{"meta":{"query_hash":"27ca0e607e20","filters":{"venue":"Neptunus"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/27ca0e607e20","api":"https://metacan.xera.ac/api/v1/cohort?venue=Neptunus"},"results":[{"id":"W4413338279","doi":"10.61132/neptunus.v3i3.1013","title":"Diagnosa Penyakit Radang Sendi Menggunakan Metode Dempster Shafer","year":2025,"lang":"en","type":"article","venue":"Neptunus","topic":"Edcuational Technology Systems","field":"Computer 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":"Kootenay Association for Science & Technology","funders":"","keywords":"Medicine","score_opus":0.005962592057633143,"score_gpt":0.2535994341250644,"score_spread":0.24763684206743128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413338279","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09721096,0.0024514457,0.7193426,0.053929918,0.0047875512,0.0012138489,0.000013362461,0.0026690576,0.11838129],"genre_scores_gemma":[0.9728114,0.000010209066,0.017814154,0.0020584862,0.0001558593,0.0001024614,0.0000042744255,0.0000120354325,0.007031114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984225,0.00010786224,0.00030305143,0.0005056153,0.0003121133,0.0003488444],"domain_scores_gemma":[0.99854743,0.00031823796,0.000081164966,0.0009034525,0.00008656981,0.00006316813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003680308,0.00017758048,0.000228923,0.00029862125,0.0001484124,0.00011520139,0.0012648713,0.00017227855,0.000036460726],"category_scores_gemma":[0.00014116784,0.00016766184,0.00008652111,0.00071369164,0.00006979308,0.00035639253,0.00046655207,0.00023096733,0.00039462608],"study_design_candidate":"theoretical_or_conceptual","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":[0.000006384638,0.00012354196,0.01906559,0.000045467703,0.00016529308,0.00012139478,0.0006451683,0.00006809442,0.002428183,0.8171163,0.110464066,0.049750492],"study_design_scores_gemma":[0.0021671352,0.00014363861,0.059563816,0.0002657192,0.0000742224,0.00010931707,0.0002085481,0.025714364,0.03365316,0.09632565,0.78065073,0.0011236696],"about_ca_topic_score_codex":0.00006503573,"about_ca_topic_score_gemma":0.00004858195,"teacher_disagreement_score":0.87560046,"about_ca_system_score_codex":0.00010275195,"about_ca_system_score_gemma":0.00010500844,"threshold_uncertainty_score":0.68370515},"labels":[],"label_agreement":null},{"id":"W4413906696","doi":"10.61132/neptunus.v3i3.1047","title":"Analisis Kerusakan pada Beton dengan Citra Digital Menggunakan Metode Edge Canny Detection","year":2025,"lang":"en","type":"article","venue":"Neptunus","topic":"Geotechnical and construction materials studies","field":"Engineering","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Canny edge detector; Computer science; Edge detection; Computer vision; Artificial intelligence; Image processing; Image (mathematics)","score_opus":0.0042629465863662525,"score_gpt":0.1853476817266994,"score_spread":0.18108473514033316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413906696","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":[0.9778534,0.00040550888,0.0043649864,0.0001286499,0.0014243536,0.00014049617,0.000041082632,0.00076323125,0.014878277],"genre_scores_gemma":[0.9993765,0.00004555822,0.00009215516,0.000048454902,0.00014156725,0.000037885657,0.0000074108048,0.000016549398,0.00023394806],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999182,0.000016400572,0.00023937144,0.00019398838,0.00011599821,0.00025227098],"domain_scores_gemma":[0.9996489,0.000030337305,0.000023337188,0.00019166905,0.00004417278,0.000061576364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056050125,0.00017862281,0.00022078548,0.0001271199,0.0001425397,0.0001048495,0.00011558985,0.000104012564,0.000048248647],"category_scores_gemma":[0.000032546945,0.00017275587,0.00008437246,0.0003408076,0.00005546951,0.00013692127,0.000053913496,0.00014988982,0.00003423037],"study_design_candidate":"bench_or_experimental","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":[0.00007746417,0.00009563426,0.0055958503,0.00043512785,0.0010619204,0.00003576867,0.0004546853,0.0078549525,0.28386292,0.0026326098,0.00874913,0.6891439],"study_design_scores_gemma":[0.0015848771,0.00017689717,0.07143955,0.0001779224,0.00036357986,0.00005300965,0.0017263349,0.0053781928,0.6927358,0.005996694,0.21886659,0.0015005509],"about_ca_topic_score_codex":0.00013071601,"about_ca_topic_score_gemma":0.00014645729,"teacher_disagreement_score":0.68764335,"about_ca_system_score_codex":0.0000810502,"about_ca_system_score_gemma":0.0000134314705,"threshold_uncertainty_score":0.70447797},"labels":[],"label_agreement":null},{"id":"W4413937386","doi":"10.61132/neptunus.v3i3.1048","title":"Implementasi Sistem Pakar Diagnosa Penyakit Tifus dengan Metode Certainty Factor","year":2025,"lang":"en","type":"article","venue":"Neptunus","topic":"Decision Support System Applications","field":"Business, Management and Accounting","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science","score_opus":0.025982250882450306,"score_gpt":0.2900750308021429,"score_spread":0.2640927799196926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413937386","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41810203,0.00041830973,0.0046917303,0.0067424043,0.0025283007,0.0028854965,0.000111257476,0.0011186514,0.5634018],"genre_scores_gemma":[0.98066187,0.000005231454,0.0002292297,0.003320526,0.0005616797,0.00032127975,0.00011210403,0.00003727865,0.014750817],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979387,0.000022653201,0.0006314414,0.00054265535,0.00042281233,0.0004417746],"domain_scores_gemma":[0.9984406,0.0002417692,0.00025870348,0.0007971738,0.00023039524,0.000031320986],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036597293,0.00027630478,0.00036052678,0.0004034775,0.00036930252,0.0004717025,0.0006088725,0.00010180978,0.0043417206],"category_scores_gemma":[0.00019154047,0.0002546274,0.00018855116,0.0009302072,0.000041240462,0.0005245056,0.00039242912,0.0001529101,0.0056289937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033724467,0.00028782533,0.09026867,0.00028200477,0.00019471833,0.0000507711,0.000111005604,0.0000040797863,0.0015318466,0.06625743,0.7773553,0.06362259],"study_design_scores_gemma":[0.00058083044,0.0000041367994,0.045763485,0.000042114985,0.00008322473,0.0000018015867,0.00047457995,0.00006999093,0.00028533282,0.0025555687,0.9498812,0.00025774332],"about_ca_topic_score_codex":0.000583201,"about_ca_topic_score_gemma":0.00055208016,"teacher_disagreement_score":0.56255984,"about_ca_system_score_codex":0.000113279486,"about_ca_system_score_gemma":0.000056885747,"threshold_uncertainty_score":0.9999906},"labels":[],"label_agreement":null}]}