diff --git a/nl_requirements.txt b/nl_requirements.txt
index 16957a83d6..9c56100f7d 100644
--- a/nl_requirements.txt
+++ b/nl_requirements.txt
@@ -12,4 +12,5 @@ torchvision==0.17.2
 # TODO: this is pinned because latest huggingface_hub is not compatible with
 # sentence-transformers v2.2.2. Look into upgrading sentence-transformers to
 # v2.3.0 or newer
-huggingface_hub==0.25.2
\ No newline at end of file
+huggingface_hub==0.25.2
+transformers==4.45.2
\ No newline at end of file
diff --git a/server/integration_tests/test_data/detection_api_bio/whatisthephylumofvolvox/debug_info.json b/server/integration_tests/test_data/detection_api_bio/whatisthephylumofvolvox/debug_info.json
index 046cbf177a..88264f8460 100644
--- a/server/integration_tests/test_data/detection_api_bio/whatisthephylumofvolvox/debug_info.json
+++ b/server/integration_tests/test_data/detection_api_bio/whatisthephylumofvolvox/debug_info.json
@@ -10,29 +10,29 @@
   "query_with_places_removed": "what is the phylum of",
   "sv_matching": {
     "CosineScore": [
-      0.35510891675949097,
-      0.34608712792396545,
-      0.34525778889656067,
-      0.34484589099884033,
-      0.3411365747451782,
-      0.3384982645511627,
-      0.3349902927875519,
-      0.33166080713272095,
-      0.32600581645965576,
-      0.32424452900886536,
-      0.32060614228248596,
-      0.3142656087875366,
-      0.31276530027389526,
-      0.3126294016838074,
-      0.31250450015068054,
+      0.35510897636413574,
+      0.3460872769355774,
+      0.3452577292919159,
+      0.344845712184906,
+      0.34113651514053345,
+      0.3384983241558075,
+      0.3349902033805847,
+      0.3316609561443329,
+      0.3260059356689453,
+      0.32424432039260864,
+      0.3206062316894531,
+      0.31426557898521423,
+      0.3127653896808624,
+      0.31262922286987305,
+      0.31250447034835815,
       0.31177398562431335,
-      0.31033891439437866,
-      0.3100748062133789,
-      0.3098834156990051,
-      0.30805402994155884,
-      0.3074587285518646,
+      0.31033921241760254,
+      0.31007489562034607,
+      0.30988338589668274,
+      0.3080539405345917,
+      0.30745869874954224,
       0.30719631910324097,
-      0.3039420545101166
+      0.3039420247077942
     ],
     "MultiSV": {},
     "Query": "what is the phylum of",
@@ -64,34 +64,34 @@
   },
   "props_matching": {
     "CosineScore": [
-      1.0000001192092896,
-      0.47528403997421265,
-      0.3615415692329407,
-      0.3420097827911377,
-      0.32933083176612854,
-      0.3184516429901123,
-      0.3146698474884033,
-      0.3083950877189636,
-      0.30794060230255127,
-      0.3046301305294037,
-      0.2827085256576538,
-      0.2818753123283386,
-      0.28082767128944397,
-      0.28045278787612915,
-      0.2742983102798462,
-      0.2715049386024475,
-      0.27071818709373474,
-      0.2695465385913849,
-      0.25990062952041626,
-      0.25990062952041626,
-      0.24827902019023895,
-      0.24662014842033386,
-      0.24632105231285095,
-      0.24616341292858124,
-      0.24212220311164856,
-      0.23135532438755035,
-      0.2296244204044342,
-      0.2277354896068573
+      0.9999998807907104,
+      0.4752839505672455,
+      0.36154165863990784,
+      0.34200993180274963,
+      0.3293309211730957,
+      0.31845176219940186,
+      0.31466981768608093,
+      0.3083951473236084,
+      0.3079407513141632,
+      0.30463001132011414,
+      0.28270864486694336,
+      0.28187549114227295,
+      0.2808278203010559,
+      0.2804529666900635,
+      0.27429836988449097,
+      0.27150505781173706,
+      0.2707182466983795,
+      0.26954683661460876,
+      0.2599008083343506,
+      0.2599008083343506,
+      0.24827907979488373,
+      0.24662044644355774,
+      0.24632112681865692,
+      0.24616354703903198,
+      0.24212250113487244,
+      0.23135541379451752,
+      0.2296244502067566,
+      0.22773587703704834
     ],
     "PROP": [
       "phylum",
