{"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"},"query_hash":"4cb17852cb8d","filters":{"venue":"International Journal on Perceptive and Cognitive Computing"}},"results":[{"id":"W2995893631","doi":"10.31436/ijpcc.v5i2.104","title":"Smart Medicine Drawers Using IOS Application and Arduino Board","year":2019,"lang":"en","type":"article","venue":"International Journal on Perceptive and Cognitive Computing","topic":"Blockchain Technology in Education and Learning","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Arduino; Computer science; Medicine; Human–computer interaction; Embedded system","retraction":null,"screen_n_in":null,"score":{"opus":0.01434515679666489,"gpt":0.3073223898048505,"spread":0.2929772330081857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003793289,0.0001367927,0.0001567957,0.0003031566,0.0002175082,0.000143698,0.0003117682,0.00006672997,0.00005905576],"category_scores_gemma":[0.0001180901,0.0001216928,0.000034233,0.0001285313,0.0001403767,0.0002104674,0.0001746386,0.0004474818,0.00003935947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006684754,"about_ca_system_score_gemma":0.00003988379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001409986,"about_ca_topic_score_gemma":7.352064e-7,"domain_scores_codex":[0.9988831,0.00008945028,0.0002338765,0.0003245239,0.0003034243,0.0001656111],"domain_scores_gemma":[0.9988955,0.0002711144,0.0002131021,0.00008358344,0.000448232,0.0000884961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004894704,0.00008110856,0.04511221,0.000007492663,0.0001902359,0.00002485906,0.007766424,0.0001420687,0.0048918,0.02469921,0.0001335092,0.9169021],"study_design_scores_gemma":[0.005171899,0.001262644,0.3911155,0.001780202,0.00009312932,0.002720293,0.021837,0.548961,0.001020464,0.01647179,0.008520674,0.001045382],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6861826,0.00008032135,0.3088124,0.002668942,0.0006084635,0.00009287376,5.89377e-7,0.0000413707,0.001512422],"genre_scores_gemma":[0.9939775,0.00004714694,0.003130624,0.002420567,0.000321181,0.00000155853,0.000002156776,0.000008320595,0.00009094838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9158567,"threshold_uncertainty_score":0.4962489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3113126786","doi":"10.31436/ijpcc.v6i2.172","title":"Advanced Voting System Using Fingerprint","year":2020,"lang":"en","type":"article","venue":"International Journal on Perceptive and Cognitive Computing","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Management and Science University","keywords":"Polling; Voting; Fingerprint (computing); Computer science; Computer security; Biometrics; Fingerprint recognition; Identifier; Identity (music); Process (computing); Computer network; Political science; Law; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.02942866856137161,"gpt":0.2896204757011782,"spread":0.2601918071398066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003586671,0.000220848,0.0002699402,0.0001561554,0.0003322111,0.000581307,0.0005966031,0.00005085597,0.00002360166],"category_scores_gemma":[0.0002021603,0.0001993658,0.0001732875,0.0001693698,0.00004663047,0.0003937934,0.0003869817,0.0005161095,0.00003934716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001300313,"about_ca_system_score_gemma":0.00005192743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002786219,"about_ca_topic_score_gemma":8.092188e-7,"domain_scores_codex":[0.99809,0.000147623,0.0004696741,0.0004633548,0.0005478705,0.0002814894],"domain_scores_gemma":[0.9983996,0.0002422696,0.0003557744,0.00004131429,0.000763103,0.000198001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002709918,0.0001683371,0.002204015,0.00005745909,0.001177394,0.001341823,0.0270636,0.04312953,0.002671646,0.2111881,0.00008077494,0.7106463],"study_design_scores_gemma":[0.000609767,0.0001626829,0.001372147,0.0007302593,0.00002775776,0.0003485559,0.003611051,0.9926507,0.0001770222,0.00001011848,0.00006697626,0.0002329],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4382248,0.00004902718,0.560326,0.0004009016,0.0003664999,0.00004554873,0.000001934416,0.0000549991,0.0005302826],"genre_scores_gemma":[0.9897014,0.000007197626,0.007251426,0.002121308,0.0008924009,6.67868e-7,0.000002182428,0.00001439664,0.000008948917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9495212,"threshold_uncertainty_score":0.8129902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}