816635132, -0.003687560558319092, 0.6153150796890259, 0.48368698358535767, -1.2277512550354004, 0.6460264325141907, 0.2762622833251953, 1.3520697355270386, 1.1363288164138794, 1.3083813190460205, ...
[ -0.7221747040748596, -0.12156984210014343, -1.3143830299377441, -1.3404580354690552, 1.1048141717910767, -1.8645581007003784, 0.42664071917533875, -3.09663987159729, -0.782492995262146, -0.031988535076379776, 0.2173125445842743, 0.23460136353969574, 1.0616480112075806, 1.0108071565628052, ...
W1488364163
Method
We consider five search strategies for ensemble feature selection simple random subsampling, genetic search, hillclimbing, ensemble forward and backward sequential selection.
{ "m": "Describing questionnaire design", "s": "463.21" }
[ -0.7081674933433533, 0.9628571271896362, -3.488889217376709, -0.032408781349658966, 0.9113578796386719, -0.5503767132759094, 0.9967230558395386, -0.1392923891544342, -0.8432921767234802, 0.5775520205497742, -0.55450838804245, 0.9580658674240112, 1.4037563800811768, 1.6007784605026245, -0...
[ -0.033332448452711105, 0.7583125829696655, -1.5297496318817139, -1.9390062093734741, -0.03989602252840996, -1.5735249519348145, 1.8498132228851318, -1.7217134237289429, -0.9846002459526062, 1.6294684410095215, -0.309593141078949, -1.4336315393447876, 2.403007745742798, 1.6179497241973877, ...
W1488364163
Method
In the experiments, we show that, in some cases, the ensemble feature selection process can be sensitive to the choice of the diversity measure, and that the question of the superiority of a particular measure depends on the context of the use of diversity and on the data being processed.
{ "m": "Suggesting general hypotheses", "s": "368.53" }
[ -0.24307124316692352, 1.089685082435608, -3.5721287727355957, -0.9732028841972351, 1.6643189191818237, 0.23074617981910706, 0.8352242112159729, 0.5948606729507446, -0.5709812045097351, 0.8025338649749756, 0.4839356541633606, 1.1919875144958496, 1.580580234527588, 1.8244668245315552, -0.7...
[ 0.6685876250267029, 1.0686876773834229, -1.521583914756775, -0.08064195513725281, 2.561474561691284, -0.3807739019393921, -0.15087398886680603, -0.4364078640937805, 0.5908105969429016, -0.011440347880125046, -0.21179631352424622, 0.6238499879837036, 0.38511136174201965, 2.462421178817749, ...
W1488364163
Hypothesis
A technological system has trajectories that involve a pathdependent roadmap of an innovation.
{ "m": "Describing the process: typical verbs in the passive form", "s": "420.26" }
[ 0.0030162036418914795, 1.6389881372451782, -2.9507477283477783, 0.16206149756908417, 0.9305903315544128, 0.3963681757450104, 0.6063227653503418, -1.2618812322616577, 0.16388075053691864, -0.4747123420238495, 0.48364320397377014, 0.1687726229429245, 1.8385738134384155, 1.391905426979065, ...
[ 0.7490534782409668, -0.5478304028511047, -2.351625442504883, -0.8267082571983337, 2.5523436069488525, 0.7218413352966309, -0.10930021852254868, -1.3333696126937866, -0.0939660295844078, -0.4102647006511688, -0.6972601413726807, 0.9718360900878906, 0.11414775997400284, 2.670619249343872, ...
W1594670219
Method
Evolutionary trajectory presents the direction, capability, and paradigm that help the decision making of scientists and technologists.
{ "m": "Stating the purpose of the thesis, dissertation, or research article (note use of present tense)", "s": "505.93" }
[ -0.3157864212989807, 0.6172108054161072, -3.1371068954467773, -0.06119272857904434, 1.9551856517791748, 0.9471003413200378, 0.2533659040927887, -0.84096759557724, 0.21042241156101227, 0.16912339627742767, 1.049149751663208, 0.28175118565559387, 2.9641902446746826, 1.143085241317749, -0.3...
[ 0.5823899507522583, -0.05425785854458809, -1.2039433717727661, -0.8396581411361694, 1.8408969640731812, -1.4382234811782837, -0.30115920305252075, -0.8837527632713318, 0.07120323181152344, -0.5514971017837524, 1.4547175168991089, 0.184515580534935, 1.018384575843811, 1.2829406261444092, ...