diff --git a/server/integration_tests/test_data/detection_api_bio/whattypesofgenesarefgfr1,apoe,andache/debug_info.json b/server/integration_tests/test_data/detection_api_bio/whattypesofgenesarefgfr1,apoe,andache/debug_info.json
index 2e9413e755..0d288676b2 100644
--- a/server/integration_tests/test_data/detection_api_bio/whattypesofgenesarefgfr1,apoe,andache/debug_info.json
+++ b/server/integration_tests/test_data/detection_api_bio/whattypesofgenesarefgfr1,apoe,andache/debug_info.json
@@ -12,30 +12,30 @@
   "query_with_places_removed": "what types of genes are and",
   "sv_matching": {
     "CosineScore": [
-      0.5237791538238525,
-      0.4451894164085388,
-      0.41981467604637146,
-      0.41922128200531006,
-      0.4136667847633362,
-      0.4096526503562927,
-      0.40661105513572693,
-      0.4013715982437134,
-      0.4010191261768341,
-      0.400637686252594,
-      0.39874640107154846,
-      0.39836061000823975,
-      0.39052367210388184,
-      0.3890332579612732,
-      0.38846099376678467,
-      0.3883823752403259,
-      0.3873301148414612,
-      0.38642191886901855,
-      0.3858962655067444,
-      0.3856789469718933,
-      0.38543426990509033,
-      0.38533884286880493,
-      0.3818426728248596,
-      0.37970495223999023
+      0.5237788558006287,
+      0.44518929719924927,
+      0.4198145568370819,
+      0.41922125220298767,
+      0.4136667251586914,
+      0.4096524715423584,
+      0.4066111147403717,
+      0.40137141942977905,
+      0.40101921558380127,
+      0.40063756704330444,
+      0.3987462520599365,
+      0.3983607292175293,
+      0.39052334427833557,
+      0.3890331983566284,
+      0.38846108317375183,
+      0.3883824050426483,
+      0.3873300850391388,
+      0.3864220678806305,
+      0.38589635491371155,
+      0.385678768157959,
+      0.3854341208934784,
+      0.38533875346183777,
+      0.3818424642086029,
+      0.37970471382141113
     ],
     "MultiSV": {},
     "Query": "what types of genes are and",
@@ -68,29 +68,29 @@
   },
   "props_matching": {
     "CosineScore": [
-      0.908610999584198,
-      0.7445293664932251,
-      0.7330226898193359,
-      0.7175887823104858,
-      0.6834691166877747,
-      0.6590197086334229,
-      0.6340402960777283,
-      0.5988124012947083,
+      0.9086108803749084,
+      0.7445291876792908,
+      0.7330227494239807,
+      0.7175889611244202,
+      0.6834693551063538,
+      0.6590196490287781,
+      0.6340398192405701,
+      0.5988121628761292,
       0.595878541469574,
-      0.5850145220756531,
-      0.5810791850090027,
+      0.5850147604942322,
+      0.5810789465904236,
       0.5432419776916504,
       0.5399730205535889,
       0.5320467948913574,
       0.5309585928916931,
-      0.5142703056335449,
-      0.5125278234481812,
-      0.46105992794036865,
-      0.44410809874534607,
-      0.3982294797897339,
-      0.3944428563117981,
-      0.392289936542511,
-      0.38480231165885925
+      0.5142701268196106,
+      0.5125278830528259,
+      0.4610598683357239,
+      0.4441079795360565,
+      0.3982292413711548,
+      0.3944430947303772,
+      0.3922898471355438,
+      0.38480237126350403
     ],
     "PROP": [
       "typeOfGene",
diff --git a/server/integration_tests/test_data/detection_api_multivar/comparemalepopulationwithfemalepopulation/debug_info.json b/server/integration_tests/test_data/detection_api_multivar/comparemalepopulationwithfemalepopulation/debug_info.json
index 4611fc3e24..6911e00711 100644
--- a/server/integration_tests/test_data/detection_api_multivar/comparemalepopulationwithfemalepopulation/debug_info.json
+++ b/server/integration_tests/test_data/detection_api_multivar/comparemalepopulationwithfemalepopulation/debug_info.json
@@ -8,43 +8,43 @@
   "query_with_places_removed": "compare male population with female population",
   "sv_matching": {
     "CosineScore": [
-      0.9187595844268799,
-      0.8590543866157532,
+      0.9187589883804321,
+      0.8590542674064636,
       0.8354092836380005,
-      0.7823134660720825,
-      0.7773187756538391,
