{"meta":{"query_hash":"6526dc548d6b","filters":{"venue":"Global Multidisciplinary Perspectives Journal"},"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/6526dc548d6b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Global+Multidisciplinary+Perspectives+Journal"},"results":[{"id":"W4414364795","doi":"10.54660/gmpj.2024.1.1.16-23","title":"Assessment of Legal Frameworks and Policies in Supporting Career Counseling for Inclusivity","year":2024,"lang":"en","type":"article","venue":"Global Multidisciplinary Perspectives Journal","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":"Work (physics); Enforcement; Socioeconomic status; Career development; Focus group; Career counseling; Public policy","score_opus":0.022630671093337804,"score_gpt":0.3907581220421591,"score_spread":0.36812745094882127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414364795","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24287206,0.014358455,0.026546031,0.38173437,0.0013199464,0.0013436747,0.000266811,0.00022292807,0.3313358],"genre_scores_gemma":[0.9565187,0.0030982248,0.014636367,0.01801462,0.00015297983,0.00064340496,0.000110883615,0.000056192923,0.0067685973],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9090091,0.049466748,0.0040115137,0.0032313876,0.018062586,0.016218683],"domain_scores_gemma":[0.7804779,0.11506756,0.02480996,0.010705248,0.036208387,0.03273106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.121027,0.00041495624,0.0005205488,0.0062452527,0.019333957,0.023750026,0.0048017344,0.008433413,0.007485794],"category_scores_gemma":[0.18122073,0.00070375245,0.00084958604,0.0040540337,0.014758161,0.012644258,0.020486623,0.0101785995,0.00072872266],"study_design_candidate":"observational","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":[0.00009520548,0.00056903926,0.050704163,0.00070828106,0.0000438623,0.00047135464,0.06529505,0.002021887,0.00045479552,0.7072698,0.01705682,0.15530977],"study_design_scores_gemma":[0.000104434046,0.000380341,0.07942722,0.016508507,0.00015058172,0.00070384465,0.3307023,0.003923006,0.0018390757,0.19153856,0.3744387,0.00028335955],"about_ca_topic_score_codex":0.042752795,"about_ca_topic_score_gemma":0.07391595,"teacher_disagreement_score":0.121027,"about_ca_system_score_codex":0.02318257,"about_ca_system_score_gemma":0.16223365,"threshold_uncertainty_score":0.6400596},"labels":[],"label_agreement":null},{"id":"W4414376466","doi":"10.54660/gmpj.2024.1.5.19-18","title":"Navigating the Complexities of Immigration Services in Talent Acquisition: A Comparative Analysis of US and Global Practices","year":2024,"lang":"en","type":"article","venue":"Global Multidisciplinary Perspectives Journal","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","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":"Immigration; Globalization; Immigration policy; Best practice; Comparative case; Immigration law; Human resources","score_opus":0.02843866274782313,"score_gpt":0.3452654371326365,"score_spread":0.3168267743848134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414376466","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":[0.9813347,0.0010784272,0.0002553937,0.0016354843,0.000017371343,0.000015180381,0.000025489042,0.0000043315067,0.015633645],"genre_scores_gemma":[0.99675375,0.001362133,0.00028003153,0.00033818153,0.000009143006,0.000017303708,0.000024559195,0.000006933643,0.0012079009],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9963715,0.0018945972,0.00014512222,0.00022563392,0.00051574386,0.0008473636],"domain_scores_gemma":[0.995538,0.002729396,0.00068857067,0.00018608567,0.00034920863,0.0005087443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003402373,0.00017887559,0.00022785529,0.002429327,0.0050363094,0.0045460793,0.00054368493,0.0006632544,0.002823676],"category_scores_gemma":[0.0064622373,0.00017481399,0.00017102258,0.0064118514,0.0042929384,0.0030371074,0.005422053,0.000967327,0.00017990256],"study_design_candidate":"observational","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":[0.0000644868,0.000089517394,0.08599243,0.00035450023,0.000019693432,0.000993135,0.7756002,0.00017925595,0.0005957307,0.016490346,0.0022461007,0.11737455],"study_design_scores_gemma":[0.0000026655991,0.000073746996,0.08683724,0.00045884823,0.0000130235385,0.00033901338,0.8843584,0.00013777819,0.000151994,0.0007104246,0.026903436,0.000013406754],"about_ca_topic_score_codex":0.035599466,"about_ca_topic_score_gemma":0.10065274,"teacher_disagreement_score":0.035599466,"about_ca_system_score_codex":0.0050297095,"about_ca_system_score_gemma":0.006767959,"threshold_uncertainty_score":0.07078451},"labels":[],"label_agreement":null}]}