{"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"},"query_hash":"1154437b9af4","filters":{"venue":"Journal of Teaching and Learning for Graduate Employability"}},"results":[{"id":"W4367551004","doi":"10.21153/jtlge2021vol12no1art1564","title":"Credentialing micro credentials","year":2025,"lang":"en","type":"article","venue":"Journal of Teaching and Learning for Graduate Employability","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Credentialing; Medicine; Medical physics; Medical education","retraction":null,"screen_n_in":null,"score":{"opus":0.1359910103171634,"gpt":0.4765175913252535,"spread":0.3405265810080901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01511666,0.0001543731,0.0005551408,0.000189246,0.002383177,0.00003755674,0.0001599977,0.0002094424,0.00001612847],"category_scores_gemma":[0.005604564,0.0001237422,0.0002121,0.00007147636,0.00005561888,0.0001267552,0.00007247632,0.003197855,0.00000266584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001355202,"about_ca_system_score_gemma":0.0002991093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008257544,"about_ca_topic_score_gemma":0.00006823352,"domain_scores_codex":[0.9944848,0.003460793,0.001216416,0.0002228401,0.0002224688,0.0003926803],"domain_scores_gemma":[0.9961195,0.00235489,0.0007421949,0.0001660379,0.0004734831,0.0001438955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001022823,0.0004615714,0.6936995,0.01005632,0.0007810555,0.00001512688,0.05751375,0.0002358721,0.009666679,0.006301261,0.02305519,0.1971909],"study_design_scores_gemma":[0.00689552,0.00177122,0.2834513,0.008198927,0.000535794,0.00006250372,0.06793435,0.0005444689,0.0002540995,0.02230936,0.6072077,0.0008347512],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975034,0.001287605,0.0142311,0.006495061,0.001843841,0.0004167858,0.000003404461,0.00005115087,0.0006370582],"genre_scores_gemma":[0.9928743,0.0001005441,0.002960195,0.0002233265,0.0006829217,0.00001662153,0.000002201743,0.00001909789,0.003120838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5841525,"threshold_uncertainty_score":0.9991018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401551484","doi":"10.21153/jtlge2024vol15no1art1672","title":"Student Perspectives on Employability Skills in Liberal Arts Programs: A Canadian Case","year":2024,"lang":"en","type":"article","venue":"Journal of Teaching and Learning for Graduate Employability","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Employability; Liberal arts education; Pedagogy; Sociology; Political science; Mathematics education; Psychology; Higher education; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.05328841378945717,"gpt":0.3944788173642447,"spread":0.3411904035747876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01510823,0.0002210282,0.000404268,0.0003837135,0.001232156,0.0004589889,0.0002066995,0.0001385821,0.00003372844],"category_scores_gemma":[0.004865742,0.0001896395,0.0002700228,0.00029574,0.000373421,0.000343919,0.00002494028,0.002104931,0.000004743151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236647,"about_ca_system_score_gemma":0.0009736128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07875235,"about_ca_topic_score_gemma":0.08249135,"domain_scores_codex":[0.995589,0.00221943,0.0006739781,0.0004872267,0.0004714374,0.0005589549],"domain_scores_gemma":[0.9972299,0.001567022,0.0001589449,0.0002072103,0.0002791261,0.0005577632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005956784,0.00088138,0.6007023,0.0001067096,0.00006313125,0.0001604789,0.3207959,0.0001589154,0.000002466643,0.002520007,0.0005507708,0.07399827],"study_design_scores_gemma":[0.001439231,0.002678978,0.756174,0.0009013789,0.0001689271,0.0004784624,0.1338701,0.0001265579,0.00000541299,0.02192208,0.08124275,0.0009920964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895056,0.0003137713,0.00007068465,0.008216349,0.0007279374,0.0005882834,0.000004972329,0.00009278808,0.0004796253],"genre_scores_gemma":[0.9971363,0.00002967367,0.001392396,0.00007481386,0.0004181423,0.00003101191,0.000002472529,0.00002608053,0.0008890975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1869258,"threshold_uncertainty_score":0.9476876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}