+      0.7823135852813721,
+      0.7773193120956421,
       0.7762894630432129,
       0.7663271427154541,
-      0.766107439994812,
-      0.7614184617996216,
-      0.7606041431427002,
-      0.7595797181129456,
-      0.7573733329772949,
-      0.7573024034500122,
-      0.757297158241272,
-      0.7553009390830994,
-      0.7533451318740845,
-      0.7532937526702881,
-      0.7509560585021973,
-      0.7482578754425049,
-      0.7451456785202026,
-      0.7443947792053223,
-      0.7431552410125732,
-      0.7426693439483643,
-      0.7396597862243652,
-      0.7371534109115601,
-      0.7366002798080444,
-      0.7347153425216675,
-      0.733651876449585,
-      0.732607901096344,
-      0.7325160503387451,
-      0.7302997708320618,
-      0.7299268841743469,
+      0.7661072611808777,
+      0.7614185810089111,
+      0.7606043219566345,
+      0.7595799565315247,
+      0.7573726773262024,
+      0.757302463054657,
+      0.7572974562644958,
+      0.7553005814552307,
+      0.753344714641571,
+      0.7532935738563538,
+      0.7509563565254211,
+      0.7482579350471497,
+      0.7451451420783997,
+      0.7443950176239014,
+      0.7431556582450867,
+      0.7426689267158508,
+      0.7396599650382996,
+      0.7371536493301392,
+      0.7365996241569519,
+      0.7347152829170227,
+      0.7336517572402954,
+      0.7326081991195679,
+      0.7325156927108765,
+      0.7302993535995483,
+      0.729926347732544,
       0.7289118766784668,
-      0.7289034724235535,
-      0.7280722260475159,
-      0.7259584665298462,
-      0.7259330153465271
+      0.728903591632843,
+      0.7280725836753845,
+      0.7259583473205566,
+      0.7259331345558167
     ],
     "MultiSV": {
       "Candidates": [
@@ -54,7 +54,7 @@
           "Parts": [
             {
               "CosineScore": [
-                0.9257857799530029
+                0.9257851839065552
               ],
               "QueryPart": "male population",
               "SV": [
@@ -64,7 +64,7 @@
             {
               "CosineScore": [
                 0.92969810962677,
-                0.884743332862854
+                0.8847430348396301
               ],
               "QueryPart": "female population",
               "SV": [
@@ -80,7 +80,7 @@
           "Parts": [
             {
               "CosineScore": [
-                0.9117770791053772
+                0.9117769002914429
               ],
               "QueryPart": "male population female",
               "SV": [
@@ -89,8 +89,8 @@
             },
             {
               "CosineScore": [
-                0.8982378840446472,
-                0.8723467588424683
+                0.8982371687889099,
+                0.8723466992378235
               ],
               "QueryPart": "population",
               "SV": [
@@ -106,10 +106,10 @@
           "Parts": [
             {
               "CosineScore": [
-                0.808887243270874,
-                0.8034241199493408,
-                0.8017654418945312,
-                0.775155782699585
+                0.8088874816894531,
+                0.8034244179725647,
+                0.8017649054527283,
+                0.7751561999320984
               ],
               "QueryPart": "male",
               "SV": [
@@ -121,8 +121,8 @@
             },
             {
               "CosineScore": [
-                0.9170327186584473,
-                0.873018741607666
+                0.9170326590538025,
+                0.8730189204216003
               ],
               "QueryPart": "population female population",
               "SV": [
diff --git a/server/integration_tests/test_data/detection_api_multivar/compareobesityvs.poverty/debug_info.json b/server/integration_tests/test_data/detection_api_multivar/compareobesityvs.poverty/debug_info.json
index 83ff52431b..2717973e61 100644
--- a/server/integration_tests/test_data/detection_api_multivar/compareobesityvs.poverty/debug_info.json
+++ b/server/integration_tests/test_data/detection_api_multivar/compareobesityvs.poverty/debug_info.json
