{"id":"https://openalex.org/W7110515744","doi":null,"title":"Data for \"What are the various roles and perceptions of squirrels in Alaska Native cultures? A proof-of-concept using Machine Learning with insights from interviews with Alaska Native communities\"","display_name":"Data for \"What are the various roles and perceptions of squirrels in Alaska Native cultures? A proof-of-concept using Machine Learning with insights from interviews with Alaska Native communities\"","publication_year":2025,"publication_date":"2025-10-24","ids":{"openalex":"https://openalex.org/W7110515744"},"language":"en","primary_location":{"id":"pmh:oai:scholarworks.alaska.edu:11122/16238","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/11122/16238","pdf_url":null,"source":{"id":"https://openalex.org/S4377196538","display_name":"ScholarWorks - UA (University of Alaska System)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2802090665","host_organization_name":"University of Alaska System","host_organization_lineage":["https://openalex.org/I2802090665"],"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":"Article"},"volume":null,"type":"dataset","indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Steiner, Moriz","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Steiner, Moriz","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"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/T12614","display_name":"Indigenous Studies and Ecology","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12614","display_name":"Indigenous Studies and Ecology","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11420","display_name":"Geographies of human-animal interactions","score":0.0017000000225380063,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10199","display_name":"Wildlife Ecology and Conservation","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/squirrels","display_name":"Sciuridae","score":0.996999979019165},{"id":"https://openalex.org/keywords/alaska-native-culture","display_name":"Alaska Native culture","score":0.9010000228881836},{"id":"https://openalex.org/keywords/subsistence-hunting","display_name":"subsistence hunting","score":0.6240000128746033},{"id":"https://openalex.org/keywords/classification-and-regression-trees","display_name":"classification and regression trees","score":0.8709999918937683},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"gradient boosting","score":0.9599999785423279},{"id":"https://openalex.org/keywords/interior-alaska","display_name":"interior Alaska","score":0.41200000047683716},{"id":"https://openalex.org/keywords/western-alaska","display_name":"western Alaska","score":0.8339999914169312}],"concepts":[{"id":"https://openalex.org/C156005406","wikidata":"https://www.wikidata.org/wiki/Q2787508","display_name":"Subsistence agriculture","level":3,"score":0.6412000060081482},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5625},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5199999809265137},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.36640000343322754},{"id":"https://openalex.org/C2992135444","wikidata":"https://www.wikidata.org/wiki/Q4232928","display_name":"Native american","level":2,"score":0.3662000000476837},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36239999532699585},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.3497999906539917},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.3384999930858612},{"id":"https://openalex.org/C2780198215","wikidata":"https://www.wikidata.org/wiki/Q361428","display_name":"Informal learning","level":2,"score":0.3379000127315521},{"id":"https://openalex.org/C173651095","wikidata":"https://www.wikidata.org/wiki/Q1065449","display_name":"Introduced species","level":2,"score":0.33329999446868896},{"id":"https://openalex.org/C194943564","wikidata":"https://www.wikidata.org/wiki/Q1129049","display_name":"Participant observation","level":2,"score":0.32679998874664307},{"id":"https://openalex.org/C514011633","wikidata":"https://www.wikidata.org/wiki/Q1428168","display_name":"Traditional knowledge","level":3,"score":0.2953999936580658},{"id":"https://openalex.org/C87156501","wikidata":"https://www.wikidata.org/wiki/Q7268708","display_name":"Qualitative