{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"12275f4762bc","filters":{"venue":"El Sains Jurnal Elektro"}},"results":[{"id":"W4293220740","doi":"10.30996/elsains.v4i1.6431","title":"Purwarupa Alat Komunikasi dan Monitoring Pada Rumah Sakit Menggunakan Li-Fi untuk Mengurangi Gangguan Gelombang Elektromagnetik Pada Alat Medis","year":2022,"lang":"id","type":"article","venue":"El Sains Jurnal Elektro","topic":"IoT-based Control Systems","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":"Tellabs (Canada)","funders":"","keywords":"Physics; Humanities; Art","authors":[{"name":"Ratnasari Nur Rohmah","is_ca":true},{"name":"Nisa Zahra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01168835375712487,"gpt":0.2376704019950606,"spread":0.2259820482379358,"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":[0.0049898,0.002320084,0.002612969,0.001404507,0.004431405,0.001873405,0.007380165,0.0006082996,0.000579941],"category_scores_gemma":[0.0004060881,0.002553558,0.001482174,0.003475925,0.0004259888,0.002029628,0.003265816,0.004474561,0.0003944209],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004080846,"about_ca_system_score_gemma":0.001832909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002713658,"about_ca_topic_score_gemma":0.0003966903,"domain_scores_codex":[0.979066,0.003838303,0.003236206,0.003218695,0.005927211,0.004713627],"domain_scores_gemma":[0.9899492,0.001320003,0.002080448,0.004051704,0.0006603429,0.001938274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002141058,0.004593025,0.0563742,0.001285351,0.005932677,0.01438042,0.03838609,0.01071162,0.2962589,0.01938004,0.03650716,0.5140494],"study_design_scores_gemma":[0.02483432,0.01080773,0.05288259,0.002176858,0.001924502,0.004411645,0.01189584,0.1106402,0.02636992,0.0009334494,0.7408885,0.01223441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8903203,0.03752374,0.005743426,0.01140886,0.0334339,0.004791965,0.0004702789,0.001941118,0.0143664],"genre_scores_gemma":[0.9840047,0.0005621679,0.001812441,0.0009865692,0.005692207,0.0005747081,0.0001156467,0.0004435614,0.005808029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7043813,"threshold_uncertainty_score":0.9997423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}