{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"d5b9cd6a53fd","filters":{"venue":"Jurnal Pendidikan Riset dan Konseptual"}},"results":[{"id":"W4229726616","doi":"10.28926/riset_konseptual.v4i1.180","title":"","year":2020,"lang":"","type":"article","venue":"Jurnal Pendidikan Riset dan Konseptual","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Physics; Humanities; Philosophy","authors":[{"name":"Edi Agus Nuroso","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0758963364921069,"gpt":0.3186191896144533,"spread":0.2427228531223464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004015702,0.00237438,0.00265075,0.0007313127,0.002348051,0.003022845,0.009167301,0.0008228456,0.0003086426],"category_scores_gemma":[0.006100731,0.002456065,0.001816931,0.004272072,0.001582491,0.005395572,0.003295951,0.004537128,0.0004787676],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005174697,"about_ca_system_score_gemma":0.006137056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001976085,"about_ca_topic_score_gemma":0.00004733707,"domain_scores_codex":[0.9780104,0.004505365,0.004109779,0.004746818,0.004516923,0.004110677],"domain_scores_gemma":[0.9801152,0.003561994,0.002351969,0.002835118,0.001121696,0.01001399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003444785,0.005482045,0.08800869,0.0009787341,0.001850543,0.004101715,0.3242642,0.001391929,0.03195206,0.07853715,0.05700223,0.402986],"study_design_scores_gemma":[0.02208585,0.01989766,0.3539989,0.001531173,0.002013396,0.003098464,0.05460345,0.1480627,0.0329047,0.008186816,0.3410489,0.012568],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7053466,0.0032545,0.137139,0.1453311,0.006233535,0.00152595,0.0003509129,0.000440979,0.0003773624],"genre_scores_gemma":[0.7856272,0.0009534165,0.1737723,0.03158352,0.007510588,0.0001311154,0.00008571801,0.0001767084,0.0001593934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.390418,"threshold_uncertainty_score":0.9994972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246245169","doi":"10.28926/riset_konseptual.v4i4.304","title":"","year":2020,"lang":"","type":"article","venue":"Jurnal Pendidikan Riset dan Konseptual","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Audio Recording Academy","funders":"","keywords":"Humanities; Political science; Business; Art","authors":[{"name":"Occe Luciana","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04573846188092549,"gpt":0.2853107437100573,"spread":0.2395722818291318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.004787745,0.002191204,0.002424654,0.0005260076,0.006030867,0.00452946,0.004370611,0.001060134,0.00165191],"category_scores_gemma":[0.007847629,0.002405227,0.001801238,0.004564456,0.00349874,0.005804897,0.002103236,0.002993762,0.0006719859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008471408,"about_ca_system_score_gemma":0.003722458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006148587,"about_ca_topic_score_gemma":0.0005507995,"domain_scores_codex":[0.9785865,0.003574411,0.003981225,0.003330568,0.005386339,0.005140936],"domain_scores_gemma":[0.9859579,0.00301873,0.002219,0.0008343708,0.0006532667,0.00731674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.006659917,0.001108716,0.5156891,0.0003572321,0.001172874,0.001962343,0.3717196,0.0001132397,0.001306837,0.008046289,0.0467476,0.0451163],"study_design_scores_gemma":[0.008885187,0.003120984,0.2688456,0.00074608,0.0007951094,0.0001123822,0.3903324,0.001155603,0.0009452984,0.001115215,0.3177865,0.006159514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8878979,0.001607613,0.0001922459,0.04977746,0.002430294,0.001718164,0.0002977483,0.0006597245,0.05541885],"genre_scores_gemma":[0.9777251,0.001126268,0.0006645045,0.01334427,0.005941817,0.00005849736,0.0001545548,0.0002195629,0.0007654202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.271039,"threshold_uncertainty_score":0.9993064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382813818","doi":"10.28926/riset_konseptual.v7i1.654","title":"","year":2023,"lang":"","type":"article","venue":"Jurnal Pendidikan Riset dan Konseptual","topic":"STEM Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Physics; Mathematics; Philosophy","authors":[{"name":"Lubaiba Nadiya Alkaffi","is_ca":false},{"name":"Singgih Susilo","is_ca":true},{"name":"I Nyoman Ruja","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05510880470367713,"gpt":0.3578440026603201,"spread":0.302735197956643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.01222445,0.001958546,0.002117198,0.002868956,0.01012808,0.002718345,0.004681182,0.001493967,0.001497355],"category_scores_gemma":[0.004598707,0.002240078,0.001775758,0.013921,0.004475884,0.004210812,0.001231553,0.002963999,0.005482567],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00234784,"about_ca_system_score_gemma":0.005977971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006844772,"about_ca_topic_score_gemma":0.006382708,"domain_scores_codex":[0.9731948,0.006373927,0.003838544,0.003345935,0.006685029,0.006561727],"domain_scores_gemma":[0.9855315,0.004693776,0.002458625,0.002297254,0.0009955111,0.00402331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00103457,0.001716428,0.2741913,0.00021353,0.0008728087,0.0008803637,0.4739368,0.0004438017,0.002812232,0.01216706,0.2095033,0.02222789],"study_design_scores_gemma":[0.002576641,0.0009820912,0.5157152,0.0003854225,0.0005361402,0.00009775008,0.3842619,0.0005316029,0.0005583045,0.002605413,0.0895379,0.002211659],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316023,0.0008823196,0.00004138625,0.04053335,0.01532258,0.002645195,0.0005283576,0.001510408,0.006934102],"genre_scores_gemma":[0.9794037,0.002725245,0.0001418796,0.001199848,0.008321285,0.0003268867,0.0004677109,0.0002949854,0.007118476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2415239,"threshold_uncertainty_score":0.9998023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}