{"id":"https://openalex.org/W7225587182","doi":"https://doi.org/10.5281/zenodo.24054460","title":"THE EFFECTS OF GENERATIVE AI TOOLS ON STEM STUDENTS' INFORMATION LITERACY IN BIOLOGY","display_name":"THE EFFECTS OF GENERATIVE AI TOOLS ON STEM STUDENTS' INFORMATION LITERACY IN BIOLOGY","publication_year":2026,"publication_date":"2026-11-08","ids":{"openalex":"https://openalex.org/W7225587182","doi":"https://doi.org/10.5281/zenodo.24054460"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.24054460","doi":"https://doi.org/10.5281/zenodo.24054460","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24054460","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.24054460","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161287192","display_name":"Rose Ann D. Galit","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Galit, Rose Ann D.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5161287095","display_name":"Crystel Vhea M. Matibag","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matibag, Crystel Vhea M.","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":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T10712","display_name":"Library Science and Information Literacy","score":0.8589000105857849,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10712","display_name":"Library Science and Information Literacy","score":0.8589000105857849,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"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/T14414","display_name":"Artificial Intelligence in Education","score":0.10660000145435333,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T12887","display_name":"Educational Strategies and Epistemologies","score":0.010499999858438969,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-ai-tools","display_name":"generative AI tools","score":0.9240000247955322},{"id":"https://openalex.org/keywords/information-literacy","display_name":"information literacy","score":0.9909999966621399},{"id":"https://openalex.org/keywords/biology-education","display_name":"biology education","score":0.7990000247955322},{"id":"https://openalex.org/keywords/stem-students","display_name":"STEM students","score":0.9800000190734863},{"id":"https://openalex.org/keywords/secondary-school-students","display_name":"high school students","score":0.7919999957084656},{"id":"https://openalex.org/keywords/locating-information","display_name":"locating information","score":0.7919999957084656},{"id":"https://openalex.org/keywords/responsible-use-of-information","display_name":"responsible use of information","score":0.8410000205039978},{"id":"https://openalex.org/keywords/personalized-tutoring","display_name":"personalized tutoring","score":0.9279999732971191},{"id":"https://openalex.org/keywords/ai-generated-content","display_name":"AI-generated content","score":0.37299999594688416},{"id":"https://openalex.org/keywords/ai-use-guidelines","display_name":"AI use guidelines","score":0.45100000500679016}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7656999826431274},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.6118999719619751},{"id":"https://openalex.org/C119883117","wikidata":"https://www.wikidata.org/wiki/Q679789","display_name":"Information literacy","level":2,"score":0.5199000239372253},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.47110000252723694},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43869999051094055},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4334000051021576},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40149998664855957},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.38339999318122864},{"id":"https://openalex.org/C77379859","wikidata":"https://www.wikidata.org/wiki/Q2064596","display_name":"Scientific literacy","level":3,"score":0.3384999930858612},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.3165000081062317},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2802000045776367},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.2773999869823456},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.27630001306533813},{"id":"https://openalex.org/C2984117370","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public information","level":2,"score":0.27129998803138733},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2702000141143799}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.24054460","doi":"https://doi.org/10.5281/zenodo.24054460","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24054460","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},{"id":"doi:10.5281/zenodo.24054461","doi":"https://doi.org/10.5281/zenodo.24054461","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24054461","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"}],"best_oa_location":{"id":"doi:10.5281/zenodo.24054460","doi":"https://doi.org/10.5281/zenodo.24054460","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24054460","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},"sustainable_development_goals":[{"display_name":"Quality education","score":0.9235000014305115,"id":"https://metadata.un.org/sdg/4"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7118012601","https://openalex.org/W4414667993","https://openalex.org/W7166475414","https://openalex.org/W7154913565","https://openalex.org/W7215158983","https://openalex.org/W7160047346","https://openalex.org/W7207822440","https://openalex.org/W4408411786","https://openalex.org/W7216255944","https://openalex.org/W7164920827"],"abstract_inverted_index":{"This":[0],"study,":[1],"conducted":[2],"from":[3,71],"January":[4],"to":[5,9,110,124,188,240],"July":[6],"2026,":[7],"aimed":[8,228],"determine":[10,111,125],"the":[11,112,126,208,224,231],"adverse":[12,48,115,163],"effects":[13,116,164],"of":[14,30,35,58,117,176,216,236],"generative":[15,118,130,146,200,237],"AI":[16,119,131,147,201,238],"tools":[17,32,101,120,132,148,160,239],"on":[18,50,165,182,221],"STEM":[19,69,242],"students\u2019":[20,28,135,166,180,243],"information":[21,136,167,212,217,244],"literacy":[22,137,245],"in":[23,33,76,138,170,246],"Biology.":[24,139,247],"Specifically,":[25],"it":[26],"examined":[27],"use":[29,57,113,145,215,235],"these":[31,159,222],"terms":[34],"personalized":[36,150],"tutoring,":[37,151],"content":[38,152,184],"creation,":[39,153],"and":[40,42,55,92,114,121,134,154,156,204,213,233],"feedback":[41,155],"assessment,":[43],"as":[44,46],"well":[45],"their":[47,186],"effect":[49],"locating":[51,171,205],"information,":[52,54,172,206],"analyzing":[53,211],"responsible":[56,214,234],"information.":[59],"The":[60],"research":[61],"surveyed":[62],"one":[63],"hundred":[64],"thirty-five":[65],"(135)":[66],"Grade":[67],"11":[68],"students":[70,143],"a":[72,87,174],"public":[73],"high":[74],"school":[75],"Sariaya,":[77],"Quezon,":[78],"using":[79,96],"total":[80],"population":[81],"sampling.":[82],"A":[83],"descriptive-correlational":[84],"method":[85],"with":[86,173,210],"quantitative":[88],"approach":[89],"was":[90,218],"employed,":[91],"data":[93],"were":[94],"collected":[95],"self-made":[97],"survey":[98],"questionnaire.":[99],"Statistical":[100],"used":[102],"for":[103,149],"analysis":[104,195],"included":[105],"Weighted":[106],"Arithmetic":[107],"Mean":[108],"(WAM)":[109],"Spearman\u2019s":[122],"rho":[123],"significant":[127,162,197],"relationships":[128],"between":[129,199],"usage":[133,203],"Findings":[140],"revealed":[141],"that":[142,179],"frequently":[144],"assessment.":[157],"However,":[158],"show":[161],"literacy,":[168],"particularly":[169],"WAM":[175],"2.64,":[177],"indicating":[178],"overreliance":[181],"AI-generated":[183],"reduced":[185],"initiative":[187],"explore":[189],"multiple":[190],"credible":[191],"references.":[192],"Furthermore,":[193],"statistical":[194],"confirmed":[196],"relationship":[198,209],"tool":[202],"while":[207],"limited.":[219],"Based":[220],"findings,":[223],"researchers":[225],"proposed":[226],"guidelines":[227],"at":[229],"promoting":[230],"effective":[232],"enhance":[241]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-11-09T00:00:00"}