{"meta":{"query_hash":"5b43702b2845","filters":{"venue":"Academic Journal of Engineering Studies"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/5b43702b2845","api":"https://metacan.xera.ac/api/v1/cohort?venue=Academic+Journal+of+Engineering+Studies"},"results":[{"id":"W4406102540","doi":"10.31031/aes.2020.01.000510","title":"Supporting Career Choices for Women in the Sciences and Engineering","year":2020,"lang":"en","type":"article","venue":"Academic Journal of Engineering Studies","topic":"Career Development and Diversity","field":"Social Sciences","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":"Engineering ethics; Career development; Psychology; Engineering; Engineering management; Medical education; Sociology; Pedagogy; Medicine","score_opus":0.08168238504079092,"score_gpt":0.33977926470562764,"score_spread":0.25809687966483674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406102540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5059526,0.036443263,0.0041858503,0.22532475,0.0033331667,0.00010115369,0.00013991342,0.000059890437,0.22445944],"genre_scores_gemma":[0.9461256,0.014663497,0.0015766893,0.010911637,0.0004855922,0.00005868629,0.00004782323,0.000018119841,0.02611249],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99617565,0.0021021445,0.00006869695,0.00015825263,0.0004977867,0.0009974327],"domain_scores_gemma":[0.9906764,0.0041235327,0.0010233225,0.00019802728,0.0008347523,0.0031440284],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0056023994,0.00029347383,0.00031259318,0.0012170092,0.0062991986,0.004964786,0.0006176744,0.0012715214,0.008433528],"category_scores_gemma":[0.01116679,0.00014717711,0.00032571238,0.0008518922,0.0034479105,0.0026938424,0.0068068127,0.001596147,0.0014616158],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013646978,0.00049741316,0.09829759,0.0010952732,0.000038833103,0.0013054303,0.1962744,0.00020498481,0.0019916764,0.07190575,0.041854724,0.58639765],"study_design_scores_gemma":[0.000034442368,0.00041854085,0.033194687,0.0031481313,0.000030704894,0.0012285291,0.30173397,0.0001741013,0.0010258267,0.03351754,0.6254404,0.00005320201],"about_ca_topic_score_codex":0.0018695972,"about_ca_topic_score_gemma":0.0056896475,"teacher_disagreement_score":0.9943976,"about_ca_system_score_codex":0.0012411446,"about_ca_system_score_gemma":0.006381744,"threshold_uncertainty_score":0.029628694},"labels":[],"label_agreement":null}]}