{"id":"https://openalex.org/W7169926488","doi":"https://doi.org/10.5281/zenodo.24139908","title":"Functional Intelligence Framework","display_name":"Functional Intelligence Framework","publication_year":2026,"publication_date":"2026-11-11","ids":{"openalex":"https://openalex.org/W7169926488","doi":"https://doi.org/10.5281/zenodo.24139908"},"language":"en","primary_location":{"id":"pmh:oai:share.osf.io:c9585761-2f8b-4994-9c3d-a646724de80d","doi":null,"is_oa":false,"landing_page_url":"https://osf.io/xjngw","pdf_url":null,"source":{"id":"https://openalex.org/S4306401127","display_name":"OSF Preprints (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Project"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.24139908","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5141313141","display_name":"How","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"How Intelligence Works","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5141313141"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11577","display_name":"Cognitive Abilities and Testing","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11577","display_name":"Cognitive Abilities and Testing","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14381","display_name":"Psychiatry, Mental Health, Neuroscience","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14394","display_name":"Cognitive Science and Education Research","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.7062000036239624},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6019999980926514},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5946000218391418},{"id":"https://openalex.org/C517642484","wikidata":"https://www.wikidata.org/wiki/Q2388514","display_name":"Intelligence analysis","level":2,"score":0.5684999823570251},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4512999951839447},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.40880000591278076},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.3971000015735626},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3828999996185303},{"id":"https://openalex.org/C2777131603","wikidata":"https://www.wikidata.org/wiki/Q5508796","display_name":"Functional approach","level":2,"score":0.3319999873638153},{"id":"https://openalex.org/C40046163","wikidata":"https://www.wikidata.org/wiki/Q3268831","display_name":"Intelligence cycle","level":3,"score":0.32989999651908875},{"id":"https://openalex.org/C166047926","wikidata":"https://www.wikidata.org/wiki/Q170277","display_name":"Intelligence quotient","level":3,"score":0.3179999887943268},{"id":"https://openalex.org/C20854674","wikidata":"https://www.wikidata.org/wiki/Q4386060","display_name":"Cognitive architecture","level":3,"score":0.30970001220703125},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3093000054359436},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.30880001187324524},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.3077000081539154},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.3001999855041504},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.2971999943256378},{"id":"https://openalex.org/C162027153","wikidata":"https://www.wikidata.org/wiki/Q2264109","display_name":"Artificial general intelligence","level":2,"score":0.2856999933719635},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2791000008583069},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.27410000562667847},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.2703000009059906},{"id":"https://openalex.org/C45801056","wikidata":"https://www.wikidata.org/wiki/Q2273844","display_name":"Social intelligence","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C43540301","wikidata":"https://www.wikidata.org/wiki/Q689971","display_name":"Paradigm shift","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2565000057220459}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:share.osf.io:c9585761-2f8b-4994-9c3d-a646724de80d","doi":null,"is_oa":false,"landing_page_url":"https://osf.io/xjngw","pdf_url":null,"source":{"id":"https://openalex.org/S4306401127","display_name":"OSF Preprints (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Project"},{"id":"doi:10.5281/zenodo.24139908","doi":"https://doi.org/10.5281/zenodo.24139908","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24139908","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.5281/zenodo.24139909","doi":"https://doi.org/10.5281/zenodo.24139909","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24139909","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.5281/zenodo.24139908","doi":"https://doi.org/10.5281/zenodo.24139908","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24139908","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7047413043","https://openalex.org/W7038488763","https://openalex.org/W7060957729","https://openalex.org/W7206182430","https://openalex.org/W6981924668","https://openalex.org/W6991195277","https://openalex.org/W7111599951","https://openalex.org/W7014042177","https://openalex.org/W7060751165","https://openalex.org/W2781723381"],"abstract_inverted_index":{"The":[0,87,232],"Functional":[1],"Intelligence":[2,187,224],"Framework":[3],"(FIF)":[4],"addresses":[5],"a":[6,34,146,195,201],"fundamental":[7],"problem":[8],"in":[9],"intelligence":[10,39,47,84,108,117,205,213],"research:":[11],"observed":[12],"performance":[13,21,123,133,199],"is":[14,40,85],"routinely":[15],"used":[16],"to":[17],"infer":[18],"intelligence,":[19],"although":[20],"depends":[22],"on":[23,240,249,251],"multiple":[24],"interacting":[25,91],"systems":[26],"that":[27,101],"are":[28],"not":[29,135],"themselves":[30],"intelligence.":[31,139],"FIF":[32,144,176,192],"proposes":[33,194],"functional":[35,92,128,161,209],"architecture":[36,210],"explaining":[37],"how":[38,112,121],"transformed":[41],"into":[42],"observable":[43],"performance.":[44],"It":[45,110],"defines":[46],"as":[48,200],"adaptive":[49],"predictive":[50],"modeling":[51],"capacity":[52,56],"and":[53,60,79,97,104,130,152,173,183,217],"distinguishes":[54],"this":[55],"from":[57,126,197],"the":[58,64,66,72,75,80,185,208],"physiological":[59],"psychological":[61],"state":[62],"of":[63,68,74],"person,":[65],"availability":[67],"their":[69],"cognitive":[70],"capacities,":[71],"demands":[73],"task,":[76],"environmental":[77],"conditions,":[78],"mechanisms":[81],"through":[82,211],"which":[83,212],"expressed.":[86],"framework":[88],"specifies":[89],"eleven":[90],"components,":[93],"two":[94],"global":[95],"modulators\u2014State":[96],"Access\u2014and":[98],"normative-interpretive":[99],"frameworks":[100],"shape":[102],"cognition":[103],"evaluation":[105,151],"without":[106],"constituting":[107],"itself.":[109],"explains":[111],"individuals":[113],"with":[114,177],"comparable":[115],"underlying":[116],"may":[118],"perform":[119],"differently,":[120],"similar":[122],"can":[124],"arise":[125],"different":[127],"mechanisms,":[129],"why":[131],"impaired":[132],"does":[134],"necessarily":[136],"indicate":[137],"diminished":[138],"Beyond":[140],"its":[141],"theoretical":[142],"contribution,":[143],"establishes":[145],"research":[147,233],"programme":[148],"for":[149,170,204,237],"empirical":[150],"measurement.":[153],"Six":[154],"accompanying":[155],"appendices":[156],"examine":[157],"existing":[158],"evidence,":[159],"operationalize":[160],"components":[162],"using":[163],"available":[164],"datasets,":[165],"specify":[166],"separate":[167],"assessment":[168],"profiles":[169],"Person,":[171],"Task,":[172],"Environment,":[174],"compare":[175],"established":[178],"theories,":[179],"define":[180],"falsifiable":[181],"predictions,":[182],"introduce":[184],"Open":[186],"Measurement":[188],"Instruments":[189],"(OIMI)":[190],"initiative.":[191],"therefore":[193],"shift":[196],"treating":[198],"direct":[202],"proxy":[203],"toward":[206],"investigating":[207],"becomes":[214],"observable,":[215],"constrained,":[216],"measurable.":[218],"Manuscript":[219],"version:":[220],"1.9Research":[221],"initiative:":[222],"How":[223],"WorksPublication":[225],"status:":[226],"Preprint":[227],"under":[228],"journal":[229,238],"peer":[230],"review.":[231],"was":[234,247],"first":[235],"submitted":[236],"consideration":[239],"6":[241],"July":[242],"2026.":[243,254],"An":[244],"earlier":[245],"version":[246,259],"registered":[248],"OSF":[250],"1":[252],"August":[253],"This":[255],"deposit":[256],"makes":[257],"manuscript":[258],"1.9":[260],"publicly":[261],"available.":[262]},"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-07-22T00:00:00"}