property","level":2,"score":0.29330000281333923},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2922999858856201},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.29019999504089355},{"id":"https://openalex.org/C29985473","wikidata":"https://www.wikidata.org/wiki/Q188460","display_name":"Natural resource","level":2,"score":0.2822999954223633},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.2784000039100647},{"id":"https://openalex.org/C79416737","wikidata":"https://www.wikidata.org/wiki/Q2305519","display_name":"Social learning","level":2,"score":0.2687999904155731},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26260000467300415},{"id":"https://openalex.org/C24845683","wikidata":"https://www.wikidata.org/wiki/Q178651","display_name":"Interview","level":2,"score":0.257099986076355},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.2538999915122986},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.2533000111579895},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.25130000710487366}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:scholarworks.alaska.edu:11122/16238","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/11122/16238","pdf_url":null,"source":{"id":"https://openalex.org/S4377196538","display_name":"ScholarWorks - UA (University of Alaska System)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2802090665","host_organization_name":"University of Alaska System","host_organization_lineage":["https://openalex.org/I2802090665"],"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":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life on land","score":0.4390000104904175}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Alaska":[0,6,40,54],"Native":[1,41,55,185],"communities":[2,42],"have":[3],"lived":[4],"in":[5,35,43,112,131,164],"for":[7,162,204],"over":[8],"15,000":[9],"years,":[10],"developing":[11],"sustainable":[12],"subsistence":[13],"activities":[14],"and":[15,24,45,57,72,77,81,97,100,114,146,170,199,216],"a":[16,87,156,205],"close":[17],"relationship":[18,37],"with":[19,53,92],"the":[20,31,79,108,128,132,192],"surrounding":[21],"landscape,":[22],"flora,":[23],"fauna.":[25],"In":[26],"this":[27,36,151,159,196],"study,":[28],"I":[29,48,85,123,154],"explored":[30],"role(s)":[32],"squirrels":[33,111],"play":[34],"across":[38,119],"different":[39,120],"interior":[44],"western":[46],"Alaska.":[47],"carried":[49],"out":[50],"six":[51],"interviews":[52,80,182],"\u2018users\u2019":[56],"trappers/":[58],"hunters":[59],"to":[60,104,126,180],"assess":[61],"their":[62],"perception":[63],"of":[64,110,158,178],"squirrel":[65],"fur":[66],"values,":[67],"hunting":[68],"interests,":[69],"spiritual":[70],"links,":[71],"as":[73,116,118],"food.":[74],"To":[75],"describe":[76],"analyze":[78],"underlying":[82],"signals":[83,130],"therein,":[84],"use":[86],"novel":[88],"Machine":[89],"Learning":[90],"framework":[91],"two":[93],"algorithms":[94],"(CART":[95],"(Classification":[96],"Regression":[98],"Trees),":[99],"TreeNet":[101],"gradient":[102],"boosting)":[103],"present":[105],"differences":[106],"between":[107],"role":[109],"users":[113],"trappers/hunters,":[115],"well":[117],"communities.":[121,186],"Thereby,":[122],"also":[124],"aim":[125],"detect":[127],"strongest":[129],"data":[133,168,208],"that":[134],"are":[135],"otherwise":[136],"likely":[137],"missed":[138],"when":[139],"following":[140],"conventional":[141],"interview":[142],"analysis":[143],"methods":[144],"(manifest":[145],"latent":[147],"content":[148],"analyses).":[149],"With":[150],"interdisciplinary":[152,197],"approach,":[153],"provide":[155,189],"proof-of-concept":[157],"synergized":[160],"approach":[161,198],"progress":[163],"combining":[165],"natural":[166],"science":[167],"mining":[169],"social":[171],"sciences":[172],"by":[173],"including":[174],"several":[175],"guiding":[176],"rules":[177],"thumb":[179],"facilitate":[181],"among":[183],"Alaskan":[184],"These":[187],"guidelines":[188],"insights":[190],"into":[191],"lessons":[193],"learned":[194],"from":[195],"include":[200],"suggested":[201],"future":[202],"approaches":[203],"more":[206],"complete":[207],"gathering":[209],"process,":[210],"while":[211],"remaining":[212],"achievable":[213],"within":[214],"academic":[215],"higher":[217],"education":[218],"student":[219],"timelines.":[220]},"counts_by_year":[],"updated_date":"2026-07-14T23:32:53.992493","created_date":"2025-12-08T00:00:00"}