{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"dfc35ac53025","filters":{"venue":"Frontiers in Education Technology"}},"results":[{"id":"W4310136803","doi":"10.22158/fet.v5n4p1","title":"Serious Games for Public Safety: How Gamified Education Can Teach Ontarians Emergency Preparedness","year":2022,"lang":"en","type":"article","venue":"Frontiers in Education Technology","topic":"Educational Games and Gamification","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Emergency management; Metropolitan area; Preparedness; Public relations; Natural disaster; Public health; Political science; Emergency response; Business; Medical emergency; Public administration; Medicine; Nursing; Geography","authors":[{"name":"Annie N. Le","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0133486769013506,"gpt":0.2909150000633688,"spread":0.2775663231620182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001683667,0.001231795,0.0003229198,0.001366836,0.00181954,0.005375152,0.001586469,0.001566636,0.0119362],"category_scores_gemma":[0.004624456,0.000255723,0.0006054637,0.000632051,0.003718142,0.003531835,0.003863607,0.001917551,0.001411399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003966977,"about_ca_system_score_gemma":0.003423486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02659348,"about_ca_topic_score_gemma":0.06142829,"domain_scores_codex":[0.9991115,0.0005246204,0.00002165702,0.00008402279,0.0001205257,0.0001376268],"domain_scores_gemma":[0.998492,0.00105314,0.00005114916,0.00005454123,0.0001093542,0.0002396934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003484905,0.001608734,0.005861092,0.002122765,0.0001236151,0.0009227465,0.03191459,0.01910587,0.003885478,0.4230406,0.07789299,0.433173],"study_design_scores_gemma":[0.0002435442,0.0006726838,0.005052548,0.002260161,0.0001202128,0.0004866526,0.01829352,0.03219366,0.004146192,0.4058142,0.5305383,0.000178363],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1236539,0.0107466,0.3228118,0.05131529,0.001455764,0.001521272,0.0006618531,0.003105016,0.4847285],"genre_scores_gemma":[0.7067708,0.01189851,0.2263863,0.003455403,0.0001713762,0.001179383,0.0004434106,0.0003142843,0.04938053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9734066,"threshold_uncertainty_score":0.05287737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365150168","doi":"10.22158/fet.v6n2p45","title":"Designing a Mixed Model (ANP-SWOT) to Evaluate Practical Scenarios in the Development of Rural Cooperatives in Iran","year":2023,"lang":"en","type":"article","venue":"Frontiers in Education Technology","topic":"Strategic Planning and Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"SWOT analysis; Analytic network process; Business; Process management; Process (computing); Environmental economics; Marketing; Computer science; Operations research; Engineering; Economics; Analytic hierarchy process","authors":[{"name":"Mohammad Taleghani","is_ca":false},{"name":"Ataollah Taleghani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04452584117204655,"gpt":0.3188938858677934,"spread":0.2743680446957469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01777848,0.001725112,0.001263197,0.003173696,0.001657341,0.002558962,0.002060008,0.001639662,0.004515497],"category_scores_gemma":[0.01947707,0.0008067072,0.002515052,0.002673836,0.0009515845,0.002405957,0.002436002,0.001489165,0.0003329022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005258739,"about_ca_system_score_gemma":0.005081423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005512366,"about_ca_topic_score_gemma":0.01018374,"domain_scores_codex":[0.9840151,0.01381133,0.000393478,0.0005952927,0.0007108568,0.000473896],"domain_scores_gemma":[0.9818808,0.01491473,0.001001991,0.0004578203,0.001403006,0.0003418391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001565832,0.003687124,0.03792809,0.003198876,0.001445705,0.001012263,0.008176229,0.7463928,0.004160536,0.05596197,0.002836177,0.1336343],"study_design_scores_gemma":[0.0005194545,0.00544415,0.006804319,0.0004305371,0.0004466542,0.0001150969,0.01182787,0.9386397,0.002041445,0.02659103,0.007016914,0.00012286],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6105221,0.0003899045,0.3624832,0.0006497941,0.0001111671,0.01003046,0.0009006806,0.0001778908,0.01473478],"genre_scores_gemma":[0.6213233,0.0003442648,0.3649221,0.0001413951,0.00001441616,0.01161835,0.0004232337,0.00002719807,0.001185748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01777848,"threshold_uncertainty_score":0.09402275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}