{"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","author_layer_release":"2026-06-26"},"query_hash":"14efc5131dd1","filters":{"venue":"International Journal of Technology and Management Research"}},"results":[{"id":"W2606009591","doi":"10.47127/ijtmr.v1i2.20","title":"Ghanaian Educational Institutions' Capacity for, and Approach to, ICT Pedagogical Integration","year":2020,"lang":"en","type":"article","venue":"International Journal of Technology and Management Research","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Development Research Centre","keywords":"Information and Communications Technology; Curriculum; Christian ministry; Process (computing); Technology integration; Pedagogy; Literacy; Mathematics education; Class (philosophy); Sociology; Psychology; Teaching method; Computer science; Political science","authors":[{"name":"Kofi Mereku","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.288353318596736,"gpt":0.4988045623854607,"spread":0.2104512437887247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001003388,0.00004449811,0.00007764664,0.0006401899,0.000269888,0.00008240941,0.0003159523,0.00007020745,0.00001755382],"category_scores_gemma":[0.0007750737,0.00003854415,0.00002471024,0.0003523572,0.0002921061,0.0001773565,0.0001284052,0.0003048269,0.000003086806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006142922,"about_ca_system_score_gemma":0.0001399304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001909271,"about_ca_topic_score_gemma":0.00003426247,"domain_scores_codex":[0.9990917,0.00006550503,0.0001598714,0.00012856,0.0004167184,0.0001376127],"domain_scores_gemma":[0.9992398,0.00007387919,0.0000551344,0.00003471223,0.0004997672,0.00009671627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004541513,0.00006601742,0.001161781,0.00001027129,0.0000512261,0.000003226076,0.0009503926,0.000008477926,0.00008925129,0.8761129,0.001946662,0.1195544],"study_design_scores_gemma":[0.0003995386,0.0001907936,0.001913418,0.00004191948,0.00001246847,0.00001244263,0.00941669,0.0001338194,0.00007233933,0.03842276,0.9493179,0.00006586302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3691482,0.0002791719,0.06781778,0.5219066,0.0003017403,0.0005522143,0.000006991923,0.00003367232,0.03995368],"genre_scores_gemma":[0.9387992,0.0005083755,0.05937327,0.0002832378,0.0004007688,0.00002037452,0.000003681765,0.000002924837,0.0006081768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9473713,"threshold_uncertainty_score":0.2075788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243767844","doi":"10.47127/ijtmr.v2i1.44","title":"EDITORIAL MEMBERS","year":2020,"lang":"en","type":"article","venue":"International Journal of Technology and Management Research","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Technical university; Library science; Management; Sociology; George (robot); Art; Art history; Computer science","authors":[{"name":"Frank Agyen Dwomoh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06322860857987533,"gpt":0.359425305808784,"spread":0.2961966972289087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001051128,0.00008454143,0.0001256906,0.001912812,0.0000846411,0.0002684567,0.001020503,0.00009744058,0.0001167567],"category_scores_gemma":[0.000556731,0.00007394628,0.00004499718,0.0008871824,0.0001731201,0.0008390463,0.0009861011,0.000501891,0.00009875534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003969631,"about_ca_system_score_gemma":0.00002140365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001107951,"about_ca_topic_score_gemma":0.000003268463,"domain_scores_codex":[0.9983749,0.00001353688,0.00025999,0.0001663441,0.0009537323,0.0002314665],"domain_scores_gemma":[0.9987749,0.00003360131,0.0001685815,0.0000933673,0.0009064922,0.00002301384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002513451,0.00005997321,0.003693664,0.00006730472,0.0002472436,0.0002002764,0.00003120283,0.000009276957,0.0004427847,0.4482308,0.5294989,0.01726722],"study_design_scores_gemma":[0.0007979801,0.00003820231,0.0003587914,0.00003273783,0.00001443645,0.000009116155,0.0003870727,0.0001888128,0.0001315946,0.01755513,0.9804145,0.00007166737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2090054,0.0005251716,0.001036363,0.5100982,0.05545067,0.0007867096,0.000002718506,0.0003196935,0.222775],"genre_scores_gemma":[0.9565616,0.0002152914,0.000559961,0.001331298,0.04109881,0.000009415416,0.000002478611,0.00001335375,0.0002078173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7475561,"threshold_uncertainty_score":0.3015442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}