{"meta":{"query_hash":"b79bbcc79ab9","filters":{"venue":"International journal of education and social development."},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/b79bbcc79ab9","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+journal+of+education+and+social+development."},"results":[{"id":"W4412551386","doi":"10.54097/0s907b11","title":"A Critical Evaluation of Otter as an Educational AI Tool: Insights from the UNESCO AI Competency Framework","year":2025,"lang":"en","type":"article","venue":"International journal of education and social development.","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Otter; Engineering ethics; Engineering; Biology; Fishery","score_opus":0.042092478355266465,"score_gpt":0.46888173339473443,"score_spread":0.42678925503946796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412551386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45385012,0.005368242,0.19975013,0.08905047,0.0014115038,0.008479697,0.0003967275,0.0005966648,0.2410964],"genre_scores_gemma":[0.8704545,0.0013531032,0.110640116,0.003938598,0.000094987445,0.0027474354,0.00011726711,0.00023821453,0.0104158735],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.61529344,0.30260766,0.014268557,0.008313418,0.053502765,0.0060142856],"domain_scores_gemma":[0.38018274,0.5002645,0.012716368,0.022957014,0.079326764,0.0045526517],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.36968383,0.00096067315,0.0010906517,0.007840926,0.01298507,0.018992558,0.0038919416,0.003774117,0.0021841272],"category_scores_gemma":[0.38749808,0.0006945487,0.0006666715,0.0035728167,0.042838402,0.016908158,0.015292769,0.00642708,0.0004234633],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021493636,0.00026708347,0.0055777133,0.001295262,0.00003037311,0.0006053964,0.5724254,0.0013624785,0.0028138263,0.25251406,0.007251578,0.1556419],"study_design_scores_gemma":[0.000094832154,0.0007680295,0.006765854,0.0066384277,0.000096248594,0.0005516968,0.62882555,0.004289888,0.012704304,0.08284135,0.25607383,0.00034991582],"about_ca_topic_score_codex":0.023211395,"about_ca_topic_score_gemma":0.04273508,"teacher_disagreement_score":0.36968383,"about_ca_system_score_codex":0.04219093,"about_ca_system_score_gemma":0.06588724,"threshold_uncertainty_score":0.7772921},"labels":[],"label_agreement":null},{"id":"W4414245162","doi":"10.54097/rpka3s53","title":"The Dual Impact of Modern Civilization and the Polar Environment on the Cultural Inheritance and Life Attitudes of the Inuit","year":2025,"lang":"en","type":"article","venue":"International journal of education and social development.","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Civilization; Negotiation; Dual (grammatical number); Face (sociological concept); Coping (psychology); Cultural diversity; Limiting","score_opus":0.026910743347676434,"score_gpt":0.38394672055469137,"score_spread":0.3570359772070149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414245162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996858,0.000079237434,0.00006448424,0.0001689359,0.0000031797242,0.0000019369038,0.0000041770345,5.348725e-7,0.0028195002],"genre_scores_gemma":[0.9997011,0.000048065354,0.000028355125,0.00001314851,0.0000016837766,6.121799e-7,0.0000016143102,2.6173856e-7,0.00020522802],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99970824,0.0001066372,0.000008876282,0.000023954033,0.000056568246,0.00009575685],"domain_scores_gemma":[0.99957055,0.00012806739,0.000116007934,0.000015536898,0.00004111703,0.0001286659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036662066,0.00013922763,0.00011387866,0.00035302795,0.0012589445,0.0010041404,0.00016041637,0.00014514293,0.0014591668],"category_scores_gemma":[0.00088497304,0.00007243095,0.00013540531,0.00026762235,0.0014129241,0.00037551016,0.00086190325,0.00037651943,0.000041924894],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007747342,0.00017589697,0.86024606,0.00005801164,0.000047294645,0.0012746127,0.10122028,0.00013014286,0.0029731388,0.0047032963,0.0002326874,0.028861046],"study_design_scores_gemma":[0.0000017595363,0.000099906225,0.9288923,0.000030296722,0.000022638262,0.00044711368,0.06747756,0.00032532524,0.00030551545,0.00054158166,0.0018453347,0.00001069674],"about_ca_topic_score_codex":0.03274598,"about_ca_topic_score_gemma":0.08453553,"teacher_disagreement_score":0.96725404,"about_ca_system_score_codex":0.00094456546,"about_ca_system_score_gemma":0.0009360433,"threshold_uncertainty_score":0.06511074},"labels":[],"label_agreement":null}]}