@@ -8,35 +8,35 @@
   "query_with_places_removed": "compare obesity vs poverty",
   "sv_matching": {
     "CosineScore": [
-      0.8778442740440369,
-      0.7967699766159058,
-      0.762496829032898,
-      0.7499465942382812,
-      0.7484047412872314,
-      0.7442895174026489,
-      0.7357541918754578,
-      0.7350349426269531,
-      0.7310354709625244,
-      0.7289618253707886,
-      0.7266261577606201,
-      0.7264261841773987,
-      0.7264261841773987,
-      0.7253916263580322,
+      0.8778440952301025,
+      0.7967696785926819,
+      0.7624966502189636,
+      0.7499464750289917,
+      0.7484046220779419,
+      0.744289755821228,
+      0.7357544302940369,
+      0.7350348830223083,
+      0.7310351729393005,
+      0.7289621829986572,
+      0.7266256213188171,
+      0.7264258861541748,
+      0.7264258861541748,
+      0.7253912091255188,
       0.7230079174041748,
-      0.7139475345611572,
-      0.7126950621604919,
-      0.7094853520393372,
-      0.7085550427436829,
-      0.7085551023483276,
-      0.7078822255134583,
-      0.7077707052230835,
-      0.7045387029647827,
-      0.7024303078651428,
-      0.7004534602165222,
-      0.6994997262954712,
-      0.6956704258918762,
-      0.6947906613349915,
-      0.6913242936134338
+      0.713947594165802,
+      0.7126947641372681,
+      0.7094854116439819,
+      0.7085545659065247,
+      0.7085544466972351,
+      0.7078820466995239,
+      0.7077706456184387,
+      0.7045392394065857,
+      0.7024305462837219,
+      0.7004537582397461,
+      0.6994994878768921,
+      0.695670485496521,
+      0.6947909593582153,
+      0.6913240551948547
     ],
     "MultiSV": {
       "Candidates": [
@@ -46,10 +46,10 @@
           "Parts": [
             {
               "CosineScore": [
-                0.8467836380004883,
-                0.8316553831100464,
-                0.8201552033424377,
-                0.8177061080932617
+                0.8467828035354614,
+                0.8316561579704285,
+                0.8201544284820557,
+                0.8177065253257751
               ],
               "QueryPart": "obesity",
               "SV": [
diff --git a/server/integration_tests/test_data/detection_api_multivar/howarefactorslikeobesity,bloodpressureandasthmaimpactedbyclimatechange/debug_info.json b/server/integration_tests/test_data/detection_api_multivar/howarefactorslikeobesity,bloodpressureandasthmaimpactedbyclimatechange/debug_info.json
index e015ba346e..fdb51b9dd8 100644
--- a/server/integration_tests/test_data/detection_api_multivar/howarefactorslikeobesity,bloodpressureandasthmaimpactedbyclimatechange/debug_info.json
+++ b/server/integration_tests/test_data/detection_api_multivar/howarefactorslikeobesity,bloodpressureandasthmaimpactedbyclimatechange/debug_info.json
@@ -8,34 +8,34 @@
   "query_with_places_removed": "how are factors like obesity , blood pressure and asthma impacted by climate change",
   "sv_matching": {
     "CosineScore": [
-      0.7864793539047241,
-      0.7135567665100098,
-      0.691805362701416,
-      0.6740915179252625,
-      0.6734591722488403,
-      0.6704620718955994,
-      0.6635113954544067,
-      0.6593924760818481,
-      0.6520178318023682,
-      0.6484817266464233,
+      0.7864788770675659,
+      0.7135568261146545,
+      0.691805899143219,
+      0.6740916967391968,
+      0.6734588742256165,
+      0.670462429523468,
+      0.6635114550590515,
+      0.6593927145004272,
+      0.6520175337791443,
+      0.6484816074371338,
       0.6461696624755859,
-      0.6459026336669922,
-      0.6435545682907104,
+      0.6459028124809265,
+      0.6435540914535522,
       0.6410900354385376,
-      0.6405231952667236,
-      0.6402113437652588,
-      0.6384210586547852,
-      0.6380343437194824,
-      0.6376464366912842,
-      0.6346377730369568,
-      0.6341456174850464,
+      0.640523374080658,
+      0.6402111649513245,
+      0.6384206414222717,
+      0.6380341053009033,
