{"meta":{"query_hash":"87be3969c869","filters":{"venue":"2022 3rd International Conference on Education, Knowledge and Information Management (ICEKIM)"},"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/87be3969c869","api":"https://metacan.xera.ac/api/v1/cohort?venue=2022+3rd+International+Conference+on+Education%2C+Knowledge+and+Information+Management+%28ICEKIM%29"},"results":[{"id":"W4318811885","doi":"10.1109/icekim55072.2022.00206","title":"Research on Human Resource Management System at Black Saber Software Company","year":2022,"lang":"en","type":"article","venue":"2022 3rd International Conference on Education, Knowledge and Information Management (ICEKIM)","topic":"Gender Diversity and Inequality","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":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Black box; Software; Human resource management; Computer science; Promotion (chess); Process (computing); Poisson regression; Human resource management system; Human resources; Focus (optics); Knowledge management; Artificial intelligence; Economics; Management","score_opus":0.17521861469998748,"score_gpt":0.3962696436032401,"score_spread":0.2210510289032526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318811885","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":[0.9853436,0.0003005837,0.001315815,0.0010077636,0.000026540853,0.000056909186,0.0010889946,0.000026744425,0.010833047],"genre_scores_gemma":[0.99333763,0.00024172182,0.0012005505,0.00018176822,0.000021332922,0.00012113699,0.00077219564,0.000015803273,0.0041077724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99542207,0.001192896,0.0002369134,0.0007074189,0.0017065046,0.0007341101],"domain_scores_gemma":[0.9889248,0.003847512,0.0022292638,0.000565022,0.0030414504,0.0013920241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041227937,0.00020525845,0.00027104502,0.0029141451,0.0019433137,0.0016788266,0.00052804535,0.0002803641,0.0055604014],"category_scores_gemma":[0.012133525,0.00016060093,0.0002149277,0.0038411187,0.00073106016,0.0012093046,0.0011632318,0.00091466424,0.00087537593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078983416,0.00022058816,0.87371176,0.00017150809,0.00003395149,0.00018979363,0.01800991,0.00050446735,0.0006463697,0.0032571217,0.006588398,0.09658716],"study_design_scores_gemma":[0.0000030110857,0.00011804364,0.9703453,0.0001052113,0.000011244436,0.000059953705,0.017040834,0.0009255726,0.000413696,0.0005411637,0.0104178265,0.000017971299],"about_ca_topic_score_codex":0.03304606,"about_ca_topic_score_gemma":0.042482346,"teacher_disagreement_score":0.03304606,"about_ca_system_score_codex":0.0032900134,"about_ca_system_score_gemma":0.004008193,"threshold_uncertainty_score":0.065707445},"labels":[],"label_agreement":null}]}