W1594670219
Purpose
While most visualization of technology road mapping has been done by expensive human forces, this paper proposes an automatic process to explore the pathdependent and evolution process of the underling patents.
{ "m": "Contrasting sources with ‘however’ for emphasis", "s": "433.99" }
[ 0.14341357350349426, 0.6738144159317017, -3.0637893676757812, -0.6956524848937988, -0.0742124542593956, -0.509830117225647, 0.5708712339401245, 0.48751503229141235, 0.26336440443992615, 0.3073675036430359, 1.2649221420288086, -0.27060380578041077, 2.5342354774475098, 0.11738334596157074, ...
[ 0.02343200519680977, -0.33253413438796997, -0.25382184982299805, -1.2118253707885742, 0.40821558237075806, 2.3268635272979736, -0.49859994649887085, -0.7719469666481018, 0.5870857834815979, 0.08831652253866196, 2.7730977535247803, -0.7580471038818359, 1.3306633234024048, 1.401422381401062,...
W1594670219
Result
Shimano Inc. is selected due to its dominance in the bicycle component market.
{ "m": "Indicating criteria for selection or inclusion in the study", "s": "377.16" }
[ 0.7278366088867188, 1.6471518278121948, -3.467566967010498, 0.5035233497619629, 0.69061279296875, -0.16252315044403076, 0.2231658697128296, -1.0488815307617188, 0.06102731451392174, 0.5084716081619263, 0.1154010072350502, 0.45004406571388245, 0.14583633840084076, -0.42794618010520935, 1....
[ -1.1036922931671143, 1.430303931236267, 0.2644178867340088, 0.020640239119529724, -0.05239769443869591, 0.5533427000045776, -0.06256197392940521, -0.39450976252555847, 0.9705654978752136, 1.8438196182250977, -1.144981026649475, 1.0555771589279175, 1.7547659873962402, 0.034914787858724594, ...
W1594670219
Method
This paper demonstrates the benefits that such methods can help scientists and technologists in finding the related but often isolated technological fields together through the visualization process.
{ "m": "Referring back to the purpose of the paper or study", "s": "396.33" }
[ 0.3924628496170044, 1.50155508518219, -2.944833278656006, -1.3473708629608154, 0.6162112355232239, -0.7851711511611938, 0.5296128988265991, -0.47475138306617737, 0.009372193366289139, -0.3348768353462219, 1.2677483558654785, -0.0891200378537178, 2.6962337493896484, 0.5119009017944336, -0...
[ -0.3987354636192322, 2.4271984100341797, -0.03379456698894501, -0.9608196020126343, 0.7676098942756653, -1.2148725986480713, -1.8451042175292969, 0.0725439041852951, 1.5373080968856812, -0.9148871302604675, 1.784377098083496, 0.4913180470466614, 0.4861864447593689, 1.0095515251159668, 1....
W1594670219
Purpose
Classification is the basis of cognition.
{ "m": "Describing the process: typical verbs in the passive form", "s": "542.79" }
[ 0.9893410801887512, 1.0062748193740845, -3.7611074447631836, -1.3916800022125244, 1.8235325813293457, 0.2698841691017151, 1.1966131925582886, -0.007992146536707878, 0.0220237597823143, -0.22669076919555664, 0.3952207565307617, 0.35545724630355835, 1.959053874015808, 1.2123568058013916, 0...
[ 1.4144638776779175, 0.07798144221305847, -3.4137496948242188, -0.2390471249818802, 2.2975687980651855, -0.23174548149108887, 0.03281254321336746, -0.31536591053009033, 0.4198542535305023, -0.6691369414329529, 0.3991639316082001, 1.3574235439300537, 0.4755689799785614, 0.8590151071548462, ...
W1679108893
Method
Unlike other solutions, this study approaches it from the view of outliers.
{ "m": "Suggesting general hypotheses", "s": "549.75" }
[ -0.15586450695991516, 2.0912091732025146, -3.453158140182495, -0.6857336163520813, 0.8524987101554871, 0.3969639837741852, -0.2867036461830139, -0.15615582466125488, 0.40425905585289, 0.7153644561767578, 0.4673818051815033, 0.5440029501914978, 1.819282054901123, 0.6136355996131897, 0.103...
[ 0.4647260308265686, 1.049511432647705, -0.5923082828521729, -0.33493170142173767, 2.314023494720459, 0.8601723909378052, -0.7811301946640015, 0.21557453274726868, 1.0733330249786377, 0.17274299263954163, 2.906818151473999, -0.3366226553916931, 1.1682144403457642, 1.3496758937835693, 0.91...