+      0.6376466751098633,
+      0.6346374154090881,
+      0.6341455578804016,
       0.6338476538658142,
-      0.6322696805000305,
-      0.6322205662727356,
-      0.6304948925971985,
-      0.6302965879440308,
-      0.6298357844352722,
-      0.6295678019523621
+      0.632270336151123,
+      0.6322208046913147,
+      0.6304947137832642,
+      0.6302966475486755,
+      0.6298351287841797,
+      0.6295675039291382
     ],
     "MultiSV": {
       "Candidates": [
@@ -45,7 +45,7 @@
           "Parts": [
             {
               "CosineScore": [
-                0.7997788190841675
+                0.7997785806655884
               ],
               "QueryPart": "factors like obesity blood pressure asthma impacted",
               "SV": [
@@ -54,7 +54,7 @@
             },
             {
               "CosineScore": [
-                1.0
+                1.000000238418579
               ],
               "QueryPart": "climate change",
               "SV": [
@@ -69,11 +69,11 @@
           "Parts": [
             {
               "CosineScore": [
-                0.7588618993759155,
-                0.7463642954826355,
-                0.740165650844574,
-                0.7351235151290894,
-                0.7130995988845825
+                0.7588625550270081,
+                0.7463639974594116,
+                0.740165114402771,
+                0.7351229190826416,
+                0.7130995392799377
               ],
               "QueryPart": "factors like obesity",
               "SV": [
@@ -86,7 +86,7 @@
             },
             {
               "CosineScore": [
-                0.9999996423721313
+                1.0000003576278687
               ],
               "QueryPart": "blood pressure",
               "SV": [
@@ -95,8 +95,8 @@
             },
             {
               "CosineScore": [
-                0.8255698680877686,
-                0.8027870059013367
+                0.8255704641342163,
+                0.802787184715271
               ],
               "QueryPart": "asthma impacted climate change",
               "SV": [
@@ -112,9 +112,9 @@
           "Parts": [
             {
               "CosineScore": [
-                0.7768431901931763,
-                0.7495046257972717,
-                0.7342654466629028,
+                0.7768431305885315,
+                0.7495043873786926,
+                0.7342660427093506,
                 0.7325114011764526
               ],
               "QueryPart": "factors like obesity blood pressure asthma",
@@ -127,7 +127,7 @@
             },
             {
               "CosineScore": [
-                0.9056921005249023
+                0.9056915044784546
               ],
               "QueryPart": "impacted climate change",
               "SV": [
@@ -142,7 +142,7 @@
           "Parts": [
             {
               "CosineScore": [
-                0.8207905888557434
+                0.8207898736000061
               ],
               "QueryPart": "factors like obesity blood pressure",
               "SV": [
@@ -151,8 +151,8 @@
             },
             {
               "CosineScore": [
-                0.8255698680877686,
-                0.8027870059013367
+                0.8255704641342163,
+                0.802787184715271
               ],
               "QueryPart": "asthma impacted climate change",
               "SV": [
diff --git a/server/integration_tests/test_data/detection_api_multivar/numberofpoorhispanicwomenwithphd/debug_info.json b/server/integration_tests/test_data/detection_api_multivar/numberofpoorhispanicwomenwithphd/debug_info.json
index 9732c39707..88431aa490 100644
--- a/server/integration_tests/test_data/detection_api_multivar/numberofpoorhispanicwomenwithphd/debug_info.json
+++ b/server/integration_tests/test_data/detection_api_multivar/numberofpoorhispanicwomenwithphd/debug_info.json
@@ -8,46 +8,46 @@
   "query_with_places_removed": "number of poor hispanic women with phd",
   "sv_matching": {
     "CosineScore": [
-      0.7985796332359314,
