{"meta":{"query_hash":"4cf84f4a562a","filters":{"venue":"International Journal of Technology Management and Humanities"},"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/4cf84f4a562a","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Technology+Management+and+Humanities"},"results":[{"id":"W4413132744","doi":"10.21590/ijtmh.11.0301","title":"The Importance of Integrating Security Education into University Curricula and Professional Certifications","year":2025,"lang":"en","type":"article","venue":"International Journal of Technology Management and Humanities","topic":"Information and Cyber Security","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"Accreditation; Curriculum; Public relations; Political science; Certification; Business; Engineering ethics; Engineering; Law","score_opus":0.00616405449964126,"score_gpt":0.2510637729851176,"score_spread":0.24489971848547637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413132744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85349673,0.0040348745,0.036943194,0.05377945,0.0030864165,0.000359076,0.000003935698,0.00009174172,0.048204593],"genre_scores_gemma":[0.9955358,0.00047381903,0.0027968448,0.00016483119,0.000013523428,0.0000016788897,9.676626e-7,8.211019e-7,0.0010117133],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99953634,0.000016116961,0.00021797816,0.000058230595,0.00012544997,0.000045887147],"domain_scores_gemma":[0.99925673,0.000032373508,0.0002430484,0.00008937733,0.0003700995,0.000008343221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018838579,0.00004518168,0.00006016982,0.00037482232,0.00020620573,0.000068785135,0.00053856743,0.000027811268,0.0000025553948],"category_scores_gemma":[0.000024073099,0.00003415561,0.000021448786,0.00013553681,0.00018701851,0.00037782235,0.00028250093,0.00011264216,2.5657005e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050589597,0.00002805995,0.0040733907,0.000012264405,0.00004290353,0.0000011866748,0.0008524898,2.8506116e-7,0.0000050850804,0.95536816,0.001019409,0.038591705],"study_design_scores_gemma":[0.0005349002,0.000052809333,0.024949925,0.00037621747,0.000037374335,0.000034963974,0.03390702,0.0015949438,0.0003550579,0.74171555,0.19631687,0.00012439705],"about_ca_topic_score_codex":0.000004654507,"about_ca_topic_score_gemma":0.00003552116,"teacher_disagreement_score":0.21365264,"about_ca_system_score_codex":0.000035813304,"about_ca_system_score_gemma":0.00004489488,"threshold_uncertainty_score":0.15859886},"labels":[],"label_agreement":null},{"id":"W7117302840","doi":"10.21590/ijtmh.06.1-2.02","title":"Predictive Analytics for Reducing Title V Deviations in Chemical Manufacturing","year":2020,"lang":"","type":"article","venue":"International Journal of Technology Management and Humanities","topic":"Environmental Policies and Emissions","field":"Environmental Science","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":"World Wildlife Fund Canada","funders":"","keywords":"Predictive analytics; Analytics; Consistency (knowledge bases); Complement (music); Key (lock); Data analysis; Predictive modelling; Statistical learning","score_opus":0.022251122101469064,"score_gpt":0.2461737626396845,"score_spread":0.22392264053821542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117302840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77101594,0.0029715318,0.008962264,0.059314698,0.0018116904,0.00088079204,0.00016778383,0.00006735826,0.15480793],"genre_scores_gemma":[0.9957697,0.0010010132,0.0013449538,0.0003369923,0.000149294,0.000003160884,0.0000019889128,0.000007224545,0.0013856806],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940705,0.0000034063553,0.00024392045,0.000098958546,0.00014525958,0.00010143182],"domain_scores_gemma":[0.9997802,0.000013861009,0.00012780825,0.000039867777,0.0000087184335,0.00002958456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005248922,0.00007503521,0.000103234626,0.00015816813,0.00004682905,0.000031038282,0.0002468241,0.00005204367,0.0007469833],"category_scores_gemma":[0.000013060072,0.000073580864,0.000044845023,0.000038407394,0.00017515241,0.00010765349,0.00023805555,0.00013730848,0.000021035026],"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":[0.0008696334,0.0013455158,0.028154708,0.0006343883,0.003797466,0.0005260889,0.0134755345,0.015639277,0.008729309,0.21679688,0.17547068,0.5345605],"study_design_scores_gemma":[0.0029227994,0.0007552674,0.021978216,0.0007041759,0.00044178494,0.000072840776,0.017368823,0.011979341,0.018486295,0.043631174,0.88100445,0.00065483816],"about_ca_topic_score_codex":0.0000035407863,"about_ca_topic_score_gemma":0.0000017323309,"teacher_disagreement_score":0.70553374,"about_ca_system_score_codex":0.000118043994,"about_ca_system_score_gemma":0.00000351333,"threshold_uncertainty_score":0.81789434},"labels":[],"label_agreement":null}]}