W1679108893
Hypothesis
We present an expanding algorithm to detect outliers in univariate datasets, together with the underlying foundation.
{ "m": "Outlining the structure of a short paper", "s": "410.92" }
[ 0.9885962605476379, 1.3532427549362183, -4.1232829093933105, -1.1048412322998047, 0.3987060785293579, -0.33459001779556274, 0.6924499869346619, 0.029865631833672523, -0.5615994334220886, 0.27458855509757996, 0.9213661551475525, 0.9974365830421448, 1.7926725149154663, 0.38395029306411743, ...
[ 0.0413951501250267, 0.5418325066566467, -1.0529041290283203, -1.5230571031570435, 1.6308419704437256, -3.2919070720672607, -0.9848515391349792, -1.8398069143295288, -0.7880691885948181, -0.4549673795700073, 2.193599224090576, 0.18217779695987701, 1.7955886125564575, 1.4368432760238647, 0...
W1679108893
Other
The expanding algorithm runs in a holistic way, making it a rather robust solution.
{ "m": "Suggesting general hypotheses", "s": "485.87" }
[ 1.090424656867981, 2.7829983234405518, -3.7532613277435303, -0.7577459812164307, 0.3777695298194885, -0.7114319801330566, -0.04703386873006821, 0.8781934976577759, 0.5344675183296204, 0.7350292801856995, 1.159593105316162, 0.2332741767168045, 2.1646571159362793, 0.9024853110313416, -0.60...
[ 2.162806749343872, 0.6694952845573425, -1.5484514236450195, 0.2177862823009491, 1.9572890996932983, -0.42190736532211304, 0.3555801808834076, 0.32742199301719666, 0.8064193725585938, -0.3225690424442291, 2.3378264904022217, 1.0674190521240234, -1.0873764753341675, 2.372515916824341, 1.25...
W1679108893
Hypothesis
Synthetic and real data experiments show its power.
{ "m": "Restating a result or one of several results", "s": "438.82" }
[ 0.27352645993232727, 1.4199855327606201, -4.430774688720703, -1.0368690490722656, 1.6609476804733276, -0.6322252154350281, 0.10240916907787323, 1.2036019563674927, -0.33181676268577576, -0.8787980675697327, 1.0186161994934082, 0.46787431836128235, 2.2529382705688477, -0.15462328493595123, ...
[ 2.7234840393066406, 0.5455241799354553, -4.026645660400391, -0.43410196900367737, 2.4926443099975586, -1.646889090538025, -0.4936915338039398, 0.16064295172691345, -0.021412713453173637, -0.9975624680519104, 1.5511184930801392, 1.2779532670974731, -0.11601061373949051, 1.381083369255066, ...
W1679108893
Result
Furthermore, an application for multiclass problems leads to the introduction of the oscillator algorithm.
{ "m": "Setting out the research questions or hypotheses", "s": "468.97" }
[ 0.5265464782714844, 1.0792561769485474, -3.528721809387207, -0.7396940588951111, 0.15675529837608337, -1.116194486618042, 1.3919140100479126, 0.09498095512390137, 0.16074545681476593, 0.3879599869251251, -0.4116617441177368, 0.6757089495658875, 1.7618224620819092, 2.142181873321533, -0.7...
[ 1.9915050268173218, 0.26330095529556274, -1.0811513662338257, -0.18207688629627228, 0.8674516081809998, -2.005878210067749, -0.6998239159584045, -0.40861913561820984, 0.9013717174530029, -0.6984560489654541, 0.10819781571626663, 0.06537764519453049, 2.484809637069702, 1.7154045104980469, ...
W1679108893
Aims
The corresponding result implies the potential wide use of the expanding algorithm.
{ "m": "Suggesting implications for what is already known", "s": "460.83" }
[ 0.8658374547958374, 2.7899439334869385, -3.3980298042297363, -0.882478654384613, -0.19551554322242737, -0.25765830278396606, 0.12767170369625092, 0.32808151841163635, 0.8820211887359619, 0.6610555648803711, 0.3203496038913727, 0.6123996376991272, 2.701152801513672, 0.5672724843025208, -0...
[ 0.6543893218040466, 1.386950969696045, 0.4321669936180115, 0.3198729455471039, 0.940627932548523, -0.34559160470962524, -1.1179300546646118, 0.7293248772621155, 2.435743808746338, -1.0927706956863403, 0.25665202736854553, -0.00490310974419117, 0.045513223856687546, 0.6628599762916565, 0....
W1679108893
Implications