-      0.7883262634277344,
-      0.776346743106842,
-      0.77406245470047,
-      0.7410296201705933,
-      0.7334667444229126,
-      0.7228284478187561,
-      0.722568929195404,
-      0.6995474100112915,
-      0.6995023488998413,
-      0.697618305683136,
-      0.6974341869354248,
-      0.696003794670105,
-      0.6953426003456116,
-      0.6945168972015381,
-      0.6939643621444702,
-      0.6935360431671143,
-      0.6908406019210815,
-      0.6906974911689758,
-      0.6896734237670898,
-      0.6889521479606628,
-      0.6886201500892639,
-      0.6863292455673218,
+      0.7985790967941284,
+      0.788325846195221,
+      0.7763473391532898,
+      0.7740628719329834,
+      0.741028904914856,
+      0.7334664463996887,
+      0.7228288054466248,
+      0.7225687503814697,
+      0.6995472311973572,
+      0.6995018720626831,
+      0.6976181268692017,
+      0.6974342465400696,
+      0.6960033774375916,
+      0.6953437924385071,
+      0.6945170760154724,
+      0.6939643025398254,
+      0.693536639213562,
+      0.6908403635025024,
+      0.690697431564331,
+      0.6896734833717346,
+      0.6889524459838867,
+      0.6886194348335266,
+      0.686329185962677,
       0.6859177947044373,
-      0.6827540397644043,
-      0.6822139620780945,
-      0.6815624237060547,
-      0.67987459897995,
-      0.676856517791748,
-      0.6763089299201965,
-      0.6751540303230286,
-      0.6744991540908813,
-      0.6725671291351318,
-      0.6717973947525024,
-      0.6691675186157227,
-      0.6690007448196411,
-      0.6682180762290955,
-      0.6678104400634766,
-      0.6650688052177429,
-      0.6648702621459961
+      0.6827537417411804,
+      0.6822136044502258,
+      0.6815626621246338,
+      0.6798743009567261,
+      0.6768563985824585,
+      0.6763087511062622,
+      0.6751545071601868,
+      0.6744989156723022,
+      0.6725670695304871,
+      0.6717979907989502,
+      0.6691677570343018,
+      0.6690006852149963,
+      0.6682180166244507,
+      0.6678112149238586,
+      0.665069043636322,
+      0.6648703813552856
     ],
     "MultiSV": {
       "Candidates": [
@@ -57,17 +57,17 @@
           "Parts": [
             {
               "CosineScore": [
-                0.8311771750450134,
-                0.8310011029243469,
-                0.8255152702331543,
-                0.8195514678955078,
-                0.8145602345466614,
-                0.8090661764144897,
-                0.8086389303207397,
-                0.8074402809143066,
-                0.8002950549125671,
-                0.7985796332359314,
-                0.787818193435669
+                0.831177294254303,
+                0.8310007452964783,
+                0.8255155086517334,
+                0.8195511698722839,
+                0.8145607709884644,
+                0.8090665936470032,
+                0.8086387515068054,
+                0.8074401021003723,
+                0.8002946972846985,
+                0.798579752445221,
+                0.7878183722496033
               ],
               "QueryPart": "number of poor hispanic",
               "SV": [
@@ -86,8 +86,8 @@
             },
             {
               "CosineScore": [
-                0.8318259119987488,
-                0.8029923439025879
+                0.8318256139755249,
+                0.8029921650886536
               ],
               "QueryPart": "women phd",
               "SV": [
@@ -103,8 +103,8 @@
           "Parts": [
             {
               "CosineScore": [
-                0.8366719484329224,
-                0.7972691059112549
+                0.836671769618988,
+                0.7972695827484131
               ],
               "QueryPart": "number of poor",
               "SV": [
@@ -114,10 +114,10 @@
             },
             {
               "CosineScore": [
-                0.8151505589485168,
-                0.7885995507240295,
-                0.7775554656982422,
-                0.7752053141593933
+                0.8151502013206482,
+                0.7885994911193848,
+                0.7775559425354004,
+                0.7752048969268799
               ],
               "QueryPart": "hispanic women phd",
               "SV": [
@@ -135,8 +135,8 @@
           "Parts": [
             {
               "CosineScore": [
-                0.8495935201644897,
-                0.8335005044937134
+                0.8495932221412659,
+                0.8335015177726746
               ],
               "QueryPart": "number of poor hispanic women",
               "SV": [
@@ -146,11 +146,11 @@
             },
             {
               "CosineScore": [
-                0.7646968960762024,
+                0.7646967172622681,
                 0.7476688027381897,
-                0.7377066612243652,
-                0.7362767457962036,
-                0.7305882573127747
+                0.7377063632011414,
+                0.7362765669822693,
+                0.7305881977081299
               ],
               "QueryPart": "phd",
               "SV": [
diff --git a/server/integration_tests/test_data/detection_api_multivar/showmetheimpactofclimatechangeondrought/debug_info.json b/server/integration_tests/test_data/detection_api_multivar/showmetheimpactofclimatechangeondrought/debug_info.json
index e0c5938a14..faec85fed8 100644
--- a/server/integration_tests/test_data/detection_api_multivar/showmetheimpactofclimatechangeondrought/debug_info.json
+++ b/server/integration_tests/test_data/detection_api_multivar/showmetheimpactofclimatechangeondrought/debug_info.json
@@ -8,30 +8,30 @@
   "query_with_places_removed": "show me the impact of climate change on drought",
   "sv_matching": {
     "CosineScore": [
-      0.8393681645393372,
-      0.79311203956604,
-      0.7699974775314331,
-      0.7208107709884644,
-      0.7175306081771851,
+      0.8393685817718506,
+      0.7931121587753296,
+      0.7699977159500122,
+      0.7208102941513062,
+      0.7175307869911194,
       0.6995436549186707,
-      0.6863456964492798,
-      0.674246609210968,
-      0.6730499267578125,
-      0.6703540682792664,
-      0.6652892827987671,
-      0.6644606590270996,
-      0.6353792548179626,
-      0.6349931359291077,
-      0.6347004771232605,
-      0.630818247795105,
+      0.6863453984260559,
+      0.674246072769165,
+      0.673050582408905,
+      0.6703541874885559,
+      0.6652891635894775,
+      0.6644605398178101,
+      0.6353793740272522,
+      0.6349935531616211,
+      0.6347004175186157,
+      0.6308181285858154,
       0.6290862560272217,
-      0.6256592273712158,
-      0.6180376410484314,
-      0.6162123084068298,
-      0.6141720414161682,
-      0.6139707565307617,
-      0.6138609647750854,
-      0.6123877167701721
+      0.6256593465805054,
+      0.6180377006530762,
+      0.6162121891975403,
+      0.6141721606254578,
+      0.6139706969261169,
+      0.6138609051704407,
+      0.6123875379562378
     ],
     "MultiSV": {
       "Candidates": [
@@ -41,7 +41,7 @@
           "Parts": [
             {
               "CosineScore": [
-                0.8787487149238586
+                0.8787480592727661
               ],
               "QueryPart": "show climate change",
               "SV": [
@@ -50,7 +50,7 @@
             },
             {
               "CosineScore": [
-                0.9999998807907104
+                1.000000238418579
               ],
               "QueryPart": "drought",
               "SV": [
@@ -65,8 +65,8 @@
           "Parts": [
             {
               "CosineScore": [
-                0.794236958026886,
-                0.792901337146759
+                0.7942371964454651,
+                0.7929015159606934
               ],
               "QueryPart": "show climate",
               "SV": [
@@ -76,7 +76,7 @@
             },
             {
               "CosineScore": [
-                0.8665127754211426
+                0.866513192653656
               ],
               "QueryPart": "change drought",
               "SV": [